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  1. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/__pycache__/actuator.cpython-310.pyc +0 -0
  2. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/__pycache__/body.cpython-310.pyc +0 -0
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  7. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/__pycache__/pathway.cpython-310.pyc +0 -0
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  10. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/body.py +710 -0
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  13. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/joint.py +2188 -0
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  20. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/pathway.py +688 -0
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  22. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__init__.py +0 -0
  23. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__pycache__/__init__.cpython-310.pyc +0 -0
  24. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__pycache__/test_actuator.cpython-310.pyc +0 -0
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  29. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__pycache__/test_jointsmethod.cpython-310.pyc +0 -0
  30. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__pycache__/test_kane.cpython-310.pyc +0 -0
  31. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__pycache__/test_kane2.cpython-310.pyc +0 -0
  32. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__pycache__/test_kane3.cpython-310.pyc +0 -0
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  34. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__pycache__/test_kane5.cpython-310.pyc +0 -0
  35. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__pycache__/test_lagrange.cpython-310.pyc +0 -0
  36. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__pycache__/test_lagrange2.cpython-310.pyc +0 -0
  37. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__pycache__/test_linearize.cpython-310.pyc +0 -0
  38. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__pycache__/test_loads.cpython-310.pyc +0 -0
  39. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__pycache__/test_method.cpython-310.pyc +0 -0
  40. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__pycache__/test_models.cpython-310.pyc +0 -0
  41. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__pycache__/test_particle.cpython-310.pyc +0 -0
  42. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__pycache__/test_pathway.cpython-310.pyc +0 -0
  43. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__pycache__/test_rigidbody.cpython-310.pyc +0 -0
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  46. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/__pycache__/test_wrapping_geometry.cpython-310.pyc +0 -0
  47. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_actuator.py +851 -0
  48. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_body.py +340 -0
  49. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_functions.py +262 -0
  50. mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_inertia.py +71 -0
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1
+ """Implementations of actuators for linked force and torque application."""
2
+
3
+ from abc import ABC, abstractmethod
4
+
5
+ from sympy import S, sympify
6
+ from sympy.physics.mechanics.joint import PinJoint
7
+ from sympy.physics.mechanics.loads import Torque
8
+ from sympy.physics.mechanics.pathway import PathwayBase
9
+ from sympy.physics.mechanics.rigidbody import RigidBody
10
+ from sympy.physics.vector import ReferenceFrame, Vector
11
+
12
+
13
+ __all__ = [
14
+ 'ActuatorBase',
15
+ 'ForceActuator',
16
+ 'LinearDamper',
17
+ 'LinearSpring',
18
+ 'TorqueActuator',
19
+ 'DuffingSpring'
20
+ ]
21
+
22
+
23
+ class ActuatorBase(ABC):
24
+ """Abstract base class for all actuator classes to inherit from.
25
+
26
+ Notes
27
+ =====
28
+
29
+ Instances of this class cannot be directly instantiated by users. However,
30
+ it can be used to created custom actuator types through subclassing.
31
+
32
+ """
33
+
34
+ def __init__(self):
35
+ """Initializer for ``ActuatorBase``."""
36
+ pass
37
+
38
+ @abstractmethod
39
+ def to_loads(self):
40
+ """Loads required by the equations of motion method classes.
41
+
42
+ Explanation
43
+ ===========
44
+
45
+ ``KanesMethod`` requires a list of ``Point``-``Vector`` tuples to be
46
+ passed to the ``loads`` parameters of its ``kanes_equations`` method
47
+ when constructing the equations of motion. This method acts as a
48
+ utility to produce the correctly-structred pairs of points and vectors
49
+ required so that these can be easily concatenated with other items in
50
+ the list of loads and passed to ``KanesMethod.kanes_equations``. These
51
+ loads are also in the correct form to also be passed to the other
52
+ equations of motion method classes, e.g. ``LagrangesMethod``.
53
+
54
+ """
55
+ pass
56
+
57
+ def __repr__(self):
58
+ """Default representation of an actuator."""
59
+ return f'{self.__class__.__name__}()'
60
+
61
+
62
+ class ForceActuator(ActuatorBase):
63
+ """Force-producing actuator.
64
+
65
+ Explanation
66
+ ===========
67
+
68
+ A ``ForceActuator`` is an actuator that produces a (expansile) force along
69
+ its length.
70
+
71
+ A force actuator uses a pathway instance to determine the direction and
72
+ number of forces that it applies to a system. Consider the simplest case
73
+ where a ``LinearPathway`` instance is used. This pathway is made up of two
74
+ points that can move relative to each other, and results in a pair of equal
75
+ and opposite forces acting on the endpoints. If the positive time-varying
76
+ Euclidean distance between the two points is defined, then the "extension
77
+ velocity" is the time derivative of this distance. The extension velocity
78
+ is positive when the two points are moving away from each other and
79
+ negative when moving closer to each other. The direction for the force
80
+ acting on either point is determined by constructing a unit vector directed
81
+ from the other point to this point. This establishes a sign convention such
82
+ that a positive force magnitude tends to push the points apart, this is the
83
+ meaning of "expansile" in this context. The following diagram shows the
84
+ positive force sense and the distance between the points::
85
+
86
+ P Q
87
+ o<--- F --->o
88
+ | |
89
+ |<--l(t)--->|
90
+
91
+ Examples
92
+ ========
93
+
94
+ To construct an actuator, an expression (or symbol) must be supplied to
95
+ represent the force it can produce, alongside a pathway specifying its line
96
+ of action. Let's also create a global reference frame and spatially fix one
97
+ of the points in it while setting the other to be positioned such that it
98
+ can freely move in the frame's x direction specified by the coordinate
99
+ ``q``.
100
+
101
+ >>> from sympy import symbols
102
+ >>> from sympy.physics.mechanics import (ForceActuator, LinearPathway,
103
+ ... Point, ReferenceFrame)
104
+ >>> from sympy.physics.vector import dynamicsymbols
105
+ >>> N = ReferenceFrame('N')
106
+ >>> q = dynamicsymbols('q')
107
+ >>> force = symbols('F')
108
+ >>> pA, pB = Point('pA'), Point('pB')
109
+ >>> pA.set_vel(N, 0)
110
+ >>> pB.set_pos(pA, q*N.x)
111
+ >>> pB.pos_from(pA)
112
+ q(t)*N.x
113
+ >>> linear_pathway = LinearPathway(pA, pB)
114
+ >>> actuator = ForceActuator(force, linear_pathway)
115
+ >>> actuator
116
+ ForceActuator(F, LinearPathway(pA, pB))
117
+
118
+ Parameters
119
+ ==========
120
+
121
+ force : Expr
122
+ The scalar expression defining the (expansile) force that the actuator
123
+ produces.
124
+ pathway : PathwayBase
125
+ The pathway that the actuator follows. This must be an instance of a
126
+ concrete subclass of ``PathwayBase``, e.g. ``LinearPathway``.
127
+
128
+ """
129
+
130
+ def __init__(self, force, pathway):
131
+ """Initializer for ``ForceActuator``.
132
+
133
+ Parameters
134
+ ==========
135
+
136
+ force : Expr
137
+ The scalar expression defining the (expansile) force that the
138
+ actuator produces.
139
+ pathway : PathwayBase
140
+ The pathway that the actuator follows. This must be an instance of
141
+ a concrete subclass of ``PathwayBase``, e.g. ``LinearPathway``.
142
+
143
+ """
144
+ self.force = force
145
+ self.pathway = pathway
146
+
147
+ @property
148
+ def force(self):
149
+ """The magnitude of the force produced by the actuator."""
150
+ return self._force
151
+
152
+ @force.setter
153
+ def force(self, force):
154
+ if hasattr(self, '_force'):
155
+ msg = (
156
+ f'Can\'t set attribute `force` to {repr(force)} as it is '
157
+ f'immutable.'
158
+ )
159
+ raise AttributeError(msg)
160
+ self._force = sympify(force, strict=True)
161
+
162
+ @property
163
+ def pathway(self):
164
+ """The ``Pathway`` defining the actuator's line of action."""
165
+ return self._pathway
166
+
167
+ @pathway.setter
168
+ def pathway(self, pathway):
169
+ if hasattr(self, '_pathway'):
170
+ msg = (
171
+ f'Can\'t set attribute `pathway` to {repr(pathway)} as it is '
172
+ f'immutable.'
173
+ )
174
+ raise AttributeError(msg)
175
+ if not isinstance(pathway, PathwayBase):
176
+ msg = (
177
+ f'Value {repr(pathway)} passed to `pathway` was of type '
178
+ f'{type(pathway)}, must be {PathwayBase}.'
179
+ )
180
+ raise TypeError(msg)
181
+ self._pathway = pathway
182
+
183
+ def to_loads(self):
184
+ """Loads required by the equations of motion method classes.
185
+
186
+ Explanation
187
+ ===========
188
+
189
+ ``KanesMethod`` requires a list of ``Point``-``Vector`` tuples to be
190
+ passed to the ``loads`` parameters of its ``kanes_equations`` method
191
+ when constructing the equations of motion. This method acts as a
192
+ utility to produce the correctly-structred pairs of points and vectors
193
+ required so that these can be easily concatenated with other items in
194
+ the list of loads and passed to ``KanesMethod.kanes_equations``. These
195
+ loads are also in the correct form to also be passed to the other
196
+ equations of motion method classes, e.g. ``LagrangesMethod``.
197
+
198
+ Examples
199
+ ========
200
+
201
+ The below example shows how to generate the loads produced by a force
202
+ actuator that follows a linear pathway. In this example we'll assume
203
+ that the force actuator is being used to model a simple linear spring.
204
+ First, create a linear pathway between two points separated by the
205
+ coordinate ``q`` in the ``x`` direction of the global frame ``N``.
206
+
207
+ >>> from sympy.physics.mechanics import (LinearPathway, Point,
208
+ ... ReferenceFrame)
209
+ >>> from sympy.physics.vector import dynamicsymbols
210
+ >>> q = dynamicsymbols('q')
211
+ >>> N = ReferenceFrame('N')
212
+ >>> pA, pB = Point('pA'), Point('pB')
213
+ >>> pB.set_pos(pA, q*N.x)
214
+ >>> pathway = LinearPathway(pA, pB)
215
+
216
+ Now create a symbol ``k`` to describe the spring's stiffness and
217
+ instantiate a force actuator that produces a (contractile) force
218
+ proportional to both the spring's stiffness and the pathway's length.
219
+ Note that actuator classes use the sign convention that expansile
220
+ forces are positive, so for a spring to produce a contractile force the
221
+ spring force needs to be calculated as the negative for the stiffness
222
+ multiplied by the length.
223
+
224
+ >>> from sympy import symbols
225
+ >>> from sympy.physics.mechanics import ForceActuator
226
+ >>> stiffness = symbols('k')
227
+ >>> spring_force = -stiffness*pathway.length
228
+ >>> spring = ForceActuator(spring_force, pathway)
229
+
230
+ The forces produced by the spring can be generated in the list of loads
231
+ form that ``KanesMethod`` (and other equations of motion methods)
232
+ requires by calling the ``to_loads`` method.
233
+
234
+ >>> spring.to_loads()
235
+ [(pA, k*q(t)*N.x), (pB, - k*q(t)*N.x)]
236
+
237
+ A simple linear damper can be modeled in a similar way. Create another
238
+ symbol ``c`` to describe the dampers damping coefficient. This time
239
+ instantiate a force actuator that produces a force proportional to both
240
+ the damper's damping coefficient and the pathway's extension velocity.
241
+ Note that the damping force is negative as it acts in the opposite
242
+ direction to which the damper is changing in length.
243
+
244
+ >>> damping_coefficient = symbols('c')
245
+ >>> damping_force = -damping_coefficient*pathway.extension_velocity
246
+ >>> damper = ForceActuator(damping_force, pathway)
247
+
248
+ Again, the forces produces by the damper can be generated by calling
249
+ the ``to_loads`` method.
250
+
251
+ >>> damper.to_loads()
252
+ [(pA, c*Derivative(q(t), t)*N.x), (pB, - c*Derivative(q(t), t)*N.x)]
253
+
254
+ """
255
+ return self.pathway.to_loads(self.force)
256
+
257
+ def __repr__(self):
258
+ """Representation of a ``ForceActuator``."""
259
+ return f'{self.__class__.__name__}({self.force}, {self.pathway})'
260
+
261
+
262
+ class LinearSpring(ForceActuator):
263
+ """A spring with its spring force as a linear function of its length.
264
+
265
+ Explanation
266
+ ===========
267
+
268
+ Note that the "linear" in the name ``LinearSpring`` refers to the fact that
269
+ the spring force is a linear function of the springs length. I.e. for a
270
+ linear spring with stiffness ``k``, distance between its ends of ``x``, and
271
+ an equilibrium length of ``0``, the spring force will be ``-k*x``, which is
272
+ a linear function in ``x``. To create a spring that follows a linear, or
273
+ straight, pathway between its two ends, a ``LinearPathway`` instance needs
274
+ to be passed to the ``pathway`` parameter.
275
+
276
+ A ``LinearSpring`` is a subclass of ``ForceActuator`` and so follows the
277
+ same sign conventions for length, extension velocity, and the direction of
278
+ the forces it applies to its points of attachment on bodies. The sign
279
+ convention for the direction of forces is such that, for the case where a
280
+ linear spring is instantiated with a ``LinearPathway`` instance as its
281
+ pathway, they act to push the two ends of the spring away from one another.
282
+ Because springs produces a contractile force and acts to pull the two ends
283
+ together towards the equilibrium length when stretched, the scalar portion
284
+ of the forces on the endpoint are negative in order to flip the sign of the
285
+ forces on the endpoints when converted into vector quantities. The
286
+ following diagram shows the positive force sense and the distance between
287
+ the points::
288
+
289
+ P Q
290
+ o<--- F --->o
291
+ | |
292
+ |<--l(t)--->|
293
+
294
+ Examples
295
+ ========
296
+
297
+ To construct a linear spring, an expression (or symbol) must be supplied to
298
+ represent the stiffness (spring constant) of the spring, alongside a
299
+ pathway specifying its line of action. Let's also create a global reference
300
+ frame and spatially fix one of the points in it while setting the other to
301
+ be positioned such that it can freely move in the frame's x direction
302
+ specified by the coordinate ``q``.
303
+
304
+ >>> from sympy import symbols
305
+ >>> from sympy.physics.mechanics import (LinearPathway, LinearSpring,
306
+ ... Point, ReferenceFrame)
307
+ >>> from sympy.physics.vector import dynamicsymbols
308
+ >>> N = ReferenceFrame('N')
309
+ >>> q = dynamicsymbols('q')
310
+ >>> stiffness = symbols('k')
311
+ >>> pA, pB = Point('pA'), Point('pB')
312
+ >>> pA.set_vel(N, 0)
313
+ >>> pB.set_pos(pA, q*N.x)
314
+ >>> pB.pos_from(pA)
315
+ q(t)*N.x
316
+ >>> linear_pathway = LinearPathway(pA, pB)
317
+ >>> spring = LinearSpring(stiffness, linear_pathway)
318
+ >>> spring
319
+ LinearSpring(k, LinearPathway(pA, pB))
320
+
321
+ This spring will produce a force that is proportional to both its stiffness
322
+ and the pathway's length. Note that this force is negative as SymPy's sign
323
+ convention for actuators is that negative forces are contractile.
324
+
325
+ >>> spring.force
326
+ -k*sqrt(q(t)**2)
327
+
328
+ To create a linear spring with a non-zero equilibrium length, an expression
329
+ (or symbol) can be passed to the ``equilibrium_length`` parameter on
330
+ construction on a ``LinearSpring`` instance. Let's create a symbol ``l``
331
+ to denote a non-zero equilibrium length and create another linear spring.
332
+
333
+ >>> l = symbols('l')
334
+ >>> spring = LinearSpring(stiffness, linear_pathway, equilibrium_length=l)
335
+ >>> spring
336
+ LinearSpring(k, LinearPathway(pA, pB), equilibrium_length=l)
337
+
338
+ The spring force of this new spring is again proportional to both its
339
+ stiffness and the pathway's length. However, the spring will not produce
340
+ any force when ``q(t)`` equals ``l``. Note that the force will become
341
+ expansile when ``q(t)`` is less than ``l``, as expected.
342
+
343
+ >>> spring.force
344
+ -k*(-l + sqrt(q(t)**2))
345
+
346
+ Parameters
347
+ ==========
348
+
349
+ stiffness : Expr
350
+ The spring constant.
351
+ pathway : PathwayBase
352
+ The pathway that the actuator follows. This must be an instance of a
353
+ concrete subclass of ``PathwayBase``, e.g. ``LinearPathway``.
354
+ equilibrium_length : Expr, optional
355
+ The length at which the spring is in equilibrium, i.e. it produces no
356
+ force. The default value is 0, i.e. the spring force is a linear
357
+ function of the pathway's length with no constant offset.
358
+
359
+ See Also
360
+ ========
361
+
362
+ ForceActuator: force-producing actuator (superclass of ``LinearSpring``).
363
+ LinearPathway: straight-line pathway between a pair of points.
364
+
365
+ """
366
+
367
+ def __init__(self, stiffness, pathway, equilibrium_length=S.Zero):
368
+ """Initializer for ``LinearSpring``.
369
+
370
+ Parameters
371
+ ==========
372
+
373
+ stiffness : Expr
374
+ The spring constant.
375
+ pathway : PathwayBase
376
+ The pathway that the actuator follows. This must be an instance of
377
+ a concrete subclass of ``PathwayBase``, e.g. ``LinearPathway``.
378
+ equilibrium_length : Expr, optional
379
+ The length at which the spring is in equilibrium, i.e. it produces
380
+ no force. The default value is 0, i.e. the spring force is a linear
381
+ function of the pathway's length with no constant offset.
382
+
383
+ """
384
+ self.stiffness = stiffness
385
+ self.pathway = pathway
386
+ self.equilibrium_length = equilibrium_length
387
+
388
+ @property
389
+ def force(self):
390
+ """The spring force produced by the linear spring."""
391
+ return -self.stiffness*(self.pathway.length - self.equilibrium_length)
392
+
393
+ @force.setter
394
+ def force(self, force):
395
+ raise AttributeError('Can\'t set computed attribute `force`.')
396
+
397
+ @property
398
+ def stiffness(self):
399
+ """The spring constant for the linear spring."""
400
+ return self._stiffness
401
+
402
+ @stiffness.setter
403
+ def stiffness(self, stiffness):
404
+ if hasattr(self, '_stiffness'):
405
+ msg = (
406
+ f'Can\'t set attribute `stiffness` to {repr(stiffness)} as it '
407
+ f'is immutable.'
408
+ )
409
+ raise AttributeError(msg)
410
+ self._stiffness = sympify(stiffness, strict=True)
411
+
412
+ @property
413
+ def equilibrium_length(self):
414
+ """The length of the spring at which it produces no force."""
415
+ return self._equilibrium_length
416
+
417
+ @equilibrium_length.setter
418
+ def equilibrium_length(self, equilibrium_length):
419
+ if hasattr(self, '_equilibrium_length'):
420
+ msg = (
421
+ f'Can\'t set attribute `equilibrium_length` to '
422
+ f'{repr(equilibrium_length)} as it is immutable.'
423
+ )
424
+ raise AttributeError(msg)
425
+ self._equilibrium_length = sympify(equilibrium_length, strict=True)
426
+
427
+ def __repr__(self):
428
+ """Representation of a ``LinearSpring``."""
429
+ string = f'{self.__class__.__name__}({self.stiffness}, {self.pathway}'
430
+ if self.equilibrium_length == S.Zero:
431
+ string += ')'
432
+ else:
433
+ string += f', equilibrium_length={self.equilibrium_length})'
434
+ return string
435
+
436
+
437
+ class LinearDamper(ForceActuator):
438
+ """A damper whose force is a linear function of its extension velocity.
439
+
440
+ Explanation
441
+ ===========
442
+
443
+ Note that the "linear" in the name ``LinearDamper`` refers to the fact that
444
+ the damping force is a linear function of the damper's rate of change in
445
+ its length. I.e. for a linear damper with damping ``c`` and extension
446
+ velocity ``v``, the damping force will be ``-c*v``, which is a linear
447
+ function in ``v``. To create a damper that follows a linear, or straight,
448
+ pathway between its two ends, a ``LinearPathway`` instance needs to be
449
+ passed to the ``pathway`` parameter.
450
+
451
+ A ``LinearDamper`` is a subclass of ``ForceActuator`` and so follows the
452
+ same sign conventions for length, extension velocity, and the direction of
453
+ the forces it applies to its points of attachment on bodies. The sign
454
+ convention for the direction of forces is such that, for the case where a
455
+ linear damper is instantiated with a ``LinearPathway`` instance as its
456
+ pathway, they act to push the two ends of the damper away from one another.
457
+ Because dampers produce a force that opposes the direction of change in
458
+ length, when extension velocity is positive the scalar portions of the
459
+ forces applied at the two endpoints are negative in order to flip the sign
460
+ of the forces on the endpoints wen converted into vector quantities. When
461
+ extension velocity is negative (i.e. when the damper is shortening), the
462
+ scalar portions of the fofces applied are also negative so that the signs
463
+ cancel producing forces on the endpoints that are in the same direction as
464
+ the positive sign convention for the forces at the endpoints of the pathway
465
+ (i.e. they act to push the endpoints away from one another). The following
466
+ diagram shows the positive force sense and the distance between the
467
+ points::
468
+
469
+ P Q
470
+ o<--- F --->o
471
+ | |
472
+ |<--l(t)--->|
473
+
474
+ Examples
475
+ ========
476
+
477
+ To construct a linear damper, an expression (or symbol) must be supplied to
478
+ represent the damping coefficient of the damper (we'll use the symbol
479
+ ``c``), alongside a pathway specifying its line of action. Let's also
480
+ create a global reference frame and spatially fix one of the points in it
481
+ while setting the other to be positioned such that it can freely move in
482
+ the frame's x direction specified by the coordinate ``q``. The velocity
483
+ that the two points move away from one another can be specified by the
484
+ coordinate ``u`` where ``u`` is the first time derivative of ``q``
485
+ (i.e., ``u = Derivative(q(t), t)``).
486
+
487
+ >>> from sympy import symbols
488
+ >>> from sympy.physics.mechanics import (LinearDamper, LinearPathway,
489
+ ... Point, ReferenceFrame)
490
+ >>> from sympy.physics.vector import dynamicsymbols
491
+ >>> N = ReferenceFrame('N')
492
+ >>> q = dynamicsymbols('q')
493
+ >>> damping = symbols('c')
494
+ >>> pA, pB = Point('pA'), Point('pB')
495
+ >>> pA.set_vel(N, 0)
496
+ >>> pB.set_pos(pA, q*N.x)
497
+ >>> pB.pos_from(pA)
498
+ q(t)*N.x
499
+ >>> pB.vel(N)
500
+ Derivative(q(t), t)*N.x
501
+ >>> linear_pathway = LinearPathway(pA, pB)
502
+ >>> damper = LinearDamper(damping, linear_pathway)
503
+ >>> damper
504
+ LinearDamper(c, LinearPathway(pA, pB))
505
+
506
+ This damper will produce a force that is proportional to both its damping
507
+ coefficient and the pathway's extension length. Note that this force is
508
+ negative as SymPy's sign convention for actuators is that negative forces
509
+ are contractile and the damping force of the damper will oppose the
510
+ direction of length change.
511
+
512
+ >>> damper.force
513
+ -c*sqrt(q(t)**2)*Derivative(q(t), t)/q(t)
514
+
515
+ Parameters
516
+ ==========
517
+
518
+ damping : Expr
519
+ The damping constant.
520
+ pathway : PathwayBase
521
+ The pathway that the actuator follows. This must be an instance of a
522
+ concrete subclass of ``PathwayBase``, e.g. ``LinearPathway``.
523
+
524
+ See Also
525
+ ========
526
+
527
+ ForceActuator: force-producing actuator (superclass of ``LinearDamper``).
528
+ LinearPathway: straight-line pathway between a pair of points.
529
+
530
+ """
531
+
532
+ def __init__(self, damping, pathway):
533
+ """Initializer for ``LinearDamper``.
534
+
535
+ Parameters
536
+ ==========
537
+
538
+ damping : Expr
539
+ The damping constant.
540
+ pathway : PathwayBase
541
+ The pathway that the actuator follows. This must be an instance of
542
+ a concrete subclass of ``PathwayBase``, e.g. ``LinearPathway``.
543
+
544
+ """
545
+ self.damping = damping
546
+ self.pathway = pathway
547
+
548
+ @property
549
+ def force(self):
550
+ """The damping force produced by the linear damper."""
551
+ return -self.damping*self.pathway.extension_velocity
552
+
553
+ @force.setter
554
+ def force(self, force):
555
+ raise AttributeError('Can\'t set computed attribute `force`.')
556
+
557
+ @property
558
+ def damping(self):
559
+ """The damping constant for the linear damper."""
560
+ return self._damping
561
+
562
+ @damping.setter
563
+ def damping(self, damping):
564
+ if hasattr(self, '_damping'):
565
+ msg = (
566
+ f'Can\'t set attribute `damping` to {repr(damping)} as it is '
567
+ f'immutable.'
568
+ )
569
+ raise AttributeError(msg)
570
+ self._damping = sympify(damping, strict=True)
571
+
572
+ def __repr__(self):
573
+ """Representation of a ``LinearDamper``."""
574
+ return f'{self.__class__.__name__}({self.damping}, {self.pathway})'
575
+
576
+
577
+ class TorqueActuator(ActuatorBase):
578
+ """Torque-producing actuator.
579
+
580
+ Explanation
581
+ ===========
582
+
583
+ A ``TorqueActuator`` is an actuator that produces a pair of equal and
584
+ opposite torques on a pair of bodies.
585
+
586
+ Examples
587
+ ========
588
+
589
+ To construct a torque actuator, an expression (or symbol) must be supplied
590
+ to represent the torque it can produce, alongside a vector specifying the
591
+ axis about which the torque will act, and a pair of frames on which the
592
+ torque will act.
593
+
594
+ >>> from sympy import symbols
595
+ >>> from sympy.physics.mechanics import (ReferenceFrame, RigidBody,
596
+ ... TorqueActuator)
597
+ >>> N = ReferenceFrame('N')
598
+ >>> A = ReferenceFrame('A')
599
+ >>> torque = symbols('T')
600
+ >>> axis = N.z
601
+ >>> parent = RigidBody('parent', frame=N)
602
+ >>> child = RigidBody('child', frame=A)
603
+ >>> bodies = (child, parent)
604
+ >>> actuator = TorqueActuator(torque, axis, *bodies)
605
+ >>> actuator
606
+ TorqueActuator(T, axis=N.z, target_frame=A, reaction_frame=N)
607
+
608
+ Note that because torques actually act on frames, not bodies,
609
+ ``TorqueActuator`` will extract the frame associated with a ``RigidBody``
610
+ when one is passed instead of a ``ReferenceFrame``.
611
+
612
+ Parameters
613
+ ==========
614
+
615
+ torque : Expr
616
+ The scalar expression defining the torque that the actuator produces.
617
+ axis : Vector
618
+ The axis about which the actuator applies torques.
619
+ target_frame : ReferenceFrame | RigidBody
620
+ The primary frame on which the actuator will apply the torque.
621
+ reaction_frame : ReferenceFrame | RigidBody | None
622
+ The secondary frame on which the actuator will apply the torque. Note
623
+ that the (equal and opposite) reaction torque is applied to this frame.
624
+
625
+ """
626
+
627
+ def __init__(self, torque, axis, target_frame, reaction_frame=None):
628
+ """Initializer for ``TorqueActuator``.
629
+
630
+ Parameters
631
+ ==========
632
+
633
+ torque : Expr
634
+ The scalar expression defining the torque that the actuator
635
+ produces.
636
+ axis : Vector
637
+ The axis about which the actuator applies torques.
638
+ target_frame : ReferenceFrame | RigidBody
639
+ The primary frame on which the actuator will apply the torque.
640
+ reaction_frame : ReferenceFrame | RigidBody | None
641
+ The secondary frame on which the actuator will apply the torque.
642
+ Note that the (equal and opposite) reaction torque is applied to
643
+ this frame.
644
+
645
+ """
646
+ self.torque = torque
647
+ self.axis = axis
648
+ self.target_frame = target_frame
649
+ self.reaction_frame = reaction_frame
650
+
651
+ @classmethod
652
+ def at_pin_joint(cls, torque, pin_joint):
653
+ """Alternate construtor to instantiate from a ``PinJoint`` instance.
654
+
655
+ Examples
656
+ ========
657
+
658
+ To create a pin joint the ``PinJoint`` class requires a name, parent
659
+ body, and child body to be passed to its constructor. It is also
660
+ possible to control the joint axis using the ``joint_axis`` keyword
661
+ argument. In this example let's use the parent body's reference frame's
662
+ z-axis as the joint axis.
663
+
664
+ >>> from sympy.physics.mechanics import (PinJoint, ReferenceFrame,
665
+ ... RigidBody, TorqueActuator)
666
+ >>> N = ReferenceFrame('N')
667
+ >>> A = ReferenceFrame('A')
668
+ >>> parent = RigidBody('parent', frame=N)
669
+ >>> child = RigidBody('child', frame=A)
670
+ >>> pin_joint = PinJoint(
671
+ ... 'pin',
672
+ ... parent,
673
+ ... child,
674
+ ... joint_axis=N.z,
675
+ ... )
676
+
677
+ Let's also create a symbol ``T`` that will represent the torque applied
678
+ by the torque actuator.
679
+
680
+ >>> from sympy import symbols
681
+ >>> torque = symbols('T')
682
+
683
+ To create the torque actuator from the ``torque`` and ``pin_joint``
684
+ variables previously instantiated, these can be passed to the alternate
685
+ constructor class method ``at_pin_joint`` of the ``TorqueActuator``
686
+ class. It should be noted that a positive torque will cause a positive
687
+ displacement of the joint coordinate or that the torque is applied on
688
+ the child body with a reaction torque on the parent.
689
+
690
+ >>> actuator = TorqueActuator.at_pin_joint(torque, pin_joint)
691
+ >>> actuator
692
+ TorqueActuator(T, axis=N.z, target_frame=A, reaction_frame=N)
693
+
694
+ Parameters
695
+ ==========
696
+
697
+ torque : Expr
698
+ The scalar expression defining the torque that the actuator
699
+ produces.
700
+ pin_joint : PinJoint
701
+ The pin joint, and by association the parent and child bodies, on
702
+ which the torque actuator will act. The pair of bodies acted upon
703
+ by the torque actuator are the parent and child bodies of the pin
704
+ joint, with the child acting as the reaction body. The pin joint's
705
+ axis is used as the axis about which the torque actuator will apply
706
+ its torque.
707
+
708
+ """
709
+ if not isinstance(pin_joint, PinJoint):
710
+ msg = (
711
+ f'Value {repr(pin_joint)} passed to `pin_joint` was of type '
712
+ f'{type(pin_joint)}, must be {PinJoint}.'
713
+ )
714
+ raise TypeError(msg)
715
+ return cls(
716
+ torque,
717
+ pin_joint.joint_axis,
718
+ pin_joint.child_interframe,
719
+ pin_joint.parent_interframe,
720
+ )
721
+
722
+ @property
723
+ def torque(self):
724
+ """The magnitude of the torque produced by the actuator."""
725
+ return self._torque
726
+
727
+ @torque.setter
728
+ def torque(self, torque):
729
+ if hasattr(self, '_torque'):
730
+ msg = (
731
+ f'Can\'t set attribute `torque` to {repr(torque)} as it is '
732
+ f'immutable.'
733
+ )
734
+ raise AttributeError(msg)
735
+ self._torque = sympify(torque, strict=True)
736
+
737
+ @property
738
+ def axis(self):
739
+ """The axis about which the torque acts."""
740
+ return self._axis
741
+
742
+ @axis.setter
743
+ def axis(self, axis):
744
+ if hasattr(self, '_axis'):
745
+ msg = (
746
+ f'Can\'t set attribute `axis` to {repr(axis)} as it is '
747
+ f'immutable.'
748
+ )
749
+ raise AttributeError(msg)
750
+ if not isinstance(axis, Vector):
751
+ msg = (
752
+ f'Value {repr(axis)} passed to `axis` was of type '
753
+ f'{type(axis)}, must be {Vector}.'
754
+ )
755
+ raise TypeError(msg)
756
+ self._axis = axis
757
+
758
+ @property
759
+ def target_frame(self):
760
+ """The primary reference frames on which the torque will act."""
761
+ return self._target_frame
762
+
763
+ @target_frame.setter
764
+ def target_frame(self, target_frame):
765
+ if hasattr(self, '_target_frame'):
766
+ msg = (
767
+ f'Can\'t set attribute `target_frame` to {repr(target_frame)} '
768
+ f'as it is immutable.'
769
+ )
770
+ raise AttributeError(msg)
771
+ if isinstance(target_frame, RigidBody):
772
+ target_frame = target_frame.frame
773
+ elif not isinstance(target_frame, ReferenceFrame):
774
+ msg = (
775
+ f'Value {repr(target_frame)} passed to `target_frame` was of '
776
+ f'type {type(target_frame)}, must be {ReferenceFrame}.'
777
+ )
778
+ raise TypeError(msg)
779
+ self._target_frame = target_frame
780
+
781
+ @property
782
+ def reaction_frame(self):
783
+ """The primary reference frames on which the torque will act."""
784
+ return self._reaction_frame
785
+
786
+ @reaction_frame.setter
787
+ def reaction_frame(self, reaction_frame):
788
+ if hasattr(self, '_reaction_frame'):
789
+ msg = (
790
+ f'Can\'t set attribute `reaction_frame` to '
791
+ f'{repr(reaction_frame)} as it is immutable.'
792
+ )
793
+ raise AttributeError(msg)
794
+ if isinstance(reaction_frame, RigidBody):
795
+ reaction_frame = reaction_frame.frame
796
+ elif (
797
+ not isinstance(reaction_frame, ReferenceFrame)
798
+ and reaction_frame is not None
799
+ ):
800
+ msg = (
801
+ f'Value {repr(reaction_frame)} passed to `reaction_frame` was '
802
+ f'of type {type(reaction_frame)}, must be {ReferenceFrame}.'
803
+ )
804
+ raise TypeError(msg)
805
+ self._reaction_frame = reaction_frame
806
+
807
+ def to_loads(self):
808
+ """Loads required by the equations of motion method classes.
809
+
810
+ Explanation
811
+ ===========
812
+
813
+ ``KanesMethod`` requires a list of ``Point``-``Vector`` tuples to be
814
+ passed to the ``loads`` parameters of its ``kanes_equations`` method
815
+ when constructing the equations of motion. This method acts as a
816
+ utility to produce the correctly-structred pairs of points and vectors
817
+ required so that these can be easily concatenated with other items in
818
+ the list of loads and passed to ``KanesMethod.kanes_equations``. These
819
+ loads are also in the correct form to also be passed to the other
820
+ equations of motion method classes, e.g. ``LagrangesMethod``.
821
+
822
+ Examples
823
+ ========
824
+
825
+ The below example shows how to generate the loads produced by a torque
826
+ actuator that acts on a pair of bodies attached by a pin joint.
827
+
828
+ >>> from sympy import symbols
829
+ >>> from sympy.physics.mechanics import (PinJoint, ReferenceFrame,
830
+ ... RigidBody, TorqueActuator)
831
+ >>> torque = symbols('T')
832
+ >>> N = ReferenceFrame('N')
833
+ >>> A = ReferenceFrame('A')
834
+ >>> parent = RigidBody('parent', frame=N)
835
+ >>> child = RigidBody('child', frame=A)
836
+ >>> pin_joint = PinJoint(
837
+ ... 'pin',
838
+ ... parent,
839
+ ... child,
840
+ ... joint_axis=N.z,
841
+ ... )
842
+ >>> actuator = TorqueActuator.at_pin_joint(torque, pin_joint)
843
+
844
+ The forces produces by the damper can be generated by calling the
845
+ ``to_loads`` method.
846
+
847
+ >>> actuator.to_loads()
848
+ [(A, T*N.z), (N, - T*N.z)]
849
+
850
+ Alternatively, if a torque actuator is created without a reaction frame
851
+ then the loads returned by the ``to_loads`` method will contain just
852
+ the single load acting on the target frame.
853
+
854
+ >>> actuator = TorqueActuator(torque, N.z, N)
855
+ >>> actuator.to_loads()
856
+ [(N, T*N.z)]
857
+
858
+ """
859
+ loads = [
860
+ Torque(self.target_frame, self.torque*self.axis),
861
+ ]
862
+ if self.reaction_frame is not None:
863
+ loads.append(Torque(self.reaction_frame, -self.torque*self.axis))
864
+ return loads
865
+
866
+ def __repr__(self):
867
+ """Representation of a ``TorqueActuator``."""
868
+ string = (
869
+ f'{self.__class__.__name__}({self.torque}, axis={self.axis}, '
870
+ f'target_frame={self.target_frame}'
871
+ )
872
+ if self.reaction_frame is not None:
873
+ string += f', reaction_frame={self.reaction_frame})'
874
+ else:
875
+ string += ')'
876
+ return string
877
+
878
+
879
+ class DuffingSpring(ForceActuator):
880
+ """A nonlinear spring based on the Duffing equation.
881
+
882
+ Explanation
883
+ ===========
884
+
885
+ Here, ``DuffingSpring`` represents the force exerted by a nonlinear spring based on the Duffing equation:
886
+ F = -beta*x-alpha*x**3, where x is the displacement from the equilibrium position, beta is the linear spring constant,
887
+ and alpha is the coefficient for the nonlinear cubic term.
888
+
889
+ Parameters
890
+ ==========
891
+
892
+ linear_stiffness : Expr
893
+ The linear stiffness coefficient (beta).
894
+ nonlinear_stiffness : Expr
895
+ The nonlinear stiffness coefficient (alpha).
896
+ pathway : PathwayBase
897
+ The pathway that the actuator follows.
898
+ equilibrium_length : Expr, optional
899
+ The length at which the spring is in equilibrium (x).
900
+ """
901
+
902
+ def __init__(self, linear_stiffness, nonlinear_stiffness, pathway, equilibrium_length=S.Zero):
903
+ self.linear_stiffness = sympify(linear_stiffness, strict=True)
904
+ self.nonlinear_stiffness = sympify(nonlinear_stiffness, strict=True)
905
+ self.equilibrium_length = sympify(equilibrium_length, strict=True)
906
+
907
+ if not isinstance(pathway, PathwayBase):
908
+ raise TypeError("pathway must be an instance of PathwayBase.")
909
+ self._pathway = pathway
910
+
911
+ @property
912
+ def linear_stiffness(self):
913
+ return self._linear_stiffness
914
+
915
+ @linear_stiffness.setter
916
+ def linear_stiffness(self, linear_stiffness):
917
+ if hasattr(self, '_linear_stiffness'):
918
+ msg = (
919
+ f'Can\'t set attribute `linear_stiffness` to '
920
+ f'{repr(linear_stiffness)} as it is immutable.'
921
+ )
922
+ raise AttributeError(msg)
923
+ self._linear_stiffness = sympify(linear_stiffness, strict=True)
924
+
925
+ @property
926
+ def nonlinear_stiffness(self):
927
+ return self._nonlinear_stiffness
928
+
929
+ @nonlinear_stiffness.setter
930
+ def nonlinear_stiffness(self, nonlinear_stiffness):
931
+ if hasattr(self, '_nonlinear_stiffness'):
932
+ msg = (
933
+ f'Can\'t set attribute `nonlinear_stiffness` to '
934
+ f'{repr(nonlinear_stiffness)} as it is immutable.'
935
+ )
936
+ raise AttributeError(msg)
937
+ self._nonlinear_stiffness = sympify(nonlinear_stiffness, strict=True)
938
+
939
+ @property
940
+ def pathway(self):
941
+ return self._pathway
942
+
943
+ @pathway.setter
944
+ def pathway(self, pathway):
945
+ if hasattr(self, '_pathway'):
946
+ msg = (
947
+ f'Can\'t set attribute `pathway` to {repr(pathway)} as it is '
948
+ f'immutable.'
949
+ )
950
+ raise AttributeError(msg)
951
+ if not isinstance(pathway, PathwayBase):
952
+ msg = (
953
+ f'Value {repr(pathway)} passed to `pathway` was of type '
954
+ f'{type(pathway)}, must be {PathwayBase}.'
955
+ )
956
+ raise TypeError(msg)
957
+ self._pathway = pathway
958
+
959
+ @property
960
+ def equilibrium_length(self):
961
+ return self._equilibrium_length
962
+
963
+ @equilibrium_length.setter
964
+ def equilibrium_length(self, equilibrium_length):
965
+ if hasattr(self, '_equilibrium_length'):
966
+ msg = (
967
+ f'Can\'t set attribute `equilibrium_length` to '
968
+ f'{repr(equilibrium_length)} as it is immutable.'
969
+ )
970
+ raise AttributeError(msg)
971
+ self._equilibrium_length = sympify(equilibrium_length, strict=True)
972
+
973
+ @property
974
+ def force(self):
975
+ """The force produced by the Duffing spring."""
976
+ displacement = self.pathway.length - self.equilibrium_length
977
+ return -self.linear_stiffness * displacement - self.nonlinear_stiffness * displacement**3
978
+
979
+ @force.setter
980
+ def force(self, force):
981
+ if hasattr(self, '_force'):
982
+ msg = (
983
+ f'Can\'t set attribute `force` to {repr(force)} as it is '
984
+ f'immutable.'
985
+ )
986
+ raise AttributeError(msg)
987
+ self._force = sympify(force, strict=True)
988
+
989
+ def __repr__(self):
990
+ return (f"{self.__class__.__name__}("
991
+ f"{self.linear_stiffness}, {self.nonlinear_stiffness}, {self.pathway}, "
992
+ f"equilibrium_length={self.equilibrium_length})")
mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/body.py ADDED
@@ -0,0 +1,710 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from sympy import Symbol
2
+ from sympy.physics.vector import Point, Vector, ReferenceFrame, Dyadic
3
+ from sympy.physics.mechanics import RigidBody, Particle, Inertia
4
+ from sympy.physics.mechanics.body_base import BodyBase
5
+ from sympy.utilities.exceptions import sympy_deprecation_warning
6
+
7
+ __all__ = ['Body']
8
+
9
+
10
+ # XXX: We use type:ignore because the classes RigidBody and Particle have
11
+ # inconsistent parallel axis methods that take different numbers of arguments.
12
+ class Body(RigidBody, Particle): # type: ignore
13
+ """
14
+ Body is a common representation of either a RigidBody or a Particle SymPy
15
+ object depending on what is passed in during initialization. If a mass is
16
+ passed in and central_inertia is left as None, the Particle object is
17
+ created. Otherwise a RigidBody object will be created.
18
+
19
+ .. deprecated:: 1.13
20
+ The Body class is deprecated. Its functionality is captured by
21
+ :class:`~.RigidBody` and :class:`~.Particle`.
22
+
23
+ Explanation
24
+ ===========
25
+
26
+ The attributes that Body possesses will be the same as a Particle instance
27
+ or a Rigid Body instance depending on which was created. Additional
28
+ attributes are listed below.
29
+
30
+ Attributes
31
+ ==========
32
+
33
+ name : string
34
+ The body's name
35
+ masscenter : Point
36
+ The point which represents the center of mass of the rigid body
37
+ frame : ReferenceFrame
38
+ The reference frame which the body is fixed in
39
+ mass : Sympifyable
40
+ The body's mass
41
+ inertia : (Dyadic, Point)
42
+ The body's inertia around its center of mass. This attribute is specific
43
+ to the rigid body form of Body and is left undefined for the Particle
44
+ form
45
+ loads : iterable
46
+ This list contains information on the different loads acting on the
47
+ Body. Forces are listed as a (point, vector) tuple and torques are
48
+ listed as (reference frame, vector) tuples.
49
+
50
+ Parameters
51
+ ==========
52
+
53
+ name : String
54
+ Defines the name of the body. It is used as the base for defining
55
+ body specific properties.
56
+ masscenter : Point, optional
57
+ A point that represents the center of mass of the body or particle.
58
+ If no point is given, a point is generated.
59
+ mass : Sympifyable, optional
60
+ A Sympifyable object which represents the mass of the body. If no
61
+ mass is passed, one is generated.
62
+ frame : ReferenceFrame, optional
63
+ The ReferenceFrame that represents the reference frame of the body.
64
+ If no frame is given, a frame is generated.
65
+ central_inertia : Dyadic, optional
66
+ Central inertia dyadic of the body. If none is passed while creating
67
+ RigidBody, a default inertia is generated.
68
+
69
+ Examples
70
+ ========
71
+
72
+ As Body has been deprecated, the following examples are for illustrative
73
+ purposes only. The functionality of Body is fully captured by
74
+ :class:`~.RigidBody` and :class:`~.Particle`. To ignore the deprecation
75
+ warning we can use the ignore_warnings context manager.
76
+
77
+ >>> from sympy.utilities.exceptions import ignore_warnings
78
+
79
+ Default behaviour. This results in the creation of a RigidBody object for
80
+ which the mass, mass center, frame and inertia attributes are given default
81
+ values. ::
82
+
83
+ >>> from sympy.physics.mechanics import Body
84
+ >>> with ignore_warnings(DeprecationWarning):
85
+ ... body = Body('name_of_body')
86
+
87
+ This next example demonstrates the code required to specify all of the
88
+ values of the Body object. Note this will also create a RigidBody version of
89
+ the Body object. ::
90
+
91
+ >>> from sympy import Symbol
92
+ >>> from sympy.physics.mechanics import ReferenceFrame, Point, inertia
93
+ >>> from sympy.physics.mechanics import Body
94
+ >>> mass = Symbol('mass')
95
+ >>> masscenter = Point('masscenter')
96
+ >>> frame = ReferenceFrame('frame')
97
+ >>> ixx = Symbol('ixx')
98
+ >>> body_inertia = inertia(frame, ixx, 0, 0)
99
+ >>> with ignore_warnings(DeprecationWarning):
100
+ ... body = Body('name_of_body', masscenter, mass, frame, body_inertia)
101
+
102
+ The minimal code required to create a Particle version of the Body object
103
+ involves simply passing in a name and a mass. ::
104
+
105
+ >>> from sympy import Symbol
106
+ >>> from sympy.physics.mechanics import Body
107
+ >>> mass = Symbol('mass')
108
+ >>> with ignore_warnings(DeprecationWarning):
109
+ ... body = Body('name_of_body', mass=mass)
110
+
111
+ The Particle version of the Body object can also receive a masscenter point
112
+ and a reference frame, just not an inertia.
113
+ """
114
+
115
+ def __init__(self, name, masscenter=None, mass=None, frame=None,
116
+ central_inertia=None):
117
+ sympy_deprecation_warning(
118
+ """
119
+ Support for the Body class has been removed, as its functionality is
120
+ fully captured by RigidBody and Particle.
121
+ """,
122
+ deprecated_since_version="1.13",
123
+ active_deprecations_target="deprecated-mechanics-body-class"
124
+ )
125
+
126
+ self._loads = []
127
+
128
+ if frame is None:
129
+ frame = ReferenceFrame(name + '_frame')
130
+
131
+ if masscenter is None:
132
+ masscenter = Point(name + '_masscenter')
133
+
134
+ if central_inertia is None and mass is None:
135
+ ixx = Symbol(name + '_ixx')
136
+ iyy = Symbol(name + '_iyy')
137
+ izz = Symbol(name + '_izz')
138
+ izx = Symbol(name + '_izx')
139
+ ixy = Symbol(name + '_ixy')
140
+ iyz = Symbol(name + '_iyz')
141
+ _inertia = Inertia.from_inertia_scalars(masscenter, frame, ixx, iyy,
142
+ izz, ixy, iyz, izx)
143
+ else:
144
+ _inertia = (central_inertia, masscenter)
145
+
146
+ if mass is None:
147
+ _mass = Symbol(name + '_mass')
148
+ else:
149
+ _mass = mass
150
+
151
+ masscenter.set_vel(frame, 0)
152
+
153
+ # If user passes masscenter and mass then a particle is created
154
+ # otherwise a rigidbody. As a result a body may or may not have inertia.
155
+ # Note: BodyBase.__init__ is used to prevent problems with super() calls in
156
+ # Particle and RigidBody arising due to multiple inheritance.
157
+ if central_inertia is None and mass is not None:
158
+ BodyBase.__init__(self, name, masscenter, _mass)
159
+ self.frame = frame
160
+ self._central_inertia = Dyadic(0)
161
+ else:
162
+ BodyBase.__init__(self, name, masscenter, _mass)
163
+ self.frame = frame
164
+ self.inertia = _inertia
165
+
166
+ def __repr__(self):
167
+ if self.is_rigidbody:
168
+ return RigidBody.__repr__(self)
169
+ return Particle.__repr__(self)
170
+
171
+ @property
172
+ def loads(self):
173
+ return self._loads
174
+
175
+ @property
176
+ def x(self):
177
+ """The basis Vector for the Body, in the x direction."""
178
+ return self.frame.x
179
+
180
+ @property
181
+ def y(self):
182
+ """The basis Vector for the Body, in the y direction."""
183
+ return self.frame.y
184
+
185
+ @property
186
+ def z(self):
187
+ """The basis Vector for the Body, in the z direction."""
188
+ return self.frame.z
189
+
190
+ @property
191
+ def inertia(self):
192
+ """The body's inertia about a point; stored as (Dyadic, Point)."""
193
+ if self.is_rigidbody:
194
+ return RigidBody.inertia.fget(self)
195
+ return (self.central_inertia, self.masscenter)
196
+
197
+ @inertia.setter
198
+ def inertia(self, I):
199
+ RigidBody.inertia.fset(self, I)
200
+
201
+ @property
202
+ def is_rigidbody(self):
203
+ if hasattr(self, '_inertia'):
204
+ return True
205
+ return False
206
+
207
+ def kinetic_energy(self, frame):
208
+ """Kinetic energy of the body.
209
+
210
+ Parameters
211
+ ==========
212
+
213
+ frame : ReferenceFrame or Body
214
+ The Body's angular velocity and the velocity of it's mass
215
+ center are typically defined with respect to an inertial frame but
216
+ any relevant frame in which the velocities are known can be supplied.
217
+
218
+ Examples
219
+ ========
220
+
221
+ As Body has been deprecated, the following examples are for illustrative
222
+ purposes only. The functionality of Body is fully captured by
223
+ :class:`~.RigidBody` and :class:`~.Particle`. To ignore the deprecation
224
+ warning we can use the ignore_warnings context manager.
225
+
226
+ >>> from sympy.utilities.exceptions import ignore_warnings
227
+ >>> from sympy.physics.mechanics import Body, ReferenceFrame, Point
228
+ >>> from sympy import symbols
229
+ >>> m, v, r, omega = symbols('m v r omega')
230
+ >>> N = ReferenceFrame('N')
231
+ >>> O = Point('O')
232
+ >>> with ignore_warnings(DeprecationWarning):
233
+ ... P = Body('P', masscenter=O, mass=m)
234
+ >>> P.masscenter.set_vel(N, v * N.y)
235
+ >>> P.kinetic_energy(N)
236
+ m*v**2/2
237
+
238
+ >>> N = ReferenceFrame('N')
239
+ >>> b = ReferenceFrame('b')
240
+ >>> b.set_ang_vel(N, omega * b.x)
241
+ >>> P = Point('P')
242
+ >>> P.set_vel(N, v * N.x)
243
+ >>> with ignore_warnings(DeprecationWarning):
244
+ ... B = Body('B', masscenter=P, frame=b)
245
+ >>> B.kinetic_energy(N)
246
+ B_ixx*omega**2/2 + B_mass*v**2/2
247
+
248
+ See Also
249
+ ========
250
+
251
+ sympy.physics.mechanics : Particle, RigidBody
252
+
253
+ """
254
+ if isinstance(frame, Body):
255
+ frame = Body.frame
256
+ if self.is_rigidbody:
257
+ return RigidBody(self.name, self.masscenter, self.frame, self.mass,
258
+ (self.central_inertia, self.masscenter)).kinetic_energy(frame)
259
+ return Particle(self.name, self.masscenter, self.mass).kinetic_energy(frame)
260
+
261
+ def apply_force(self, force, point=None, reaction_body=None, reaction_point=None):
262
+ """Add force to the body(s).
263
+
264
+ Explanation
265
+ ===========
266
+
267
+ Applies the force on self or equal and opposite forces on
268
+ self and other body if both are given on the desired point on the bodies.
269
+ The force applied on other body is taken opposite of self, i.e, -force.
270
+
271
+ Parameters
272
+ ==========
273
+
274
+ force: Vector
275
+ The force to be applied.
276
+ point: Point, optional
277
+ The point on self on which force is applied.
278
+ By default self's masscenter.
279
+ reaction_body: Body, optional
280
+ Second body on which equal and opposite force
281
+ is to be applied.
282
+ reaction_point : Point, optional
283
+ The point on other body on which equal and opposite
284
+ force is applied. By default masscenter of other body.
285
+
286
+ Example
287
+ =======
288
+
289
+ As Body has been deprecated, the following examples are for illustrative
290
+ purposes only. The functionality of Body is fully captured by
291
+ :class:`~.RigidBody` and :class:`~.Particle`. To ignore the deprecation
292
+ warning we can use the ignore_warnings context manager.
293
+
294
+ >>> from sympy.utilities.exceptions import ignore_warnings
295
+ >>> from sympy import symbols
296
+ >>> from sympy.physics.mechanics import Body, Point, dynamicsymbols
297
+ >>> m, g = symbols('m g')
298
+ >>> with ignore_warnings(DeprecationWarning):
299
+ ... B = Body('B')
300
+ >>> force1 = m*g*B.z
301
+ >>> B.apply_force(force1) #Applying force on B's masscenter
302
+ >>> B.loads
303
+ [(B_masscenter, g*m*B_frame.z)]
304
+
305
+ We can also remove some part of force from any point on the body by
306
+ adding the opposite force to the body on that point.
307
+
308
+ >>> f1, f2 = dynamicsymbols('f1 f2')
309
+ >>> P = Point('P') #Considering point P on body B
310
+ >>> B.apply_force(f1*B.x + f2*B.y, P)
311
+ >>> B.loads
312
+ [(B_masscenter, g*m*B_frame.z), (P, f1(t)*B_frame.x + f2(t)*B_frame.y)]
313
+
314
+ Let's remove f1 from point P on body B.
315
+
316
+ >>> B.apply_force(-f1*B.x, P)
317
+ >>> B.loads
318
+ [(B_masscenter, g*m*B_frame.z), (P, f2(t)*B_frame.y)]
319
+
320
+ To further demonstrate the use of ``apply_force`` attribute,
321
+ consider two bodies connected through a spring.
322
+
323
+ >>> from sympy.physics.mechanics import Body, dynamicsymbols
324
+ >>> with ignore_warnings(DeprecationWarning):
325
+ ... N = Body('N') #Newtonion Frame
326
+ >>> x = dynamicsymbols('x')
327
+ >>> with ignore_warnings(DeprecationWarning):
328
+ ... B1 = Body('B1')
329
+ ... B2 = Body('B2')
330
+ >>> spring_force = x*N.x
331
+
332
+ Now let's apply equal and opposite spring force to the bodies.
333
+
334
+ >>> P1 = Point('P1')
335
+ >>> P2 = Point('P2')
336
+ >>> B1.apply_force(spring_force, point=P1, reaction_body=B2, reaction_point=P2)
337
+
338
+ We can check the loads(forces) applied to bodies now.
339
+
340
+ >>> B1.loads
341
+ [(P1, x(t)*N_frame.x)]
342
+ >>> B2.loads
343
+ [(P2, - x(t)*N_frame.x)]
344
+
345
+ Notes
346
+ =====
347
+
348
+ If a new force is applied to a body on a point which already has some
349
+ force applied on it, then the new force is added to the already applied
350
+ force on that point.
351
+
352
+ """
353
+
354
+ if not isinstance(point, Point):
355
+ if point is None:
356
+ point = self.masscenter # masscenter
357
+ else:
358
+ raise TypeError("Force must be applied to a point on the body.")
359
+ if not isinstance(force, Vector):
360
+ raise TypeError("Force must be a vector.")
361
+
362
+ if reaction_body is not None:
363
+ reaction_body.apply_force(-force, point=reaction_point)
364
+
365
+ for load in self._loads:
366
+ if point in load:
367
+ force += load[1]
368
+ self._loads.remove(load)
369
+ break
370
+
371
+ self._loads.append((point, force))
372
+
373
+ def apply_torque(self, torque, reaction_body=None):
374
+ """Add torque to the body(s).
375
+
376
+ Explanation
377
+ ===========
378
+
379
+ Applies the torque on self or equal and opposite torques on
380
+ self and other body if both are given.
381
+ The torque applied on other body is taken opposite of self,
382
+ i.e, -torque.
383
+
384
+ Parameters
385
+ ==========
386
+
387
+ torque: Vector
388
+ The torque to be applied.
389
+ reaction_body: Body, optional
390
+ Second body on which equal and opposite torque
391
+ is to be applied.
392
+
393
+ Example
394
+ =======
395
+
396
+ As Body has been deprecated, the following examples are for illustrative
397
+ purposes only. The functionality of Body is fully captured by
398
+ :class:`~.RigidBody` and :class:`~.Particle`. To ignore the deprecation
399
+ warning we can use the ignore_warnings context manager.
400
+
401
+ >>> from sympy.utilities.exceptions import ignore_warnings
402
+ >>> from sympy import symbols
403
+ >>> from sympy.physics.mechanics import Body, dynamicsymbols
404
+ >>> t = symbols('t')
405
+ >>> with ignore_warnings(DeprecationWarning):
406
+ ... B = Body('B')
407
+ >>> torque1 = t*B.z
408
+ >>> B.apply_torque(torque1)
409
+ >>> B.loads
410
+ [(B_frame, t*B_frame.z)]
411
+
412
+ We can also remove some part of torque from the body by
413
+ adding the opposite torque to the body.
414
+
415
+ >>> t1, t2 = dynamicsymbols('t1 t2')
416
+ >>> B.apply_torque(t1*B.x + t2*B.y)
417
+ >>> B.loads
418
+ [(B_frame, t1(t)*B_frame.x + t2(t)*B_frame.y + t*B_frame.z)]
419
+
420
+ Let's remove t1 from Body B.
421
+
422
+ >>> B.apply_torque(-t1*B.x)
423
+ >>> B.loads
424
+ [(B_frame, t2(t)*B_frame.y + t*B_frame.z)]
425
+
426
+ To further demonstrate the use, let us consider two bodies such that
427
+ a torque `T` is acting on one body, and `-T` on the other.
428
+
429
+ >>> from sympy.physics.mechanics import Body, dynamicsymbols
430
+ >>> with ignore_warnings(DeprecationWarning):
431
+ ... N = Body('N') #Newtonion frame
432
+ ... B1 = Body('B1')
433
+ ... B2 = Body('B2')
434
+ >>> v = dynamicsymbols('v')
435
+ >>> T = v*N.y #Torque
436
+
437
+ Now let's apply equal and opposite torque to the bodies.
438
+
439
+ >>> B1.apply_torque(T, B2)
440
+
441
+ We can check the loads (torques) applied to bodies now.
442
+
443
+ >>> B1.loads
444
+ [(B1_frame, v(t)*N_frame.y)]
445
+ >>> B2.loads
446
+ [(B2_frame, - v(t)*N_frame.y)]
447
+
448
+ Notes
449
+ =====
450
+
451
+ If a new torque is applied on body which already has some torque applied on it,
452
+ then the new torque is added to the previous torque about the body's frame.
453
+
454
+ """
455
+
456
+ if not isinstance(torque, Vector):
457
+ raise TypeError("A Vector must be supplied to add torque.")
458
+
459
+ if reaction_body is not None:
460
+ reaction_body.apply_torque(-torque)
461
+
462
+ for load in self._loads:
463
+ if self.frame in load:
464
+ torque += load[1]
465
+ self._loads.remove(load)
466
+ break
467
+ self._loads.append((self.frame, torque))
468
+
469
+ def clear_loads(self):
470
+ """
471
+ Clears the Body's loads list.
472
+
473
+ Example
474
+ =======
475
+
476
+ As Body has been deprecated, the following examples are for illustrative
477
+ purposes only. The functionality of Body is fully captured by
478
+ :class:`~.RigidBody` and :class:`~.Particle`. To ignore the deprecation
479
+ warning we can use the ignore_warnings context manager.
480
+
481
+ >>> from sympy.utilities.exceptions import ignore_warnings
482
+ >>> from sympy.physics.mechanics import Body
483
+ >>> with ignore_warnings(DeprecationWarning):
484
+ ... B = Body('B')
485
+ >>> force = B.x + B.y
486
+ >>> B.apply_force(force)
487
+ >>> B.loads
488
+ [(B_masscenter, B_frame.x + B_frame.y)]
489
+ >>> B.clear_loads()
490
+ >>> B.loads
491
+ []
492
+
493
+ """
494
+
495
+ self._loads = []
496
+
497
+ def remove_load(self, about=None):
498
+ """
499
+ Remove load about a point or frame.
500
+
501
+ Parameters
502
+ ==========
503
+
504
+ about : Point or ReferenceFrame, optional
505
+ The point about which force is applied,
506
+ and is to be removed.
507
+ If about is None, then the torque about
508
+ self's frame is removed.
509
+
510
+ Example
511
+ =======
512
+
513
+ As Body has been deprecated, the following examples are for illustrative
514
+ purposes only. The functionality of Body is fully captured by
515
+ :class:`~.RigidBody` and :class:`~.Particle`. To ignore the deprecation
516
+ warning we can use the ignore_warnings context manager.
517
+
518
+ >>> from sympy.utilities.exceptions import ignore_warnings
519
+ >>> from sympy.physics.mechanics import Body, Point
520
+ >>> with ignore_warnings(DeprecationWarning):
521
+ ... B = Body('B')
522
+ >>> P = Point('P')
523
+ >>> f1 = B.x
524
+ >>> f2 = B.y
525
+ >>> B.apply_force(f1)
526
+ >>> B.apply_force(f2, P)
527
+ >>> B.loads
528
+ [(B_masscenter, B_frame.x), (P, B_frame.y)]
529
+
530
+ >>> B.remove_load(P)
531
+ >>> B.loads
532
+ [(B_masscenter, B_frame.x)]
533
+
534
+ """
535
+
536
+ if about is not None:
537
+ if not isinstance(about, Point):
538
+ raise TypeError('Load is applied about Point or ReferenceFrame.')
539
+ else:
540
+ about = self.frame
541
+
542
+ for load in self._loads:
543
+ if about in load:
544
+ self._loads.remove(load)
545
+ break
546
+
547
+ def masscenter_vel(self, body):
548
+ """
549
+ Returns the velocity of the mass center with respect to the provided
550
+ rigid body or reference frame.
551
+
552
+ Parameters
553
+ ==========
554
+
555
+ body: Body or ReferenceFrame
556
+ The rigid body or reference frame to calculate the velocity in.
557
+
558
+ Example
559
+ =======
560
+
561
+ As Body has been deprecated, the following examples are for illustrative
562
+ purposes only. The functionality of Body is fully captured by
563
+ :class:`~.RigidBody` and :class:`~.Particle`. To ignore the deprecation
564
+ warning we can use the ignore_warnings context manager.
565
+
566
+ >>> from sympy.utilities.exceptions import ignore_warnings
567
+ >>> from sympy.physics.mechanics import Body
568
+ >>> with ignore_warnings(DeprecationWarning):
569
+ ... A = Body('A')
570
+ ... B = Body('B')
571
+ >>> A.masscenter.set_vel(B.frame, 5*B.frame.x)
572
+ >>> A.masscenter_vel(B)
573
+ 5*B_frame.x
574
+ >>> A.masscenter_vel(B.frame)
575
+ 5*B_frame.x
576
+
577
+ """
578
+
579
+ if isinstance(body, ReferenceFrame):
580
+ frame=body
581
+ elif isinstance(body, Body):
582
+ frame = body.frame
583
+ return self.masscenter.vel(frame)
584
+
585
+ def ang_vel_in(self, body):
586
+ """
587
+ Returns this body's angular velocity with respect to the provided
588
+ rigid body or reference frame.
589
+
590
+ Parameters
591
+ ==========
592
+
593
+ body: Body or ReferenceFrame
594
+ The rigid body or reference frame to calculate the angular velocity in.
595
+
596
+ Example
597
+ =======
598
+
599
+ As Body has been deprecated, the following examples are for illustrative
600
+ purposes only. The functionality of Body is fully captured by
601
+ :class:`~.RigidBody` and :class:`~.Particle`. To ignore the deprecation
602
+ warning we can use the ignore_warnings context manager.
603
+
604
+ >>> from sympy.utilities.exceptions import ignore_warnings
605
+ >>> from sympy.physics.mechanics import Body, ReferenceFrame
606
+ >>> with ignore_warnings(DeprecationWarning):
607
+ ... A = Body('A')
608
+ >>> N = ReferenceFrame('N')
609
+ >>> with ignore_warnings(DeprecationWarning):
610
+ ... B = Body('B', frame=N)
611
+ >>> A.frame.set_ang_vel(N, 5*N.x)
612
+ >>> A.ang_vel_in(B)
613
+ 5*N.x
614
+ >>> A.ang_vel_in(N)
615
+ 5*N.x
616
+
617
+ """
618
+
619
+ if isinstance(body, ReferenceFrame):
620
+ frame=body
621
+ elif isinstance(body, Body):
622
+ frame = body.frame
623
+ return self.frame.ang_vel_in(frame)
624
+
625
+ def dcm(self, body):
626
+ """
627
+ Returns the direction cosine matrix of this body relative to the
628
+ provided rigid body or reference frame.
629
+
630
+ Parameters
631
+ ==========
632
+
633
+ body: Body or ReferenceFrame
634
+ The rigid body or reference frame to calculate the dcm.
635
+
636
+ Example
637
+ =======
638
+
639
+ As Body has been deprecated, the following examples are for illustrative
640
+ purposes only. The functionality of Body is fully captured by
641
+ :class:`~.RigidBody` and :class:`~.Particle`. To ignore the deprecation
642
+ warning we can use the ignore_warnings context manager.
643
+
644
+ >>> from sympy.utilities.exceptions import ignore_warnings
645
+ >>> from sympy.physics.mechanics import Body
646
+ >>> with ignore_warnings(DeprecationWarning):
647
+ ... A = Body('A')
648
+ ... B = Body('B')
649
+ >>> A.frame.orient_axis(B.frame, B.frame.x, 5)
650
+ >>> A.dcm(B)
651
+ Matrix([
652
+ [1, 0, 0],
653
+ [0, cos(5), sin(5)],
654
+ [0, -sin(5), cos(5)]])
655
+ >>> A.dcm(B.frame)
656
+ Matrix([
657
+ [1, 0, 0],
658
+ [0, cos(5), sin(5)],
659
+ [0, -sin(5), cos(5)]])
660
+
661
+ """
662
+
663
+ if isinstance(body, ReferenceFrame):
664
+ frame=body
665
+ elif isinstance(body, Body):
666
+ frame = body.frame
667
+ return self.frame.dcm(frame)
668
+
669
+ def parallel_axis(self, point, frame=None):
670
+ """Returns the inertia dyadic of the body with respect to another
671
+ point.
672
+
673
+ Parameters
674
+ ==========
675
+
676
+ point : sympy.physics.vector.Point
677
+ The point to express the inertia dyadic about.
678
+ frame : sympy.physics.vector.ReferenceFrame
679
+ The reference frame used to construct the dyadic.
680
+
681
+ Returns
682
+ =======
683
+
684
+ inertia : sympy.physics.vector.Dyadic
685
+ The inertia dyadic of the rigid body expressed about the provided
686
+ point.
687
+
688
+ Example
689
+ =======
690
+
691
+ As Body has been deprecated, the following examples are for illustrative
692
+ purposes only. The functionality of Body is fully captured by
693
+ :class:`~.RigidBody` and :class:`~.Particle`. To ignore the deprecation
694
+ warning we can use the ignore_warnings context manager.
695
+
696
+ >>> from sympy.utilities.exceptions import ignore_warnings
697
+ >>> from sympy.physics.mechanics import Body
698
+ >>> with ignore_warnings(DeprecationWarning):
699
+ ... A = Body('A')
700
+ >>> P = A.masscenter.locatenew('point', 3 * A.x + 5 * A.y)
701
+ >>> A.parallel_axis(P).to_matrix(A.frame)
702
+ Matrix([
703
+ [A_ixx + 25*A_mass, A_ixy - 15*A_mass, A_izx],
704
+ [A_ixy - 15*A_mass, A_iyy + 9*A_mass, A_iyz],
705
+ [ A_izx, A_iyz, A_izz + 34*A_mass]])
706
+
707
+ """
708
+ if self.is_rigidbody:
709
+ return RigidBody.parallel_axis(self, point, frame)
710
+ return Particle.parallel_axis(self, point, frame)
mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/body_base.py ADDED
@@ -0,0 +1,94 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from abc import ABC, abstractmethod
2
+ from sympy import Symbol, sympify
3
+ from sympy.physics.vector import Point
4
+
5
+ __all__ = ['BodyBase']
6
+
7
+
8
+ class BodyBase(ABC):
9
+ """Abstract class for body type objects."""
10
+ def __init__(self, name, masscenter=None, mass=None):
11
+ # Note: If frame=None, no auto-generated frame is created, because a
12
+ # Particle does not need to have a frame by default.
13
+ if not isinstance(name, str):
14
+ raise TypeError('Supply a valid name.')
15
+ self._name = name
16
+ if mass is None:
17
+ mass = Symbol(f'{name}_mass')
18
+ if masscenter is None:
19
+ masscenter = Point(f'{name}_masscenter')
20
+ self.mass = mass
21
+ self.masscenter = masscenter
22
+ self.potential_energy = 0
23
+ self.points = []
24
+
25
+ def __str__(self):
26
+ return self.name
27
+
28
+ def __repr__(self):
29
+ return (f'{self.__class__.__name__}({repr(self.name)}, masscenter='
30
+ f'{repr(self.masscenter)}, mass={repr(self.mass)})')
31
+
32
+ @property
33
+ def name(self):
34
+ """The name of the body."""
35
+ return self._name
36
+
37
+ @property
38
+ def masscenter(self):
39
+ """The body's center of mass."""
40
+ return self._masscenter
41
+
42
+ @masscenter.setter
43
+ def masscenter(self, point):
44
+ if not isinstance(point, Point):
45
+ raise TypeError("The body's center of mass must be a Point object.")
46
+ self._masscenter = point
47
+
48
+ @property
49
+ def mass(self):
50
+ """The body's mass."""
51
+ return self._mass
52
+
53
+ @mass.setter
54
+ def mass(self, mass):
55
+ self._mass = sympify(mass)
56
+
57
+ @property
58
+ def potential_energy(self):
59
+ """The potential energy of the body.
60
+
61
+ Examples
62
+ ========
63
+
64
+ >>> from sympy.physics.mechanics import Particle, Point
65
+ >>> from sympy import symbols
66
+ >>> m, g, h = symbols('m g h')
67
+ >>> O = Point('O')
68
+ >>> P = Particle('P', O, m)
69
+ >>> P.potential_energy = m * g * h
70
+ >>> P.potential_energy
71
+ g*h*m
72
+
73
+ """
74
+ return self._potential_energy
75
+
76
+ @potential_energy.setter
77
+ def potential_energy(self, scalar):
78
+ self._potential_energy = sympify(scalar)
79
+
80
+ @abstractmethod
81
+ def kinetic_energy(self, frame):
82
+ pass
83
+
84
+ @abstractmethod
85
+ def linear_momentum(self, frame):
86
+ pass
87
+
88
+ @abstractmethod
89
+ def angular_momentum(self, point, frame):
90
+ pass
91
+
92
+ @abstractmethod
93
+ def parallel_axis(self, point, frame):
94
+ pass
mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/functions.py ADDED
@@ -0,0 +1,735 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from sympy.utilities import dict_merge
2
+ from sympy.utilities.iterables import iterable
3
+ from sympy.physics.vector import (Dyadic, Vector, ReferenceFrame,
4
+ Point, dynamicsymbols)
5
+ from sympy.physics.vector.printing import (vprint, vsprint, vpprint, vlatex,
6
+ init_vprinting)
7
+ from sympy.physics.mechanics.particle import Particle
8
+ from sympy.physics.mechanics.rigidbody import RigidBody
9
+ from sympy.simplify.simplify import simplify
10
+ from sympy import Matrix, Mul, Derivative, sin, cos, tan, S
11
+ from sympy.core.function import AppliedUndef
12
+ from sympy.physics.mechanics.inertia import (inertia as _inertia,
13
+ inertia_of_point_mass as _inertia_of_point_mass)
14
+ from sympy.utilities.exceptions import sympy_deprecation_warning
15
+
16
+ __all__ = ['linear_momentum',
17
+ 'angular_momentum',
18
+ 'kinetic_energy',
19
+ 'potential_energy',
20
+ 'Lagrangian',
21
+ 'mechanics_printing',
22
+ 'mprint',
23
+ 'msprint',
24
+ 'mpprint',
25
+ 'mlatex',
26
+ 'msubs',
27
+ 'find_dynamicsymbols']
28
+
29
+ # These are functions that we've moved and renamed during extracting the
30
+ # basic vector calculus code from the mechanics packages.
31
+
32
+ mprint = vprint
33
+ msprint = vsprint
34
+ mpprint = vpprint
35
+ mlatex = vlatex
36
+
37
+
38
+ def mechanics_printing(**kwargs):
39
+ """
40
+ Initializes time derivative printing for all SymPy objects in
41
+ mechanics module.
42
+ """
43
+
44
+ init_vprinting(**kwargs)
45
+
46
+ mechanics_printing.__doc__ = init_vprinting.__doc__
47
+
48
+
49
+ def inertia(frame, ixx, iyy, izz, ixy=0, iyz=0, izx=0):
50
+ sympy_deprecation_warning(
51
+ """
52
+ The inertia function has been moved.
53
+ Import it from "sympy.physics.mechanics".
54
+ """,
55
+ deprecated_since_version="1.13",
56
+ active_deprecations_target="moved-mechanics-functions"
57
+ )
58
+ return _inertia(frame, ixx, iyy, izz, ixy, iyz, izx)
59
+
60
+
61
+ def inertia_of_point_mass(mass, pos_vec, frame):
62
+ sympy_deprecation_warning(
63
+ """
64
+ The inertia_of_point_mass function has been moved.
65
+ Import it from "sympy.physics.mechanics".
66
+ """,
67
+ deprecated_since_version="1.13",
68
+ active_deprecations_target="moved-mechanics-functions"
69
+ )
70
+ return _inertia_of_point_mass(mass, pos_vec, frame)
71
+
72
+
73
+ def linear_momentum(frame, *body):
74
+ """Linear momentum of the system.
75
+
76
+ Explanation
77
+ ===========
78
+
79
+ This function returns the linear momentum of a system of Particle's and/or
80
+ RigidBody's. The linear momentum of a system is equal to the vector sum of
81
+ the linear momentum of its constituents. Consider a system, S, comprised of
82
+ a rigid body, A, and a particle, P. The linear momentum of the system, L,
83
+ is equal to the vector sum of the linear momentum of the particle, L1, and
84
+ the linear momentum of the rigid body, L2, i.e.
85
+
86
+ L = L1 + L2
87
+
88
+ Parameters
89
+ ==========
90
+
91
+ frame : ReferenceFrame
92
+ The frame in which linear momentum is desired.
93
+ body1, body2, body3... : Particle and/or RigidBody
94
+ The body (or bodies) whose linear momentum is required.
95
+
96
+ Examples
97
+ ========
98
+
99
+ >>> from sympy.physics.mechanics import Point, Particle, ReferenceFrame
100
+ >>> from sympy.physics.mechanics import RigidBody, outer, linear_momentum
101
+ >>> N = ReferenceFrame('N')
102
+ >>> P = Point('P')
103
+ >>> P.set_vel(N, 10 * N.x)
104
+ >>> Pa = Particle('Pa', P, 1)
105
+ >>> Ac = Point('Ac')
106
+ >>> Ac.set_vel(N, 25 * N.y)
107
+ >>> I = outer(N.x, N.x)
108
+ >>> A = RigidBody('A', Ac, N, 20, (I, Ac))
109
+ >>> linear_momentum(N, A, Pa)
110
+ 10*N.x + 500*N.y
111
+
112
+ """
113
+
114
+ if not isinstance(frame, ReferenceFrame):
115
+ raise TypeError('Please specify a valid ReferenceFrame')
116
+ else:
117
+ linear_momentum_sys = Vector(0)
118
+ for e in body:
119
+ if isinstance(e, (RigidBody, Particle)):
120
+ linear_momentum_sys += e.linear_momentum(frame)
121
+ else:
122
+ raise TypeError('*body must have only Particle or RigidBody')
123
+ return linear_momentum_sys
124
+
125
+
126
+ def angular_momentum(point, frame, *body):
127
+ """Angular momentum of a system.
128
+
129
+ Explanation
130
+ ===========
131
+
132
+ This function returns the angular momentum of a system of Particle's and/or
133
+ RigidBody's. The angular momentum of such a system is equal to the vector
134
+ sum of the angular momentum of its constituents. Consider a system, S,
135
+ comprised of a rigid body, A, and a particle, P. The angular momentum of
136
+ the system, H, is equal to the vector sum of the angular momentum of the
137
+ particle, H1, and the angular momentum of the rigid body, H2, i.e.
138
+
139
+ H = H1 + H2
140
+
141
+ Parameters
142
+ ==========
143
+
144
+ point : Point
145
+ The point about which angular momentum of the system is desired.
146
+ frame : ReferenceFrame
147
+ The frame in which angular momentum is desired.
148
+ body1, body2, body3... : Particle and/or RigidBody
149
+ The body (or bodies) whose angular momentum is required.
150
+
151
+ Examples
152
+ ========
153
+
154
+ >>> from sympy.physics.mechanics import Point, Particle, ReferenceFrame
155
+ >>> from sympy.physics.mechanics import RigidBody, outer, angular_momentum
156
+ >>> N = ReferenceFrame('N')
157
+ >>> O = Point('O')
158
+ >>> O.set_vel(N, 0 * N.x)
159
+ >>> P = O.locatenew('P', 1 * N.x)
160
+ >>> P.set_vel(N, 10 * N.x)
161
+ >>> Pa = Particle('Pa', P, 1)
162
+ >>> Ac = O.locatenew('Ac', 2 * N.y)
163
+ >>> Ac.set_vel(N, 5 * N.y)
164
+ >>> a = ReferenceFrame('a')
165
+ >>> a.set_ang_vel(N, 10 * N.z)
166
+ >>> I = outer(N.z, N.z)
167
+ >>> A = RigidBody('A', Ac, a, 20, (I, Ac))
168
+ >>> angular_momentum(O, N, Pa, A)
169
+ 10*N.z
170
+
171
+ """
172
+
173
+ if not isinstance(frame, ReferenceFrame):
174
+ raise TypeError('Please enter a valid ReferenceFrame')
175
+ if not isinstance(point, Point):
176
+ raise TypeError('Please specify a valid Point')
177
+ else:
178
+ angular_momentum_sys = Vector(0)
179
+ for e in body:
180
+ if isinstance(e, (RigidBody, Particle)):
181
+ angular_momentum_sys += e.angular_momentum(point, frame)
182
+ else:
183
+ raise TypeError('*body must have only Particle or RigidBody')
184
+ return angular_momentum_sys
185
+
186
+
187
+ def kinetic_energy(frame, *body):
188
+ """Kinetic energy of a multibody system.
189
+
190
+ Explanation
191
+ ===========
192
+
193
+ This function returns the kinetic energy of a system of Particle's and/or
194
+ RigidBody's. The kinetic energy of such a system is equal to the sum of
195
+ the kinetic energies of its constituents. Consider a system, S, comprising
196
+ a rigid body, A, and a particle, P. The kinetic energy of the system, T,
197
+ is equal to the vector sum of the kinetic energy of the particle, T1, and
198
+ the kinetic energy of the rigid body, T2, i.e.
199
+
200
+ T = T1 + T2
201
+
202
+ Kinetic energy is a scalar.
203
+
204
+ Parameters
205
+ ==========
206
+
207
+ frame : ReferenceFrame
208
+ The frame in which the velocity or angular velocity of the body is
209
+ defined.
210
+ body1, body2, body3... : Particle and/or RigidBody
211
+ The body (or bodies) whose kinetic energy is required.
212
+
213
+ Examples
214
+ ========
215
+
216
+ >>> from sympy.physics.mechanics import Point, Particle, ReferenceFrame
217
+ >>> from sympy.physics.mechanics import RigidBody, outer, kinetic_energy
218
+ >>> N = ReferenceFrame('N')
219
+ >>> O = Point('O')
220
+ >>> O.set_vel(N, 0 * N.x)
221
+ >>> P = O.locatenew('P', 1 * N.x)
222
+ >>> P.set_vel(N, 10 * N.x)
223
+ >>> Pa = Particle('Pa', P, 1)
224
+ >>> Ac = O.locatenew('Ac', 2 * N.y)
225
+ >>> Ac.set_vel(N, 5 * N.y)
226
+ >>> a = ReferenceFrame('a')
227
+ >>> a.set_ang_vel(N, 10 * N.z)
228
+ >>> I = outer(N.z, N.z)
229
+ >>> A = RigidBody('A', Ac, a, 20, (I, Ac))
230
+ >>> kinetic_energy(N, Pa, A)
231
+ 350
232
+
233
+ """
234
+
235
+ if not isinstance(frame, ReferenceFrame):
236
+ raise TypeError('Please enter a valid ReferenceFrame')
237
+ ke_sys = S.Zero
238
+ for e in body:
239
+ if isinstance(e, (RigidBody, Particle)):
240
+ ke_sys += e.kinetic_energy(frame)
241
+ else:
242
+ raise TypeError('*body must have only Particle or RigidBody')
243
+ return ke_sys
244
+
245
+
246
+ def potential_energy(*body):
247
+ """Potential energy of a multibody system.
248
+
249
+ Explanation
250
+ ===========
251
+
252
+ This function returns the potential energy of a system of Particle's and/or
253
+ RigidBody's. The potential energy of such a system is equal to the sum of
254
+ the potential energy of its constituents. Consider a system, S, comprising
255
+ a rigid body, A, and a particle, P. The potential energy of the system, V,
256
+ is equal to the vector sum of the potential energy of the particle, V1, and
257
+ the potential energy of the rigid body, V2, i.e.
258
+
259
+ V = V1 + V2
260
+
261
+ Potential energy is a scalar.
262
+
263
+ Parameters
264
+ ==========
265
+
266
+ body1, body2, body3... : Particle and/or RigidBody
267
+ The body (or bodies) whose potential energy is required.
268
+
269
+ Examples
270
+ ========
271
+
272
+ >>> from sympy.physics.mechanics import Point, Particle, ReferenceFrame
273
+ >>> from sympy.physics.mechanics import RigidBody, outer, potential_energy
274
+ >>> from sympy import symbols
275
+ >>> M, m, g, h = symbols('M m g h')
276
+ >>> N = ReferenceFrame('N')
277
+ >>> O = Point('O')
278
+ >>> O.set_vel(N, 0 * N.x)
279
+ >>> P = O.locatenew('P', 1 * N.x)
280
+ >>> Pa = Particle('Pa', P, m)
281
+ >>> Ac = O.locatenew('Ac', 2 * N.y)
282
+ >>> a = ReferenceFrame('a')
283
+ >>> I = outer(N.z, N.z)
284
+ >>> A = RigidBody('A', Ac, a, M, (I, Ac))
285
+ >>> Pa.potential_energy = m * g * h
286
+ >>> A.potential_energy = M * g * h
287
+ >>> potential_energy(Pa, A)
288
+ M*g*h + g*h*m
289
+
290
+ """
291
+
292
+ pe_sys = S.Zero
293
+ for e in body:
294
+ if isinstance(e, (RigidBody, Particle)):
295
+ pe_sys += e.potential_energy
296
+ else:
297
+ raise TypeError('*body must have only Particle or RigidBody')
298
+ return pe_sys
299
+
300
+
301
+ def gravity(acceleration, *bodies):
302
+ from sympy.physics.mechanics.loads import gravity as _gravity
303
+ sympy_deprecation_warning(
304
+ """
305
+ The gravity function has been moved.
306
+ Import it from "sympy.physics.mechanics.loads".
307
+ """,
308
+ deprecated_since_version="1.13",
309
+ active_deprecations_target="moved-mechanics-functions"
310
+ )
311
+ return _gravity(acceleration, *bodies)
312
+
313
+
314
+ def center_of_mass(point, *bodies):
315
+ """
316
+ Returns the position vector from the given point to the center of mass
317
+ of the given bodies(particles or rigidbodies).
318
+
319
+ Example
320
+ =======
321
+
322
+ >>> from sympy import symbols, S
323
+ >>> from sympy.physics.vector import Point
324
+ >>> from sympy.physics.mechanics import Particle, ReferenceFrame, RigidBody, outer
325
+ >>> from sympy.physics.mechanics.functions import center_of_mass
326
+ >>> a = ReferenceFrame('a')
327
+ >>> m = symbols('m', real=True)
328
+ >>> p1 = Particle('p1', Point('p1_pt'), S(1))
329
+ >>> p2 = Particle('p2', Point('p2_pt'), S(2))
330
+ >>> p3 = Particle('p3', Point('p3_pt'), S(3))
331
+ >>> p4 = Particle('p4', Point('p4_pt'), m)
332
+ >>> b_f = ReferenceFrame('b_f')
333
+ >>> b_cm = Point('b_cm')
334
+ >>> mb = symbols('mb')
335
+ >>> b = RigidBody('b', b_cm, b_f, mb, (outer(b_f.x, b_f.x), b_cm))
336
+ >>> p2.point.set_pos(p1.point, a.x)
337
+ >>> p3.point.set_pos(p1.point, a.x + a.y)
338
+ >>> p4.point.set_pos(p1.point, a.y)
339
+ >>> b.masscenter.set_pos(p1.point, a.y + a.z)
340
+ >>> point_o=Point('o')
341
+ >>> point_o.set_pos(p1.point, center_of_mass(p1.point, p1, p2, p3, p4, b))
342
+ >>> expr = 5/(m + mb + 6)*a.x + (m + mb + 3)/(m + mb + 6)*a.y + mb/(m + mb + 6)*a.z
343
+ >>> point_o.pos_from(p1.point)
344
+ 5/(m + mb + 6)*a.x + (m + mb + 3)/(m + mb + 6)*a.y + mb/(m + mb + 6)*a.z
345
+
346
+ """
347
+ if not bodies:
348
+ raise TypeError("No bodies(instances of Particle or Rigidbody) were passed.")
349
+
350
+ total_mass = 0
351
+ vec = Vector(0)
352
+ for i in bodies:
353
+ total_mass += i.mass
354
+
355
+ masscenter = getattr(i, 'masscenter', None)
356
+ if masscenter is None:
357
+ masscenter = i.point
358
+ vec += i.mass*masscenter.pos_from(point)
359
+
360
+ return vec/total_mass
361
+
362
+
363
+ def Lagrangian(frame, *body):
364
+ """Lagrangian of a multibody system.
365
+
366
+ Explanation
367
+ ===========
368
+
369
+ This function returns the Lagrangian of a system of Particle's and/or
370
+ RigidBody's. The Lagrangian of such a system is equal to the difference
371
+ between the kinetic energies and potential energies of its constituents. If
372
+ T and V are the kinetic and potential energies of a system then it's
373
+ Lagrangian, L, is defined as
374
+
375
+ L = T - V
376
+
377
+ The Lagrangian is a scalar.
378
+
379
+ Parameters
380
+ ==========
381
+
382
+ frame : ReferenceFrame
383
+ The frame in which the velocity or angular velocity of the body is
384
+ defined to determine the kinetic energy.
385
+
386
+ body1, body2, body3... : Particle and/or RigidBody
387
+ The body (or bodies) whose Lagrangian is required.
388
+
389
+ Examples
390
+ ========
391
+
392
+ >>> from sympy.physics.mechanics import Point, Particle, ReferenceFrame
393
+ >>> from sympy.physics.mechanics import RigidBody, outer, Lagrangian
394
+ >>> from sympy import symbols
395
+ >>> M, m, g, h = symbols('M m g h')
396
+ >>> N = ReferenceFrame('N')
397
+ >>> O = Point('O')
398
+ >>> O.set_vel(N, 0 * N.x)
399
+ >>> P = O.locatenew('P', 1 * N.x)
400
+ >>> P.set_vel(N, 10 * N.x)
401
+ >>> Pa = Particle('Pa', P, 1)
402
+ >>> Ac = O.locatenew('Ac', 2 * N.y)
403
+ >>> Ac.set_vel(N, 5 * N.y)
404
+ >>> a = ReferenceFrame('a')
405
+ >>> a.set_ang_vel(N, 10 * N.z)
406
+ >>> I = outer(N.z, N.z)
407
+ >>> A = RigidBody('A', Ac, a, 20, (I, Ac))
408
+ >>> Pa.potential_energy = m * g * h
409
+ >>> A.potential_energy = M * g * h
410
+ >>> Lagrangian(N, Pa, A)
411
+ -M*g*h - g*h*m + 350
412
+
413
+ """
414
+
415
+ if not isinstance(frame, ReferenceFrame):
416
+ raise TypeError('Please supply a valid ReferenceFrame')
417
+ for e in body:
418
+ if not isinstance(e, (RigidBody, Particle)):
419
+ raise TypeError('*body must have only Particle or RigidBody')
420
+ return kinetic_energy(frame, *body) - potential_energy(*body)
421
+
422
+
423
+ def find_dynamicsymbols(expression, exclude=None, reference_frame=None):
424
+ """Find all dynamicsymbols in expression.
425
+
426
+ Explanation
427
+ ===========
428
+
429
+ If the optional ``exclude`` kwarg is used, only dynamicsymbols
430
+ not in the iterable ``exclude`` are returned.
431
+ If we intend to apply this function on a vector, the optional
432
+ ``reference_frame`` is also used to inform about the corresponding frame
433
+ with respect to which the dynamic symbols of the given vector is to be
434
+ determined.
435
+
436
+ Parameters
437
+ ==========
438
+
439
+ expression : SymPy expression
440
+
441
+ exclude : iterable of dynamicsymbols, optional
442
+
443
+ reference_frame : ReferenceFrame, optional
444
+ The frame with respect to which the dynamic symbols of the
445
+ given vector is to be determined.
446
+
447
+ Examples
448
+ ========
449
+
450
+ >>> from sympy.physics.mechanics import dynamicsymbols, find_dynamicsymbols
451
+ >>> from sympy.physics.mechanics import ReferenceFrame
452
+ >>> x, y = dynamicsymbols('x, y')
453
+ >>> expr = x + x.diff()*y
454
+ >>> find_dynamicsymbols(expr)
455
+ {x(t), y(t), Derivative(x(t), t)}
456
+ >>> find_dynamicsymbols(expr, exclude=[x, y])
457
+ {Derivative(x(t), t)}
458
+ >>> a, b, c = dynamicsymbols('a, b, c')
459
+ >>> A = ReferenceFrame('A')
460
+ >>> v = a * A.x + b * A.y + c * A.z
461
+ >>> find_dynamicsymbols(v, reference_frame=A)
462
+ {a(t), b(t), c(t)}
463
+
464
+ """
465
+ t_set = {dynamicsymbols._t}
466
+ if exclude:
467
+ if iterable(exclude):
468
+ exclude_set = set(exclude)
469
+ else:
470
+ raise TypeError("exclude kwarg must be iterable")
471
+ else:
472
+ exclude_set = set()
473
+ if isinstance(expression, Vector):
474
+ if reference_frame is None:
475
+ raise ValueError("You must provide reference_frame when passing a "
476
+ "vector expression, got %s." % reference_frame)
477
+ else:
478
+ expression = expression.to_matrix(reference_frame)
479
+ return {i for i in expression.atoms(AppliedUndef, Derivative) if
480
+ i.free_symbols == t_set} - exclude_set
481
+
482
+
483
+ def msubs(expr, *sub_dicts, smart=False, **kwargs):
484
+ """A custom subs for use on expressions derived in physics.mechanics.
485
+
486
+ Traverses the expression tree once, performing the subs found in sub_dicts.
487
+ Terms inside ``Derivative`` expressions are ignored:
488
+
489
+ Examples
490
+ ========
491
+
492
+ >>> from sympy.physics.mechanics import dynamicsymbols, msubs
493
+ >>> x = dynamicsymbols('x')
494
+ >>> msubs(x.diff() + x, {x: 1})
495
+ Derivative(x(t), t) + 1
496
+
497
+ Note that sub_dicts can be a single dictionary, or several dictionaries:
498
+
499
+ >>> x, y, z = dynamicsymbols('x, y, z')
500
+ >>> sub1 = {x: 1, y: 2}
501
+ >>> sub2 = {z: 3, x.diff(): 4}
502
+ >>> msubs(x.diff() + x + y + z, sub1, sub2)
503
+ 10
504
+
505
+ If smart=True (default False), also checks for conditions that may result
506
+ in ``nan``, but if simplified would yield a valid expression. For example:
507
+
508
+ >>> from sympy import sin, tan
509
+ >>> (sin(x)/tan(x)).subs(x, 0)
510
+ nan
511
+ >>> msubs(sin(x)/tan(x), {x: 0}, smart=True)
512
+ 1
513
+
514
+ It does this by first replacing all ``tan`` with ``sin/cos``. Then each
515
+ node is traversed. If the node is a fraction, subs is first evaluated on
516
+ the denominator. If this results in 0, simplification of the entire
517
+ fraction is attempted. Using this selective simplification, only
518
+ subexpressions that result in 1/0 are targeted, resulting in faster
519
+ performance.
520
+
521
+ """
522
+
523
+ sub_dict = dict_merge(*sub_dicts)
524
+ if smart:
525
+ func = _smart_subs
526
+ elif hasattr(expr, 'msubs'):
527
+ return expr.msubs(sub_dict)
528
+ else:
529
+ func = lambda expr, sub_dict: _crawl(expr, _sub_func, sub_dict)
530
+ if isinstance(expr, (Matrix, Vector, Dyadic)):
531
+ return expr.applyfunc(lambda x: func(x, sub_dict))
532
+ else:
533
+ return func(expr, sub_dict)
534
+
535
+
536
+ def _crawl(expr, func, *args, **kwargs):
537
+ """Crawl the expression tree, and apply func to every node."""
538
+ val = func(expr, *args, **kwargs)
539
+ if val is not None:
540
+ return val
541
+ new_args = (_crawl(arg, func, *args, **kwargs) for arg in expr.args)
542
+ return expr.func(*new_args)
543
+
544
+
545
+ def _sub_func(expr, sub_dict):
546
+ """Perform direct matching substitution, ignoring derivatives."""
547
+ if expr in sub_dict:
548
+ return sub_dict[expr]
549
+ elif not expr.args or expr.is_Derivative:
550
+ return expr
551
+
552
+
553
+ def _tan_repl_func(expr):
554
+ """Replace tan with sin/cos."""
555
+ if isinstance(expr, tan):
556
+ return sin(*expr.args) / cos(*expr.args)
557
+ elif not expr.args or expr.is_Derivative:
558
+ return expr
559
+
560
+
561
+ def _smart_subs(expr, sub_dict):
562
+ """Performs subs, checking for conditions that may result in `nan` or
563
+ `oo`, and attempts to simplify them out.
564
+
565
+ The expression tree is traversed twice, and the following steps are
566
+ performed on each expression node:
567
+ - First traverse:
568
+ Replace all `tan` with `sin/cos`.
569
+ - Second traverse:
570
+ If node is a fraction, check if the denominator evaluates to 0.
571
+ If so, attempt to simplify it out. Then if node is in sub_dict,
572
+ sub in the corresponding value.
573
+
574
+ """
575
+ expr = _crawl(expr, _tan_repl_func)
576
+
577
+ def _recurser(expr, sub_dict):
578
+ # Decompose the expression into num, den
579
+ num, den = _fraction_decomp(expr)
580
+ if den != 1:
581
+ # If there is a non trivial denominator, we need to handle it
582
+ denom_subbed = _recurser(den, sub_dict)
583
+ if denom_subbed.evalf() == 0:
584
+ # If denom is 0 after this, attempt to simplify the bad expr
585
+ expr = simplify(expr)
586
+ else:
587
+ # Expression won't result in nan, find numerator
588
+ num_subbed = _recurser(num, sub_dict)
589
+ return num_subbed / denom_subbed
590
+ # We have to crawl the tree manually, because `expr` may have been
591
+ # modified in the simplify step. First, perform subs as normal:
592
+ val = _sub_func(expr, sub_dict)
593
+ if val is not None:
594
+ return val
595
+ new_args = (_recurser(arg, sub_dict) for arg in expr.args)
596
+ return expr.func(*new_args)
597
+ return _recurser(expr, sub_dict)
598
+
599
+
600
+ def _fraction_decomp(expr):
601
+ """Return num, den such that expr = num/den."""
602
+ if not isinstance(expr, Mul):
603
+ return expr, 1
604
+ num = []
605
+ den = []
606
+ for a in expr.args:
607
+ if a.is_Pow and a.args[1] < 0:
608
+ den.append(1 / a)
609
+ else:
610
+ num.append(a)
611
+ if not den:
612
+ return expr, 1
613
+ num = Mul(*num)
614
+ den = Mul(*den)
615
+ return num, den
616
+
617
+
618
+ def _f_list_parser(fl, ref_frame):
619
+ """Parses the provided forcelist composed of items
620
+ of the form (obj, force).
621
+ Returns a tuple containing:
622
+ vel_list: The velocity (ang_vel for Frames, vel for Points) in
623
+ the provided reference frame.
624
+ f_list: The forces.
625
+
626
+ Used internally in the KanesMethod and LagrangesMethod classes.
627
+
628
+ """
629
+ def flist_iter():
630
+ for pair in fl:
631
+ obj, force = pair
632
+ if isinstance(obj, ReferenceFrame):
633
+ yield obj.ang_vel_in(ref_frame), force
634
+ elif isinstance(obj, Point):
635
+ yield obj.vel(ref_frame), force
636
+ else:
637
+ raise TypeError('First entry in each forcelist pair must '
638
+ 'be a point or frame.')
639
+
640
+ if not fl:
641
+ vel_list, f_list = (), ()
642
+ else:
643
+ unzip = lambda l: list(zip(*l)) if l[0] else [(), ()]
644
+ vel_list, f_list = unzip(list(flist_iter()))
645
+ return vel_list, f_list
646
+
647
+
648
+ def _validate_coordinates(coordinates=None, speeds=None, check_duplicates=True,
649
+ is_dynamicsymbols=True, u_auxiliary=None):
650
+ """Validate the generalized coordinates and generalized speeds.
651
+
652
+ Parameters
653
+ ==========
654
+ coordinates : iterable, optional
655
+ Generalized coordinates to be validated.
656
+ speeds : iterable, optional
657
+ Generalized speeds to be validated.
658
+ check_duplicates : bool, optional
659
+ Checks if there are duplicates in the generalized coordinates and
660
+ generalized speeds. If so it will raise a ValueError. The default is
661
+ True.
662
+ is_dynamicsymbols : iterable, optional
663
+ Checks if all the generalized coordinates and generalized speeds are
664
+ dynamicsymbols. If any is not a dynamicsymbol, a ValueError will be
665
+ raised. The default is True.
666
+ u_auxiliary : iterable, optional
667
+ Auxiliary generalized speeds to be validated.
668
+
669
+ """
670
+ t_set = {dynamicsymbols._t}
671
+ # Convert input to iterables
672
+ if coordinates is None:
673
+ coordinates = []
674
+ elif not iterable(coordinates):
675
+ coordinates = [coordinates]
676
+ if speeds is None:
677
+ speeds = []
678
+ elif not iterable(speeds):
679
+ speeds = [speeds]
680
+ if u_auxiliary is None:
681
+ u_auxiliary = []
682
+ elif not iterable(u_auxiliary):
683
+ u_auxiliary = [u_auxiliary]
684
+
685
+ msgs = []
686
+ if check_duplicates: # Check for duplicates
687
+ seen = set()
688
+ coord_duplicates = {x for x in coordinates if x in seen or seen.add(x)}
689
+ seen = set()
690
+ speed_duplicates = {x for x in speeds if x in seen or seen.add(x)}
691
+ seen = set()
692
+ aux_duplicates = {x for x in u_auxiliary if x in seen or seen.add(x)}
693
+ overlap_coords = set(coordinates).intersection(speeds)
694
+ overlap_aux = set(coordinates).union(speeds).intersection(u_auxiliary)
695
+ if coord_duplicates:
696
+ msgs.append(f'The generalized coordinates {coord_duplicates} are '
697
+ f'duplicated, all generalized coordinates should be '
698
+ f'unique.')
699
+ if speed_duplicates:
700
+ msgs.append(f'The generalized speeds {speed_duplicates} are '
701
+ f'duplicated, all generalized speeds should be unique.')
702
+ if aux_duplicates:
703
+ msgs.append(f'The auxiliary speeds {aux_duplicates} are duplicated,'
704
+ f' all auxiliary speeds should be unique.')
705
+ if overlap_coords:
706
+ msgs.append(f'{overlap_coords} are defined as both generalized '
707
+ f'coordinates and generalized speeds.')
708
+ if overlap_aux:
709
+ msgs.append(f'The auxiliary speeds {overlap_aux} are also defined '
710
+ f'as generalized coordinates or generalized speeds.')
711
+ if is_dynamicsymbols: # Check whether all coordinates are dynamicsymbols
712
+ for coordinate in coordinates:
713
+ if not (isinstance(coordinate, (AppliedUndef, Derivative)) and
714
+ coordinate.free_symbols == t_set):
715
+ msgs.append(f'Generalized coordinate "{coordinate}" is not a '
716
+ f'dynamicsymbol.')
717
+ for speed in speeds:
718
+ if not (isinstance(speed, (AppliedUndef, Derivative)) and
719
+ speed.free_symbols == t_set):
720
+ msgs.append(
721
+ f'Generalized speed "{speed}" is not a dynamicsymbol.')
722
+ for aux in u_auxiliary:
723
+ if not (isinstance(aux, (AppliedUndef, Derivative)) and
724
+ aux.free_symbols == t_set):
725
+ msgs.append(
726
+ f'Auxiliary speed "{aux}" is not a dynamicsymbol.')
727
+ if msgs:
728
+ raise ValueError('\n'.join(msgs))
729
+
730
+
731
+ def _parse_linear_solver(linear_solver):
732
+ """Helper function to retrieve a specified linear solver."""
733
+ if callable(linear_solver):
734
+ return linear_solver
735
+ return lambda A, b: Matrix.solve(A, b, method=linear_solver)
mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/joint.py ADDED
@@ -0,0 +1,2188 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # coding=utf-8
2
+
3
+ from abc import ABC, abstractmethod
4
+
5
+ from sympy import pi, Derivative, Matrix
6
+ from sympy.core.function import AppliedUndef
7
+ from sympy.physics.mechanics.body_base import BodyBase
8
+ from sympy.physics.mechanics.functions import _validate_coordinates
9
+ from sympy.physics.vector import (Vector, dynamicsymbols, cross, Point,
10
+ ReferenceFrame)
11
+ from sympy.utilities.iterables import iterable
12
+ from sympy.utilities.exceptions import sympy_deprecation_warning
13
+
14
+ __all__ = ['Joint', 'PinJoint', 'PrismaticJoint', 'CylindricalJoint',
15
+ 'PlanarJoint', 'SphericalJoint', 'WeldJoint']
16
+
17
+
18
+ class Joint(ABC):
19
+ """Abstract base class for all specific joints.
20
+
21
+ Explanation
22
+ ===========
23
+
24
+ A joint subtracts degrees of freedom from a body. This is the base class
25
+ for all specific joints and holds all common methods acting as an interface
26
+ for all joints. Custom joint can be created by inheriting Joint class and
27
+ defining all abstract functions.
28
+
29
+ The abstract methods are:
30
+
31
+ - ``_generate_coordinates``
32
+ - ``_generate_speeds``
33
+ - ``_orient_frames``
34
+ - ``_set_angular_velocity``
35
+ - ``_set_linear_velocity``
36
+
37
+ Parameters
38
+ ==========
39
+
40
+ name : string
41
+ A unique name for the joint.
42
+ parent : Particle or RigidBody or Body
43
+ The parent body of joint.
44
+ child : Particle or RigidBody or Body
45
+ The child body of joint.
46
+ coordinates : iterable of dynamicsymbols, optional
47
+ Generalized coordinates of the joint.
48
+ speeds : iterable of dynamicsymbols, optional
49
+ Generalized speeds of joint.
50
+ parent_point : Point or Vector, optional
51
+ Attachment point where the joint is fixed to the parent body. If a
52
+ vector is provided, then the attachment point is computed by adding the
53
+ vector to the body's mass center. The default value is the parent's mass
54
+ center.
55
+ child_point : Point or Vector, optional
56
+ Attachment point where the joint is fixed to the child body. If a
57
+ vector is provided, then the attachment point is computed by adding the
58
+ vector to the body's mass center. The default value is the child's mass
59
+ center.
60
+ parent_axis : Vector, optional
61
+ .. deprecated:: 1.12
62
+ Axis fixed in the parent body which aligns with an axis fixed in the
63
+ child body. The default is the x axis of parent's reference frame.
64
+ For more information on this deprecation, see
65
+ :ref:`deprecated-mechanics-joint-axis`.
66
+ child_axis : Vector, optional
67
+ .. deprecated:: 1.12
68
+ Axis fixed in the child body which aligns with an axis fixed in the
69
+ parent body. The default is the x axis of child's reference frame.
70
+ For more information on this deprecation, see
71
+ :ref:`deprecated-mechanics-joint-axis`.
72
+ parent_interframe : ReferenceFrame, optional
73
+ Intermediate frame of the parent body with respect to which the joint
74
+ transformation is formulated. If a Vector is provided then an interframe
75
+ is created which aligns its X axis with the given vector. The default
76
+ value is the parent's own frame.
77
+ child_interframe : ReferenceFrame, optional
78
+ Intermediate frame of the child body with respect to which the joint
79
+ transformation is formulated. If a Vector is provided then an interframe
80
+ is created which aligns its X axis with the given vector. The default
81
+ value is the child's own frame.
82
+ parent_joint_pos : Point or Vector, optional
83
+ .. deprecated:: 1.12
84
+ This argument is replaced by parent_point and will be removed in a
85
+ future version.
86
+ See :ref:`deprecated-mechanics-joint-pos` for more information.
87
+ child_joint_pos : Point or Vector, optional
88
+ .. deprecated:: 1.12
89
+ This argument is replaced by child_point and will be removed in a
90
+ future version.
91
+ See :ref:`deprecated-mechanics-joint-pos` for more information.
92
+
93
+ Attributes
94
+ ==========
95
+
96
+ name : string
97
+ The joint's name.
98
+ parent : Particle or RigidBody or Body
99
+ The joint's parent body.
100
+ child : Particle or RigidBody or Body
101
+ The joint's child body.
102
+ coordinates : Matrix
103
+ Matrix of the joint's generalized coordinates.
104
+ speeds : Matrix
105
+ Matrix of the joint's generalized speeds.
106
+ parent_point : Point
107
+ Attachment point where the joint is fixed to the parent body.
108
+ child_point : Point
109
+ Attachment point where the joint is fixed to the child body.
110
+ parent_axis : Vector
111
+ The axis fixed in the parent frame that represents the joint.
112
+ child_axis : Vector
113
+ The axis fixed in the child frame that represents the joint.
114
+ parent_interframe : ReferenceFrame
115
+ Intermediate frame of the parent body with respect to which the joint
116
+ transformation is formulated.
117
+ child_interframe : ReferenceFrame
118
+ Intermediate frame of the child body with respect to which the joint
119
+ transformation is formulated.
120
+ kdes : Matrix
121
+ Kinematical differential equations of the joint.
122
+
123
+ Notes
124
+ =====
125
+
126
+ When providing a vector as the intermediate frame, a new intermediate frame
127
+ is created which aligns its X axis with the provided vector. This is done
128
+ with a single fixed rotation about a rotation axis. This rotation axis is
129
+ determined by taking the cross product of the ``body.x`` axis with the
130
+ provided vector. In the case where the provided vector is in the ``-body.x``
131
+ direction, the rotation is done about the ``body.y`` axis.
132
+
133
+ """
134
+
135
+ def __init__(self, name, parent, child, coordinates=None, speeds=None,
136
+ parent_point=None, child_point=None, parent_interframe=None,
137
+ child_interframe=None, parent_axis=None, child_axis=None,
138
+ parent_joint_pos=None, child_joint_pos=None):
139
+
140
+ if not isinstance(name, str):
141
+ raise TypeError('Supply a valid name.')
142
+ self._name = name
143
+
144
+ if not isinstance(parent, BodyBase):
145
+ raise TypeError('Parent must be a body.')
146
+ self._parent = parent
147
+
148
+ if not isinstance(child, BodyBase):
149
+ raise TypeError('Child must be a body.')
150
+ self._child = child
151
+
152
+ if parent_axis is not None or child_axis is not None:
153
+ sympy_deprecation_warning(
154
+ """
155
+ The parent_axis and child_axis arguments for the Joint classes
156
+ are deprecated. Instead use parent_interframe, child_interframe.
157
+ """,
158
+ deprecated_since_version="1.12",
159
+ active_deprecations_target="deprecated-mechanics-joint-axis",
160
+ stacklevel=4
161
+ )
162
+ if parent_interframe is None:
163
+ parent_interframe = parent_axis
164
+ if child_interframe is None:
165
+ child_interframe = child_axis
166
+
167
+ # Set parent and child frame attributes
168
+ if hasattr(self._parent, 'frame'):
169
+ self._parent_frame = self._parent.frame
170
+ else:
171
+ if isinstance(parent_interframe, ReferenceFrame):
172
+ self._parent_frame = parent_interframe
173
+ else:
174
+ self._parent_frame = ReferenceFrame(
175
+ f'{self.name}_{self._parent.name}_frame')
176
+ if hasattr(self._child, 'frame'):
177
+ self._child_frame = self._child.frame
178
+ else:
179
+ if isinstance(child_interframe, ReferenceFrame):
180
+ self._child_frame = child_interframe
181
+ else:
182
+ self._child_frame = ReferenceFrame(
183
+ f'{self.name}_{self._child.name}_frame')
184
+
185
+ self._parent_interframe = self._locate_joint_frame(
186
+ self._parent, parent_interframe, self._parent_frame)
187
+ self._child_interframe = self._locate_joint_frame(
188
+ self._child, child_interframe, self._child_frame)
189
+ self._parent_axis = self._axis(parent_axis, self._parent_frame)
190
+ self._child_axis = self._axis(child_axis, self._child_frame)
191
+
192
+ if parent_joint_pos is not None or child_joint_pos is not None:
193
+ sympy_deprecation_warning(
194
+ """
195
+ The parent_joint_pos and child_joint_pos arguments for the Joint
196
+ classes are deprecated. Instead use parent_point and child_point.
197
+ """,
198
+ deprecated_since_version="1.12",
199
+ active_deprecations_target="deprecated-mechanics-joint-pos",
200
+ stacklevel=4
201
+ )
202
+ if parent_point is None:
203
+ parent_point = parent_joint_pos
204
+ if child_point is None:
205
+ child_point = child_joint_pos
206
+ self._parent_point = self._locate_joint_pos(
207
+ self._parent, parent_point, self._parent_frame)
208
+ self._child_point = self._locate_joint_pos(
209
+ self._child, child_point, self._child_frame)
210
+
211
+ self._coordinates = self._generate_coordinates(coordinates)
212
+ self._speeds = self._generate_speeds(speeds)
213
+ _validate_coordinates(self.coordinates, self.speeds)
214
+ self._kdes = self._generate_kdes()
215
+
216
+ self._orient_frames()
217
+ self._set_angular_velocity()
218
+ self._set_linear_velocity()
219
+
220
+ def __str__(self):
221
+ return self.name
222
+
223
+ def __repr__(self):
224
+ return self.__str__()
225
+
226
+ @property
227
+ def name(self):
228
+ """Name of the joint."""
229
+ return self._name
230
+
231
+ @property
232
+ def parent(self):
233
+ """Parent body of Joint."""
234
+ return self._parent
235
+
236
+ @property
237
+ def child(self):
238
+ """Child body of Joint."""
239
+ return self._child
240
+
241
+ @property
242
+ def coordinates(self):
243
+ """Matrix of the joint's generalized coordinates."""
244
+ return self._coordinates
245
+
246
+ @property
247
+ def speeds(self):
248
+ """Matrix of the joint's generalized speeds."""
249
+ return self._speeds
250
+
251
+ @property
252
+ def kdes(self):
253
+ """Kinematical differential equations of the joint."""
254
+ return self._kdes
255
+
256
+ @property
257
+ def parent_axis(self):
258
+ """The axis of parent frame."""
259
+ # Will be removed with `deprecated-mechanics-joint-axis`
260
+ return self._parent_axis
261
+
262
+ @property
263
+ def child_axis(self):
264
+ """The axis of child frame."""
265
+ # Will be removed with `deprecated-mechanics-joint-axis`
266
+ return self._child_axis
267
+
268
+ @property
269
+ def parent_point(self):
270
+ """Attachment point where the joint is fixed to the parent body."""
271
+ return self._parent_point
272
+
273
+ @property
274
+ def child_point(self):
275
+ """Attachment point where the joint is fixed to the child body."""
276
+ return self._child_point
277
+
278
+ @property
279
+ def parent_interframe(self):
280
+ return self._parent_interframe
281
+
282
+ @property
283
+ def child_interframe(self):
284
+ return self._child_interframe
285
+
286
+ @abstractmethod
287
+ def _generate_coordinates(self, coordinates):
288
+ """Generate Matrix of the joint's generalized coordinates."""
289
+ pass
290
+
291
+ @abstractmethod
292
+ def _generate_speeds(self, speeds):
293
+ """Generate Matrix of the joint's generalized speeds."""
294
+ pass
295
+
296
+ @abstractmethod
297
+ def _orient_frames(self):
298
+ """Orient frames as per the joint."""
299
+ pass
300
+
301
+ @abstractmethod
302
+ def _set_angular_velocity(self):
303
+ """Set angular velocity of the joint related frames."""
304
+ pass
305
+
306
+ @abstractmethod
307
+ def _set_linear_velocity(self):
308
+ """Set velocity of related points to the joint."""
309
+ pass
310
+
311
+ @staticmethod
312
+ def _to_vector(matrix, frame):
313
+ """Converts a matrix to a vector in the given frame."""
314
+ return Vector([(matrix, frame)])
315
+
316
+ @staticmethod
317
+ def _axis(ax, *frames):
318
+ """Check whether an axis is fixed in one of the frames."""
319
+ if ax is None:
320
+ ax = frames[0].x
321
+ return ax
322
+ if not isinstance(ax, Vector):
323
+ raise TypeError("Axis must be a Vector.")
324
+ ref_frame = None # Find a body in which the axis can be expressed
325
+ for frame in frames:
326
+ try:
327
+ ax.to_matrix(frame)
328
+ except ValueError:
329
+ pass
330
+ else:
331
+ ref_frame = frame
332
+ break
333
+ if ref_frame is None:
334
+ raise ValueError("Axis cannot be expressed in one of the body's "
335
+ "frames.")
336
+ if not ax.dt(ref_frame) == 0:
337
+ raise ValueError('Axis cannot be time-varying when viewed from the '
338
+ 'associated body.')
339
+ return ax
340
+
341
+ @staticmethod
342
+ def _choose_rotation_axis(frame, axis):
343
+ components = axis.to_matrix(frame)
344
+ x, y, z = components[0], components[1], components[2]
345
+
346
+ if x != 0:
347
+ if y != 0:
348
+ if z != 0:
349
+ return cross(axis, frame.x)
350
+ if z != 0:
351
+ return frame.y
352
+ return frame.z
353
+ else:
354
+ if y != 0:
355
+ return frame.x
356
+ return frame.y
357
+
358
+ @staticmethod
359
+ def _create_aligned_interframe(frame, align_axis, frame_axis=None,
360
+ frame_name=None):
361
+ """
362
+ Returns an intermediate frame, where the ``frame_axis`` defined in
363
+ ``frame`` is aligned with ``axis``. By default this means that the X
364
+ axis will be aligned with ``axis``.
365
+
366
+ Parameters
367
+ ==========
368
+
369
+ frame : BodyBase or ReferenceFrame
370
+ The body or reference frame with respect to which the intermediate
371
+ frame is oriented.
372
+ align_axis : Vector
373
+ The vector with respect to which the intermediate frame will be
374
+ aligned.
375
+ frame_axis : Vector
376
+ The vector of the frame which should get aligned with ``axis``. The
377
+ default is the X axis of the frame.
378
+ frame_name : string
379
+ Name of the to be created intermediate frame. The default adds
380
+ "_int_frame" to the name of ``frame``.
381
+
382
+ Example
383
+ =======
384
+
385
+ An intermediate frame, where the X axis of the parent becomes aligned
386
+ with ``parent.y + parent.z`` can be created as follows:
387
+
388
+ >>> from sympy.physics.mechanics.joint import Joint
389
+ >>> from sympy.physics.mechanics import RigidBody
390
+ >>> parent = RigidBody('parent')
391
+ >>> parent_interframe = Joint._create_aligned_interframe(
392
+ ... parent, parent.y + parent.z)
393
+ >>> parent_interframe
394
+ parent_int_frame
395
+ >>> parent.frame.dcm(parent_interframe)
396
+ Matrix([
397
+ [ 0, -sqrt(2)/2, -sqrt(2)/2],
398
+ [sqrt(2)/2, 1/2, -1/2],
399
+ [sqrt(2)/2, -1/2, 1/2]])
400
+ >>> (parent.y + parent.z).express(parent_interframe)
401
+ sqrt(2)*parent_int_frame.x
402
+
403
+ Notes
404
+ =====
405
+
406
+ The direction cosine matrix between the given frame and intermediate
407
+ frame is formed using a simple rotation about an axis that is normal to
408
+ both ``align_axis`` and ``frame_axis``. In general, the normal axis is
409
+ formed by crossing the ``frame_axis`` with the ``align_axis``. The
410
+ exception is if the axes are parallel with opposite directions, in which
411
+ case the rotation vector is chosen using the rules in the following
412
+ table with the vectors expressed in the given frame:
413
+
414
+ .. list-table::
415
+ :header-rows: 1
416
+
417
+ * - ``align_axis``
418
+ - ``frame_axis``
419
+ - ``rotation_axis``
420
+ * - ``-x``
421
+ - ``x``
422
+ - ``z``
423
+ * - ``-y``
424
+ - ``y``
425
+ - ``x``
426
+ * - ``-z``
427
+ - ``z``
428
+ - ``y``
429
+ * - ``-x-y``
430
+ - ``x+y``
431
+ - ``z``
432
+ * - ``-y-z``
433
+ - ``y+z``
434
+ - ``x``
435
+ * - ``-x-z``
436
+ - ``x+z``
437
+ - ``y``
438
+ * - ``-x-y-z``
439
+ - ``x+y+z``
440
+ - ``(x+y+z) × x``
441
+
442
+ """
443
+ if isinstance(frame, BodyBase):
444
+ frame = frame.frame
445
+ if frame_axis is None:
446
+ frame_axis = frame.x
447
+ if frame_name is None:
448
+ if frame.name[-6:] == '_frame':
449
+ frame_name = f'{frame.name[:-6]}_int_frame'
450
+ else:
451
+ frame_name = f'{frame.name}_int_frame'
452
+ angle = frame_axis.angle_between(align_axis)
453
+ rotation_axis = cross(frame_axis, align_axis)
454
+ if rotation_axis == Vector(0) and angle == 0:
455
+ return frame
456
+ if angle == pi:
457
+ rotation_axis = Joint._choose_rotation_axis(frame, align_axis)
458
+
459
+ int_frame = ReferenceFrame(frame_name)
460
+ int_frame.orient_axis(frame, rotation_axis, angle)
461
+ int_frame.set_ang_vel(frame, 0 * rotation_axis)
462
+ return int_frame
463
+
464
+ def _generate_kdes(self):
465
+ """Generate kinematical differential equations."""
466
+ kdes = []
467
+ t = dynamicsymbols._t
468
+ for i in range(len(self.coordinates)):
469
+ kdes.append(-self.coordinates[i].diff(t) + self.speeds[i])
470
+ return Matrix(kdes)
471
+
472
+ def _locate_joint_pos(self, body, joint_pos, body_frame=None):
473
+ """Returns the attachment point of a body."""
474
+ if body_frame is None:
475
+ body_frame = body.frame
476
+ if joint_pos is None:
477
+ return body.masscenter
478
+ if not isinstance(joint_pos, (Point, Vector)):
479
+ raise TypeError('Attachment point must be a Point or Vector.')
480
+ if isinstance(joint_pos, Vector):
481
+ point_name = f'{self.name}_{body.name}_joint'
482
+ joint_pos = body.masscenter.locatenew(point_name, joint_pos)
483
+ if not joint_pos.pos_from(body.masscenter).dt(body_frame) == 0:
484
+ raise ValueError('Attachment point must be fixed to the associated '
485
+ 'body.')
486
+ return joint_pos
487
+
488
+ def _locate_joint_frame(self, body, interframe, body_frame=None):
489
+ """Returns the attachment frame of a body."""
490
+ if body_frame is None:
491
+ body_frame = body.frame
492
+ if interframe is None:
493
+ return body_frame
494
+ if isinstance(interframe, Vector):
495
+ interframe = Joint._create_aligned_interframe(
496
+ body_frame, interframe,
497
+ frame_name=f'{self.name}_{body.name}_int_frame')
498
+ elif not isinstance(interframe, ReferenceFrame):
499
+ raise TypeError('Interframe must be a ReferenceFrame.')
500
+ if not interframe.ang_vel_in(body_frame) == 0:
501
+ raise ValueError(f'Interframe {interframe} is not fixed to body '
502
+ f'{body}.')
503
+ body.masscenter.set_vel(interframe, 0) # Fixate interframe to body
504
+ return interframe
505
+
506
+ def _fill_coordinate_list(self, coordinates, n_coords, label='q', offset=0,
507
+ number_single=False):
508
+ """Helper method for _generate_coordinates and _generate_speeds.
509
+
510
+ Parameters
511
+ ==========
512
+
513
+ coordinates : iterable
514
+ Iterable of coordinates or speeds that have been provided.
515
+ n_coords : Integer
516
+ Number of coordinates that should be returned.
517
+ label : String, optional
518
+ Coordinate type either 'q' (coordinates) or 'u' (speeds). The
519
+ Default is 'q'.
520
+ offset : Integer
521
+ Count offset when creating new dynamicsymbols. The default is 0.
522
+ number_single : Boolean
523
+ Boolean whether if n_coords == 1, number should still be used. The
524
+ default is False.
525
+
526
+ """
527
+
528
+ def create_symbol(number):
529
+ if n_coords == 1 and not number_single:
530
+ return dynamicsymbols(f'{label}_{self.name}')
531
+ return dynamicsymbols(f'{label}{number}_{self.name}')
532
+
533
+ name = 'generalized coordinate' if label == 'q' else 'generalized speed'
534
+ generated_coordinates = []
535
+ if coordinates is None:
536
+ coordinates = []
537
+ elif not iterable(coordinates):
538
+ coordinates = [coordinates]
539
+ if not (len(coordinates) == 0 or len(coordinates) == n_coords):
540
+ raise ValueError(f'Expected {n_coords} {name}s, instead got '
541
+ f'{len(coordinates)} {name}s.')
542
+ # Supports more iterables, also Matrix
543
+ for i, coord in enumerate(coordinates):
544
+ if coord is None:
545
+ generated_coordinates.append(create_symbol(i + offset))
546
+ elif isinstance(coord, (AppliedUndef, Derivative)):
547
+ generated_coordinates.append(coord)
548
+ else:
549
+ raise TypeError(f'The {name} {coord} should have been a '
550
+ f'dynamicsymbol.')
551
+ for i in range(len(coordinates) + offset, n_coords + offset):
552
+ generated_coordinates.append(create_symbol(i))
553
+ return Matrix(generated_coordinates)
554
+
555
+
556
+ class PinJoint(Joint):
557
+ """Pin (Revolute) Joint.
558
+
559
+ .. raw:: html
560
+ :file: ../../../doc/src/modules/physics/mechanics/api/PinJoint.svg
561
+
562
+ Explanation
563
+ ===========
564
+
565
+ A pin joint is defined such that the joint rotation axis is fixed in both
566
+ the child and parent and the location of the joint is relative to the mass
567
+ center of each body. The child rotates an angle, θ, from the parent about
568
+ the rotation axis and has a simple angular speed, ω, relative to the
569
+ parent. The direction cosine matrix between the child interframe and
570
+ parent interframe is formed using a simple rotation about the joint axis.
571
+ The page on the joints framework gives a more detailed explanation of the
572
+ intermediate frames.
573
+
574
+ Parameters
575
+ ==========
576
+
577
+ name : string
578
+ A unique name for the joint.
579
+ parent : Particle or RigidBody or Body
580
+ The parent body of joint.
581
+ child : Particle or RigidBody or Body
582
+ The child body of joint.
583
+ coordinates : dynamicsymbol, optional
584
+ Generalized coordinates of the joint.
585
+ speeds : dynamicsymbol, optional
586
+ Generalized speeds of joint.
587
+ parent_point : Point or Vector, optional
588
+ Attachment point where the joint is fixed to the parent body. If a
589
+ vector is provided, then the attachment point is computed by adding the
590
+ vector to the body's mass center. The default value is the parent's mass
591
+ center.
592
+ child_point : Point or Vector, optional
593
+ Attachment point where the joint is fixed to the child body. If a
594
+ vector is provided, then the attachment point is computed by adding the
595
+ vector to the body's mass center. The default value is the child's mass
596
+ center.
597
+ parent_axis : Vector, optional
598
+ .. deprecated:: 1.12
599
+ Axis fixed in the parent body which aligns with an axis fixed in the
600
+ child body. The default is the x axis of parent's reference frame.
601
+ For more information on this deprecation, see
602
+ :ref:`deprecated-mechanics-joint-axis`.
603
+ child_axis : Vector, optional
604
+ .. deprecated:: 1.12
605
+ Axis fixed in the child body which aligns with an axis fixed in the
606
+ parent body. The default is the x axis of child's reference frame.
607
+ For more information on this deprecation, see
608
+ :ref:`deprecated-mechanics-joint-axis`.
609
+ parent_interframe : ReferenceFrame, optional
610
+ Intermediate frame of the parent body with respect to which the joint
611
+ transformation is formulated. If a Vector is provided then an interframe
612
+ is created which aligns its X axis with the given vector. The default
613
+ value is the parent's own frame.
614
+ child_interframe : ReferenceFrame, optional
615
+ Intermediate frame of the child body with respect to which the joint
616
+ transformation is formulated. If a Vector is provided then an interframe
617
+ is created which aligns its X axis with the given vector. The default
618
+ value is the child's own frame.
619
+ joint_axis : Vector
620
+ The axis about which the rotation occurs. Note that the components
621
+ of this axis are the same in the parent_interframe and child_interframe.
622
+ parent_joint_pos : Point or Vector, optional
623
+ .. deprecated:: 1.12
624
+ This argument is replaced by parent_point and will be removed in a
625
+ future version.
626
+ See :ref:`deprecated-mechanics-joint-pos` for more information.
627
+ child_joint_pos : Point or Vector, optional
628
+ .. deprecated:: 1.12
629
+ This argument is replaced by child_point and will be removed in a
630
+ future version.
631
+ See :ref:`deprecated-mechanics-joint-pos` for more information.
632
+
633
+ Attributes
634
+ ==========
635
+
636
+ name : string
637
+ The joint's name.
638
+ parent : Particle or RigidBody or Body
639
+ The joint's parent body.
640
+ child : Particle or RigidBody or Body
641
+ The joint's child body.
642
+ coordinates : Matrix
643
+ Matrix of the joint's generalized coordinates. The default value is
644
+ ``dynamicsymbols(f'q_{joint.name}')``.
645
+ speeds : Matrix
646
+ Matrix of the joint's generalized speeds. The default value is
647
+ ``dynamicsymbols(f'u_{joint.name}')``.
648
+ parent_point : Point
649
+ Attachment point where the joint is fixed to the parent body.
650
+ child_point : Point
651
+ Attachment point where the joint is fixed to the child body.
652
+ parent_axis : Vector
653
+ The axis fixed in the parent frame that represents the joint.
654
+ child_axis : Vector
655
+ The axis fixed in the child frame that represents the joint.
656
+ parent_interframe : ReferenceFrame
657
+ Intermediate frame of the parent body with respect to which the joint
658
+ transformation is formulated.
659
+ child_interframe : ReferenceFrame
660
+ Intermediate frame of the child body with respect to which the joint
661
+ transformation is formulated.
662
+ joint_axis : Vector
663
+ The axis about which the rotation occurs. Note that the components of
664
+ this axis are the same in the parent_interframe and child_interframe.
665
+ kdes : Matrix
666
+ Kinematical differential equations of the joint.
667
+
668
+ Examples
669
+ =========
670
+
671
+ A single pin joint is created from two bodies and has the following basic
672
+ attributes:
673
+
674
+ >>> from sympy.physics.mechanics import RigidBody, PinJoint
675
+ >>> parent = RigidBody('P')
676
+ >>> parent
677
+ P
678
+ >>> child = RigidBody('C')
679
+ >>> child
680
+ C
681
+ >>> joint = PinJoint('PC', parent, child)
682
+ >>> joint
683
+ PinJoint: PC parent: P child: C
684
+ >>> joint.name
685
+ 'PC'
686
+ >>> joint.parent
687
+ P
688
+ >>> joint.child
689
+ C
690
+ >>> joint.parent_point
691
+ P_masscenter
692
+ >>> joint.child_point
693
+ C_masscenter
694
+ >>> joint.parent_axis
695
+ P_frame.x
696
+ >>> joint.child_axis
697
+ C_frame.x
698
+ >>> joint.coordinates
699
+ Matrix([[q_PC(t)]])
700
+ >>> joint.speeds
701
+ Matrix([[u_PC(t)]])
702
+ >>> child.frame.ang_vel_in(parent.frame)
703
+ u_PC(t)*P_frame.x
704
+ >>> child.frame.dcm(parent.frame)
705
+ Matrix([
706
+ [1, 0, 0],
707
+ [0, cos(q_PC(t)), sin(q_PC(t))],
708
+ [0, -sin(q_PC(t)), cos(q_PC(t))]])
709
+ >>> joint.child_point.pos_from(joint.parent_point)
710
+ 0
711
+
712
+ To further demonstrate the use of the pin joint, the kinematics of simple
713
+ double pendulum that rotates about the Z axis of each connected body can be
714
+ created as follows.
715
+
716
+ >>> from sympy import symbols, trigsimp
717
+ >>> from sympy.physics.mechanics import RigidBody, PinJoint
718
+ >>> l1, l2 = symbols('l1 l2')
719
+
720
+ First create bodies to represent the fixed ceiling and one to represent
721
+ each pendulum bob.
722
+
723
+ >>> ceiling = RigidBody('C')
724
+ >>> upper_bob = RigidBody('U')
725
+ >>> lower_bob = RigidBody('L')
726
+
727
+ The first joint will connect the upper bob to the ceiling by a distance of
728
+ ``l1`` and the joint axis will be about the Z axis for each body.
729
+
730
+ >>> ceiling_joint = PinJoint('P1', ceiling, upper_bob,
731
+ ... child_point=-l1*upper_bob.frame.x,
732
+ ... joint_axis=ceiling.frame.z)
733
+
734
+ The second joint will connect the lower bob to the upper bob by a distance
735
+ of ``l2`` and the joint axis will also be about the Z axis for each body.
736
+
737
+ >>> pendulum_joint = PinJoint('P2', upper_bob, lower_bob,
738
+ ... child_point=-l2*lower_bob.frame.x,
739
+ ... joint_axis=upper_bob.frame.z)
740
+
741
+ Once the joints are established the kinematics of the connected bodies can
742
+ be accessed. First the direction cosine matrices of pendulum link relative
743
+ to the ceiling are found:
744
+
745
+ >>> upper_bob.frame.dcm(ceiling.frame)
746
+ Matrix([
747
+ [ cos(q_P1(t)), sin(q_P1(t)), 0],
748
+ [-sin(q_P1(t)), cos(q_P1(t)), 0],
749
+ [ 0, 0, 1]])
750
+ >>> trigsimp(lower_bob.frame.dcm(ceiling.frame))
751
+ Matrix([
752
+ [ cos(q_P1(t) + q_P2(t)), sin(q_P1(t) + q_P2(t)), 0],
753
+ [-sin(q_P1(t) + q_P2(t)), cos(q_P1(t) + q_P2(t)), 0],
754
+ [ 0, 0, 1]])
755
+
756
+ The position of the lower bob's masscenter is found with:
757
+
758
+ >>> lower_bob.masscenter.pos_from(ceiling.masscenter)
759
+ l1*U_frame.x + l2*L_frame.x
760
+
761
+ The angular velocities of the two pendulum links can be computed with
762
+ respect to the ceiling.
763
+
764
+ >>> upper_bob.frame.ang_vel_in(ceiling.frame)
765
+ u_P1(t)*C_frame.z
766
+ >>> lower_bob.frame.ang_vel_in(ceiling.frame)
767
+ u_P1(t)*C_frame.z + u_P2(t)*U_frame.z
768
+
769
+ And finally, the linear velocities of the two pendulum bobs can be computed
770
+ with respect to the ceiling.
771
+
772
+ >>> upper_bob.masscenter.vel(ceiling.frame)
773
+ l1*u_P1(t)*U_frame.y
774
+ >>> lower_bob.masscenter.vel(ceiling.frame)
775
+ l1*u_P1(t)*U_frame.y + l2*(u_P1(t) + u_P2(t))*L_frame.y
776
+
777
+ """
778
+
779
+ def __init__(self, name, parent, child, coordinates=None, speeds=None,
780
+ parent_point=None, child_point=None, parent_interframe=None,
781
+ child_interframe=None, parent_axis=None, child_axis=None,
782
+ joint_axis=None, parent_joint_pos=None, child_joint_pos=None):
783
+
784
+ self._joint_axis = joint_axis
785
+ super().__init__(name, parent, child, coordinates, speeds, parent_point,
786
+ child_point, parent_interframe, child_interframe,
787
+ parent_axis, child_axis, parent_joint_pos,
788
+ child_joint_pos)
789
+
790
+ def __str__(self):
791
+ return (f'PinJoint: {self.name} parent: {self.parent} '
792
+ f'child: {self.child}')
793
+
794
+ @property
795
+ def joint_axis(self):
796
+ """Axis about which the child rotates with respect to the parent."""
797
+ return self._joint_axis
798
+
799
+ def _generate_coordinates(self, coordinate):
800
+ return self._fill_coordinate_list(coordinate, 1, 'q')
801
+
802
+ def _generate_speeds(self, speed):
803
+ return self._fill_coordinate_list(speed, 1, 'u')
804
+
805
+ def _orient_frames(self):
806
+ self._joint_axis = self._axis(self.joint_axis, self.parent_interframe)
807
+ self.child_interframe.orient_axis(
808
+ self.parent_interframe, self.joint_axis, self.coordinates[0])
809
+
810
+ def _set_angular_velocity(self):
811
+ self.child_interframe.set_ang_vel(self.parent_interframe, self.speeds[
812
+ 0] * self.joint_axis.normalize())
813
+
814
+ def _set_linear_velocity(self):
815
+ self.child_point.set_pos(self.parent_point, 0)
816
+ self.parent_point.set_vel(self._parent_frame, 0)
817
+ self.child_point.set_vel(self._child_frame, 0)
818
+ self.child.masscenter.v2pt_theory(self.parent_point,
819
+ self._parent_frame, self._child_frame)
820
+
821
+
822
+ class PrismaticJoint(Joint):
823
+ """Prismatic (Sliding) Joint.
824
+
825
+ .. image:: PrismaticJoint.svg
826
+
827
+ Explanation
828
+ ===========
829
+
830
+ It is defined such that the child body translates with respect to the parent
831
+ body along the body-fixed joint axis. The location of the joint is defined
832
+ by two points, one in each body, which coincide when the generalized
833
+ coordinate is zero. The direction cosine matrix between the
834
+ parent_interframe and child_interframe is the identity matrix. Therefore,
835
+ the direction cosine matrix between the parent and child frames is fully
836
+ defined by the definition of the intermediate frames. The page on the joints
837
+ framework gives a more detailed explanation of the intermediate frames.
838
+
839
+ Parameters
840
+ ==========
841
+
842
+ name : string
843
+ A unique name for the joint.
844
+ parent : Particle or RigidBody or Body
845
+ The parent body of joint.
846
+ child : Particle or RigidBody or Body
847
+ The child body of joint.
848
+ coordinates : dynamicsymbol, optional
849
+ Generalized coordinates of the joint. The default value is
850
+ ``dynamicsymbols(f'q_{joint.name}')``.
851
+ speeds : dynamicsymbol, optional
852
+ Generalized speeds of joint. The default value is
853
+ ``dynamicsymbols(f'u_{joint.name}')``.
854
+ parent_point : Point or Vector, optional
855
+ Attachment point where the joint is fixed to the parent body. If a
856
+ vector is provided, then the attachment point is computed by adding the
857
+ vector to the body's mass center. The default value is the parent's mass
858
+ center.
859
+ child_point : Point or Vector, optional
860
+ Attachment point where the joint is fixed to the child body. If a
861
+ vector is provided, then the attachment point is computed by adding the
862
+ vector to the body's mass center. The default value is the child's mass
863
+ center.
864
+ parent_axis : Vector, optional
865
+ .. deprecated:: 1.12
866
+ Axis fixed in the parent body which aligns with an axis fixed in the
867
+ child body. The default is the x axis of parent's reference frame.
868
+ For more information on this deprecation, see
869
+ :ref:`deprecated-mechanics-joint-axis`.
870
+ child_axis : Vector, optional
871
+ .. deprecated:: 1.12
872
+ Axis fixed in the child body which aligns with an axis fixed in the
873
+ parent body. The default is the x axis of child's reference frame.
874
+ For more information on this deprecation, see
875
+ :ref:`deprecated-mechanics-joint-axis`.
876
+ parent_interframe : ReferenceFrame, optional
877
+ Intermediate frame of the parent body with respect to which the joint
878
+ transformation is formulated. If a Vector is provided then an interframe
879
+ is created which aligns its X axis with the given vector. The default
880
+ value is the parent's own frame.
881
+ child_interframe : ReferenceFrame, optional
882
+ Intermediate frame of the child body with respect to which the joint
883
+ transformation is formulated. If a Vector is provided then an interframe
884
+ is created which aligns its X axis with the given vector. The default
885
+ value is the child's own frame.
886
+ joint_axis : Vector
887
+ The axis along which the translation occurs. Note that the components
888
+ of this axis are the same in the parent_interframe and child_interframe.
889
+ parent_joint_pos : Point or Vector, optional
890
+ .. deprecated:: 1.12
891
+ This argument is replaced by parent_point and will be removed in a
892
+ future version.
893
+ See :ref:`deprecated-mechanics-joint-pos` for more information.
894
+ child_joint_pos : Point or Vector, optional
895
+ .. deprecated:: 1.12
896
+ This argument is replaced by child_point and will be removed in a
897
+ future version.
898
+ See :ref:`deprecated-mechanics-joint-pos` for more information.
899
+
900
+ Attributes
901
+ ==========
902
+
903
+ name : string
904
+ The joint's name.
905
+ parent : Particle or RigidBody or Body
906
+ The joint's parent body.
907
+ child : Particle or RigidBody or Body
908
+ The joint's child body.
909
+ coordinates : Matrix
910
+ Matrix of the joint's generalized coordinates.
911
+ speeds : Matrix
912
+ Matrix of the joint's generalized speeds.
913
+ parent_point : Point
914
+ Attachment point where the joint is fixed to the parent body.
915
+ child_point : Point
916
+ Attachment point where the joint is fixed to the child body.
917
+ parent_axis : Vector
918
+ The axis fixed in the parent frame that represents the joint.
919
+ child_axis : Vector
920
+ The axis fixed in the child frame that represents the joint.
921
+ parent_interframe : ReferenceFrame
922
+ Intermediate frame of the parent body with respect to which the joint
923
+ transformation is formulated.
924
+ child_interframe : ReferenceFrame
925
+ Intermediate frame of the child body with respect to which the joint
926
+ transformation is formulated.
927
+ kdes : Matrix
928
+ Kinematical differential equations of the joint.
929
+
930
+ Examples
931
+ =========
932
+
933
+ A single prismatic joint is created from two bodies and has the following
934
+ basic attributes:
935
+
936
+ >>> from sympy.physics.mechanics import RigidBody, PrismaticJoint
937
+ >>> parent = RigidBody('P')
938
+ >>> parent
939
+ P
940
+ >>> child = RigidBody('C')
941
+ >>> child
942
+ C
943
+ >>> joint = PrismaticJoint('PC', parent, child)
944
+ >>> joint
945
+ PrismaticJoint: PC parent: P child: C
946
+ >>> joint.name
947
+ 'PC'
948
+ >>> joint.parent
949
+ P
950
+ >>> joint.child
951
+ C
952
+ >>> joint.parent_point
953
+ P_masscenter
954
+ >>> joint.child_point
955
+ C_masscenter
956
+ >>> joint.parent_axis
957
+ P_frame.x
958
+ >>> joint.child_axis
959
+ C_frame.x
960
+ >>> joint.coordinates
961
+ Matrix([[q_PC(t)]])
962
+ >>> joint.speeds
963
+ Matrix([[u_PC(t)]])
964
+ >>> child.frame.ang_vel_in(parent.frame)
965
+ 0
966
+ >>> child.frame.dcm(parent.frame)
967
+ Matrix([
968
+ [1, 0, 0],
969
+ [0, 1, 0],
970
+ [0, 0, 1]])
971
+ >>> joint.child_point.pos_from(joint.parent_point)
972
+ q_PC(t)*P_frame.x
973
+
974
+ To further demonstrate the use of the prismatic joint, the kinematics of two
975
+ masses sliding, one moving relative to a fixed body and the other relative
976
+ to the moving body. about the X axis of each connected body can be created
977
+ as follows.
978
+
979
+ >>> from sympy.physics.mechanics import PrismaticJoint, RigidBody
980
+
981
+ First create bodies to represent the fixed ceiling and one to represent
982
+ a particle.
983
+
984
+ >>> wall = RigidBody('W')
985
+ >>> Part1 = RigidBody('P1')
986
+ >>> Part2 = RigidBody('P2')
987
+
988
+ The first joint will connect the particle to the ceiling and the
989
+ joint axis will be about the X axis for each body.
990
+
991
+ >>> J1 = PrismaticJoint('J1', wall, Part1)
992
+
993
+ The second joint will connect the second particle to the first particle
994
+ and the joint axis will also be about the X axis for each body.
995
+
996
+ >>> J2 = PrismaticJoint('J2', Part1, Part2)
997
+
998
+ Once the joint is established the kinematics of the connected bodies can
999
+ be accessed. First the direction cosine matrices of Part relative
1000
+ to the ceiling are found:
1001
+
1002
+ >>> Part1.frame.dcm(wall.frame)
1003
+ Matrix([
1004
+ [1, 0, 0],
1005
+ [0, 1, 0],
1006
+ [0, 0, 1]])
1007
+
1008
+ >>> Part2.frame.dcm(wall.frame)
1009
+ Matrix([
1010
+ [1, 0, 0],
1011
+ [0, 1, 0],
1012
+ [0, 0, 1]])
1013
+
1014
+ The position of the particles' masscenter is found with:
1015
+
1016
+ >>> Part1.masscenter.pos_from(wall.masscenter)
1017
+ q_J1(t)*W_frame.x
1018
+
1019
+ >>> Part2.masscenter.pos_from(wall.masscenter)
1020
+ q_J1(t)*W_frame.x + q_J2(t)*P1_frame.x
1021
+
1022
+ The angular velocities of the two particle links can be computed with
1023
+ respect to the ceiling.
1024
+
1025
+ >>> Part1.frame.ang_vel_in(wall.frame)
1026
+ 0
1027
+
1028
+ >>> Part2.frame.ang_vel_in(wall.frame)
1029
+ 0
1030
+
1031
+ And finally, the linear velocities of the two particles can be computed
1032
+ with respect to the ceiling.
1033
+
1034
+ >>> Part1.masscenter.vel(wall.frame)
1035
+ u_J1(t)*W_frame.x
1036
+
1037
+ >>> Part2.masscenter.vel(wall.frame)
1038
+ u_J1(t)*W_frame.x + Derivative(q_J2(t), t)*P1_frame.x
1039
+
1040
+ """
1041
+
1042
+ def __init__(self, name, parent, child, coordinates=None, speeds=None,
1043
+ parent_point=None, child_point=None, parent_interframe=None,
1044
+ child_interframe=None, parent_axis=None, child_axis=None,
1045
+ joint_axis=None, parent_joint_pos=None, child_joint_pos=None):
1046
+
1047
+ self._joint_axis = joint_axis
1048
+ super().__init__(name, parent, child, coordinates, speeds, parent_point,
1049
+ child_point, parent_interframe, child_interframe,
1050
+ parent_axis, child_axis, parent_joint_pos,
1051
+ child_joint_pos)
1052
+
1053
+ def __str__(self):
1054
+ return (f'PrismaticJoint: {self.name} parent: {self.parent} '
1055
+ f'child: {self.child}')
1056
+
1057
+ @property
1058
+ def joint_axis(self):
1059
+ """Axis along which the child translates with respect to the parent."""
1060
+ return self._joint_axis
1061
+
1062
+ def _generate_coordinates(self, coordinate):
1063
+ return self._fill_coordinate_list(coordinate, 1, 'q')
1064
+
1065
+ def _generate_speeds(self, speed):
1066
+ return self._fill_coordinate_list(speed, 1, 'u')
1067
+
1068
+ def _orient_frames(self):
1069
+ self._joint_axis = self._axis(self.joint_axis, self.parent_interframe)
1070
+ self.child_interframe.orient_axis(
1071
+ self.parent_interframe, self.joint_axis, 0)
1072
+
1073
+ def _set_angular_velocity(self):
1074
+ self.child_interframe.set_ang_vel(self.parent_interframe, 0)
1075
+
1076
+ def _set_linear_velocity(self):
1077
+ axis = self.joint_axis.normalize()
1078
+ self.child_point.set_pos(self.parent_point, self.coordinates[0] * axis)
1079
+ self.parent_point.set_vel(self._parent_frame, 0)
1080
+ self.child_point.set_vel(self._child_frame, 0)
1081
+ self.child_point.set_vel(self._parent_frame, self.speeds[0] * axis)
1082
+ self.child.masscenter.set_vel(self._parent_frame, self.speeds[0] * axis)
1083
+
1084
+
1085
+ class CylindricalJoint(Joint):
1086
+ """Cylindrical Joint.
1087
+
1088
+ .. image:: CylindricalJoint.svg
1089
+ :align: center
1090
+ :width: 600
1091
+
1092
+ Explanation
1093
+ ===========
1094
+
1095
+ A cylindrical joint is defined such that the child body both rotates about
1096
+ and translates along the body-fixed joint axis with respect to the parent
1097
+ body. The joint axis is both the rotation axis and translation axis. The
1098
+ location of the joint is defined by two points, one in each body, which
1099
+ coincide when the generalized coordinate corresponding to the translation is
1100
+ zero. The direction cosine matrix between the child interframe and parent
1101
+ interframe is formed using a simple rotation about the joint axis. The page
1102
+ on the joints framework gives a more detailed explanation of the
1103
+ intermediate frames.
1104
+
1105
+ Parameters
1106
+ ==========
1107
+
1108
+ name : string
1109
+ A unique name for the joint.
1110
+ parent : Particle or RigidBody or Body
1111
+ The parent body of joint.
1112
+ child : Particle or RigidBody or Body
1113
+ The child body of joint.
1114
+ rotation_coordinate : dynamicsymbol, optional
1115
+ Generalized coordinate corresponding to the rotation angle. The default
1116
+ value is ``dynamicsymbols(f'q0_{joint.name}')``.
1117
+ translation_coordinate : dynamicsymbol, optional
1118
+ Generalized coordinate corresponding to the translation distance. The
1119
+ default value is ``dynamicsymbols(f'q1_{joint.name}')``.
1120
+ rotation_speed : dynamicsymbol, optional
1121
+ Generalized speed corresponding to the angular velocity. The default
1122
+ value is ``dynamicsymbols(f'u0_{joint.name}')``.
1123
+ translation_speed : dynamicsymbol, optional
1124
+ Generalized speed corresponding to the translation velocity. The default
1125
+ value is ``dynamicsymbols(f'u1_{joint.name}')``.
1126
+ parent_point : Point or Vector, optional
1127
+ Attachment point where the joint is fixed to the parent body. If a
1128
+ vector is provided, then the attachment point is computed by adding the
1129
+ vector to the body's mass center. The default value is the parent's mass
1130
+ center.
1131
+ child_point : Point or Vector, optional
1132
+ Attachment point where the joint is fixed to the child body. If a
1133
+ vector is provided, then the attachment point is computed by adding the
1134
+ vector to the body's mass center. The default value is the child's mass
1135
+ center.
1136
+ parent_interframe : ReferenceFrame, optional
1137
+ Intermediate frame of the parent body with respect to which the joint
1138
+ transformation is formulated. If a Vector is provided then an interframe
1139
+ is created which aligns its X axis with the given vector. The default
1140
+ value is the parent's own frame.
1141
+ child_interframe : ReferenceFrame, optional
1142
+ Intermediate frame of the child body with respect to which the joint
1143
+ transformation is formulated. If a Vector is provided then an interframe
1144
+ is created which aligns its X axis with the given vector. The default
1145
+ value is the child's own frame.
1146
+ joint_axis : Vector, optional
1147
+ The rotation as well as translation axis. Note that the components of
1148
+ this axis are the same in the parent_interframe and child_interframe.
1149
+
1150
+ Attributes
1151
+ ==========
1152
+
1153
+ name : string
1154
+ The joint's name.
1155
+ parent : Particle or RigidBody or Body
1156
+ The joint's parent body.
1157
+ child : Particle or RigidBody or Body
1158
+ The joint's child body.
1159
+ rotation_coordinate : dynamicsymbol
1160
+ Generalized coordinate corresponding to the rotation angle.
1161
+ translation_coordinate : dynamicsymbol
1162
+ Generalized coordinate corresponding to the translation distance.
1163
+ rotation_speed : dynamicsymbol
1164
+ Generalized speed corresponding to the angular velocity.
1165
+ translation_speed : dynamicsymbol
1166
+ Generalized speed corresponding to the translation velocity.
1167
+ coordinates : Matrix
1168
+ Matrix of the joint's generalized coordinates.
1169
+ speeds : Matrix
1170
+ Matrix of the joint's generalized speeds.
1171
+ parent_point : Point
1172
+ Attachment point where the joint is fixed to the parent body.
1173
+ child_point : Point
1174
+ Attachment point where the joint is fixed to the child body.
1175
+ parent_interframe : ReferenceFrame
1176
+ Intermediate frame of the parent body with respect to which the joint
1177
+ transformation is formulated.
1178
+ child_interframe : ReferenceFrame
1179
+ Intermediate frame of the child body with respect to which the joint
1180
+ transformation is formulated.
1181
+ kdes : Matrix
1182
+ Kinematical differential equations of the joint.
1183
+ joint_axis : Vector
1184
+ The axis of rotation and translation.
1185
+
1186
+ Examples
1187
+ =========
1188
+
1189
+ A single cylindrical joint is created between two bodies and has the
1190
+ following basic attributes:
1191
+
1192
+ >>> from sympy.physics.mechanics import RigidBody, CylindricalJoint
1193
+ >>> parent = RigidBody('P')
1194
+ >>> parent
1195
+ P
1196
+ >>> child = RigidBody('C')
1197
+ >>> child
1198
+ C
1199
+ >>> joint = CylindricalJoint('PC', parent, child)
1200
+ >>> joint
1201
+ CylindricalJoint: PC parent: P child: C
1202
+ >>> joint.name
1203
+ 'PC'
1204
+ >>> joint.parent
1205
+ P
1206
+ >>> joint.child
1207
+ C
1208
+ >>> joint.parent_point
1209
+ P_masscenter
1210
+ >>> joint.child_point
1211
+ C_masscenter
1212
+ >>> joint.parent_axis
1213
+ P_frame.x
1214
+ >>> joint.child_axis
1215
+ C_frame.x
1216
+ >>> joint.coordinates
1217
+ Matrix([
1218
+ [q0_PC(t)],
1219
+ [q1_PC(t)]])
1220
+ >>> joint.speeds
1221
+ Matrix([
1222
+ [u0_PC(t)],
1223
+ [u1_PC(t)]])
1224
+ >>> child.frame.ang_vel_in(parent.frame)
1225
+ u0_PC(t)*P_frame.x
1226
+ >>> child.frame.dcm(parent.frame)
1227
+ Matrix([
1228
+ [1, 0, 0],
1229
+ [0, cos(q0_PC(t)), sin(q0_PC(t))],
1230
+ [0, -sin(q0_PC(t)), cos(q0_PC(t))]])
1231
+ >>> joint.child_point.pos_from(joint.parent_point)
1232
+ q1_PC(t)*P_frame.x
1233
+ >>> child.masscenter.vel(parent.frame)
1234
+ u1_PC(t)*P_frame.x
1235
+
1236
+ To further demonstrate the use of the cylindrical joint, the kinematics of
1237
+ two cylindrical joints perpendicular to each other can be created as follows.
1238
+
1239
+ >>> from sympy import symbols
1240
+ >>> from sympy.physics.mechanics import RigidBody, CylindricalJoint
1241
+ >>> r, l, w = symbols('r l w')
1242
+
1243
+ First create bodies to represent the fixed floor with a fixed pole on it.
1244
+ The second body represents a freely moving tube around that pole. The third
1245
+ body represents a solid flag freely translating along and rotating around
1246
+ the Y axis of the tube.
1247
+
1248
+ >>> floor = RigidBody('floor')
1249
+ >>> tube = RigidBody('tube')
1250
+ >>> flag = RigidBody('flag')
1251
+
1252
+ The first joint will connect the first tube to the floor with it translating
1253
+ along and rotating around the Z axis of both bodies.
1254
+
1255
+ >>> floor_joint = CylindricalJoint('C1', floor, tube, joint_axis=floor.z)
1256
+
1257
+ The second joint will connect the tube perpendicular to the flag along the Y
1258
+ axis of both the tube and the flag, with the joint located at a distance
1259
+ ``r`` from the tube's center of mass and a combination of the distances
1260
+ ``l`` and ``w`` from the flag's center of mass.
1261
+
1262
+ >>> flag_joint = CylindricalJoint('C2', tube, flag,
1263
+ ... parent_point=r * tube.y,
1264
+ ... child_point=-w * flag.y + l * flag.z,
1265
+ ... joint_axis=tube.y)
1266
+
1267
+ Once the joints are established the kinematics of the connected bodies can
1268
+ be accessed. First the direction cosine matrices of both the body and the
1269
+ flag relative to the floor are found:
1270
+
1271
+ >>> tube.frame.dcm(floor.frame)
1272
+ Matrix([
1273
+ [ cos(q0_C1(t)), sin(q0_C1(t)), 0],
1274
+ [-sin(q0_C1(t)), cos(q0_C1(t)), 0],
1275
+ [ 0, 0, 1]])
1276
+ >>> flag.frame.dcm(floor.frame)
1277
+ Matrix([
1278
+ [cos(q0_C1(t))*cos(q0_C2(t)), sin(q0_C1(t))*cos(q0_C2(t)), -sin(q0_C2(t))],
1279
+ [ -sin(q0_C1(t)), cos(q0_C1(t)), 0],
1280
+ [sin(q0_C2(t))*cos(q0_C1(t)), sin(q0_C1(t))*sin(q0_C2(t)), cos(q0_C2(t))]])
1281
+
1282
+ The position of the flag's center of mass is found with:
1283
+
1284
+ >>> flag.masscenter.pos_from(floor.masscenter)
1285
+ q1_C1(t)*floor_frame.z + (r + q1_C2(t))*tube_frame.y + w*flag_frame.y - l*flag_frame.z
1286
+
1287
+ The angular velocities of the two tubes can be computed with respect to the
1288
+ floor.
1289
+
1290
+ >>> tube.frame.ang_vel_in(floor.frame)
1291
+ u0_C1(t)*floor_frame.z
1292
+ >>> flag.frame.ang_vel_in(floor.frame)
1293
+ u0_C1(t)*floor_frame.z + u0_C2(t)*tube_frame.y
1294
+
1295
+ Finally, the linear velocities of the two tube centers of mass can be
1296
+ computed with respect to the floor, while expressed in the tube's frame.
1297
+
1298
+ >>> tube.masscenter.vel(floor.frame).to_matrix(tube.frame)
1299
+ Matrix([
1300
+ [ 0],
1301
+ [ 0],
1302
+ [u1_C1(t)]])
1303
+ >>> flag.masscenter.vel(floor.frame).to_matrix(tube.frame).simplify()
1304
+ Matrix([
1305
+ [-l*u0_C2(t)*cos(q0_C2(t)) - r*u0_C1(t) - w*u0_C1(t) - q1_C2(t)*u0_C1(t)],
1306
+ [ -l*u0_C1(t)*sin(q0_C2(t)) + Derivative(q1_C2(t), t)],
1307
+ [ l*u0_C2(t)*sin(q0_C2(t)) + u1_C1(t)]])
1308
+
1309
+ """
1310
+
1311
+ def __init__(self, name, parent, child, rotation_coordinate=None,
1312
+ translation_coordinate=None, rotation_speed=None,
1313
+ translation_speed=None, parent_point=None, child_point=None,
1314
+ parent_interframe=None, child_interframe=None,
1315
+ joint_axis=None):
1316
+ self._joint_axis = joint_axis
1317
+ coordinates = (rotation_coordinate, translation_coordinate)
1318
+ speeds = (rotation_speed, translation_speed)
1319
+ super().__init__(name, parent, child, coordinates, speeds,
1320
+ parent_point, child_point,
1321
+ parent_interframe=parent_interframe,
1322
+ child_interframe=child_interframe)
1323
+
1324
+ def __str__(self):
1325
+ return (f'CylindricalJoint: {self.name} parent: {self.parent} '
1326
+ f'child: {self.child}')
1327
+
1328
+ @property
1329
+ def joint_axis(self):
1330
+ """Axis about and along which the rotation and translation occurs."""
1331
+ return self._joint_axis
1332
+
1333
+ @property
1334
+ def rotation_coordinate(self):
1335
+ """Generalized coordinate corresponding to the rotation angle."""
1336
+ return self.coordinates[0]
1337
+
1338
+ @property
1339
+ def translation_coordinate(self):
1340
+ """Generalized coordinate corresponding to the translation distance."""
1341
+ return self.coordinates[1]
1342
+
1343
+ @property
1344
+ def rotation_speed(self):
1345
+ """Generalized speed corresponding to the angular velocity."""
1346
+ return self.speeds[0]
1347
+
1348
+ @property
1349
+ def translation_speed(self):
1350
+ """Generalized speed corresponding to the translation velocity."""
1351
+ return self.speeds[1]
1352
+
1353
+ def _generate_coordinates(self, coordinates):
1354
+ return self._fill_coordinate_list(coordinates, 2, 'q')
1355
+
1356
+ def _generate_speeds(self, speeds):
1357
+ return self._fill_coordinate_list(speeds, 2, 'u')
1358
+
1359
+ def _orient_frames(self):
1360
+ self._joint_axis = self._axis(self.joint_axis, self.parent_interframe)
1361
+ self.child_interframe.orient_axis(
1362
+ self.parent_interframe, self.joint_axis, self.rotation_coordinate)
1363
+
1364
+ def _set_angular_velocity(self):
1365
+ self.child_interframe.set_ang_vel(
1366
+ self.parent_interframe,
1367
+ self.rotation_speed * self.joint_axis.normalize())
1368
+
1369
+ def _set_linear_velocity(self):
1370
+ self.child_point.set_pos(
1371
+ self.parent_point,
1372
+ self.translation_coordinate * self.joint_axis.normalize())
1373
+ self.parent_point.set_vel(self._parent_frame, 0)
1374
+ self.child_point.set_vel(self._child_frame, 0)
1375
+ self.child_point.set_vel(
1376
+ self._parent_frame,
1377
+ self.translation_speed * self.joint_axis.normalize())
1378
+ self.child.masscenter.v2pt_theory(self.child_point, self._parent_frame,
1379
+ self.child_interframe)
1380
+
1381
+
1382
+ class PlanarJoint(Joint):
1383
+ """Planar Joint.
1384
+
1385
+ .. raw:: html
1386
+ :file: ../../../doc/src/modules/physics/mechanics/api/PlanarJoint.svg
1387
+
1388
+ Explanation
1389
+ ===========
1390
+
1391
+ A planar joint is defined such that the child body translates over a fixed
1392
+ plane of the parent body as well as rotate about the rotation axis, which
1393
+ is perpendicular to that plane. The origin of this plane is the
1394
+ ``parent_point`` and the plane is spanned by two nonparallel planar vectors.
1395
+ The location of the ``child_point`` is based on the planar vectors
1396
+ ($\\vec{v}_1$, $\\vec{v}_2$) and generalized coordinates ($q_1$, $q_2$),
1397
+ i.e. $\\vec{r} = q_1 \\hat{v}_1 + q_2 \\hat{v}_2$. The direction cosine
1398
+ matrix between the ``child_interframe`` and ``parent_interframe`` is formed
1399
+ using a simple rotation ($q_0$) about the rotation axis.
1400
+
1401
+ In order to simplify the definition of the ``PlanarJoint``, the
1402
+ ``rotation_axis`` and ``planar_vectors`` are set to be the unit vectors of
1403
+ the ``parent_interframe`` according to the table below. This ensures that
1404
+ you can only define these vectors by creating a separate frame and supplying
1405
+ that as the interframe. If you however would only like to supply the normals
1406
+ of the plane with respect to the parent and child bodies, then you can also
1407
+ supply those to the ``parent_interframe`` and ``child_interframe``
1408
+ arguments. An example of both of these cases is in the examples section
1409
+ below and the page on the joints framework provides a more detailed
1410
+ explanation of the intermediate frames.
1411
+
1412
+ .. list-table::
1413
+
1414
+ * - ``rotation_axis``
1415
+ - ``parent_interframe.x``
1416
+ * - ``planar_vectors[0]``
1417
+ - ``parent_interframe.y``
1418
+ * - ``planar_vectors[1]``
1419
+ - ``parent_interframe.z``
1420
+
1421
+ Parameters
1422
+ ==========
1423
+
1424
+ name : string
1425
+ A unique name for the joint.
1426
+ parent : Particle or RigidBody or Body
1427
+ The parent body of joint.
1428
+ child : Particle or RigidBody or Body
1429
+ The child body of joint.
1430
+ rotation_coordinate : dynamicsymbol, optional
1431
+ Generalized coordinate corresponding to the rotation angle. The default
1432
+ value is ``dynamicsymbols(f'q0_{joint.name}')``.
1433
+ planar_coordinates : iterable of dynamicsymbols, optional
1434
+ Two generalized coordinates used for the planar translation. The default
1435
+ value is ``dynamicsymbols(f'q1_{joint.name} q2_{joint.name}')``.
1436
+ rotation_speed : dynamicsymbol, optional
1437
+ Generalized speed corresponding to the angular velocity. The default
1438
+ value is ``dynamicsymbols(f'u0_{joint.name}')``.
1439
+ planar_speeds : dynamicsymbols, optional
1440
+ Two generalized speeds used for the planar translation velocity. The
1441
+ default value is ``dynamicsymbols(f'u1_{joint.name} u2_{joint.name}')``.
1442
+ parent_point : Point or Vector, optional
1443
+ Attachment point where the joint is fixed to the parent body. If a
1444
+ vector is provided, then the attachment point is computed by adding the
1445
+ vector to the body's mass center. The default value is the parent's mass
1446
+ center.
1447
+ child_point : Point or Vector, optional
1448
+ Attachment point where the joint is fixed to the child body. If a
1449
+ vector is provided, then the attachment point is computed by adding the
1450
+ vector to the body's mass center. The default value is the child's mass
1451
+ center.
1452
+ parent_interframe : ReferenceFrame, optional
1453
+ Intermediate frame of the parent body with respect to which the joint
1454
+ transformation is formulated. If a Vector is provided then an interframe
1455
+ is created which aligns its X axis with the given vector. The default
1456
+ value is the parent's own frame.
1457
+ child_interframe : ReferenceFrame, optional
1458
+ Intermediate frame of the child body with respect to which the joint
1459
+ transformation is formulated. If a Vector is provided then an interframe
1460
+ is created which aligns its X axis with the given vector. The default
1461
+ value is the child's own frame.
1462
+
1463
+ Attributes
1464
+ ==========
1465
+
1466
+ name : string
1467
+ The joint's name.
1468
+ parent : Particle or RigidBody or Body
1469
+ The joint's parent body.
1470
+ child : Particle or RigidBody or Body
1471
+ The joint's child body.
1472
+ rotation_coordinate : dynamicsymbol
1473
+ Generalized coordinate corresponding to the rotation angle.
1474
+ planar_coordinates : Matrix
1475
+ Two generalized coordinates used for the planar translation.
1476
+ rotation_speed : dynamicsymbol
1477
+ Generalized speed corresponding to the angular velocity.
1478
+ planar_speeds : Matrix
1479
+ Two generalized speeds used for the planar translation velocity.
1480
+ coordinates : Matrix
1481
+ Matrix of the joint's generalized coordinates.
1482
+ speeds : Matrix
1483
+ Matrix of the joint's generalized speeds.
1484
+ parent_point : Point
1485
+ Attachment point where the joint is fixed to the parent body.
1486
+ child_point : Point
1487
+ Attachment point where the joint is fixed to the child body.
1488
+ parent_interframe : ReferenceFrame
1489
+ Intermediate frame of the parent body with respect to which the joint
1490
+ transformation is formulated.
1491
+ child_interframe : ReferenceFrame
1492
+ Intermediate frame of the child body with respect to which the joint
1493
+ transformation is formulated.
1494
+ kdes : Matrix
1495
+ Kinematical differential equations of the joint.
1496
+ rotation_axis : Vector
1497
+ The axis about which the rotation occurs.
1498
+ planar_vectors : list
1499
+ The vectors that describe the planar translation directions.
1500
+
1501
+ Examples
1502
+ =========
1503
+
1504
+ A single planar joint is created between two bodies and has the following
1505
+ basic attributes:
1506
+
1507
+ >>> from sympy.physics.mechanics import RigidBody, PlanarJoint
1508
+ >>> parent = RigidBody('P')
1509
+ >>> parent
1510
+ P
1511
+ >>> child = RigidBody('C')
1512
+ >>> child
1513
+ C
1514
+ >>> joint = PlanarJoint('PC', parent, child)
1515
+ >>> joint
1516
+ PlanarJoint: PC parent: P child: C
1517
+ >>> joint.name
1518
+ 'PC'
1519
+ >>> joint.parent
1520
+ P
1521
+ >>> joint.child
1522
+ C
1523
+ >>> joint.parent_point
1524
+ P_masscenter
1525
+ >>> joint.child_point
1526
+ C_masscenter
1527
+ >>> joint.rotation_axis
1528
+ P_frame.x
1529
+ >>> joint.planar_vectors
1530
+ [P_frame.y, P_frame.z]
1531
+ >>> joint.rotation_coordinate
1532
+ q0_PC(t)
1533
+ >>> joint.planar_coordinates
1534
+ Matrix([
1535
+ [q1_PC(t)],
1536
+ [q2_PC(t)]])
1537
+ >>> joint.coordinates
1538
+ Matrix([
1539
+ [q0_PC(t)],
1540
+ [q1_PC(t)],
1541
+ [q2_PC(t)]])
1542
+ >>> joint.rotation_speed
1543
+ u0_PC(t)
1544
+ >>> joint.planar_speeds
1545
+ Matrix([
1546
+ [u1_PC(t)],
1547
+ [u2_PC(t)]])
1548
+ >>> joint.speeds
1549
+ Matrix([
1550
+ [u0_PC(t)],
1551
+ [u1_PC(t)],
1552
+ [u2_PC(t)]])
1553
+ >>> child.frame.ang_vel_in(parent.frame)
1554
+ u0_PC(t)*P_frame.x
1555
+ >>> child.frame.dcm(parent.frame)
1556
+ Matrix([
1557
+ [1, 0, 0],
1558
+ [0, cos(q0_PC(t)), sin(q0_PC(t))],
1559
+ [0, -sin(q0_PC(t)), cos(q0_PC(t))]])
1560
+ >>> joint.child_point.pos_from(joint.parent_point)
1561
+ q1_PC(t)*P_frame.y + q2_PC(t)*P_frame.z
1562
+ >>> child.masscenter.vel(parent.frame)
1563
+ u1_PC(t)*P_frame.y + u2_PC(t)*P_frame.z
1564
+
1565
+ To further demonstrate the use of the planar joint, the kinematics of a
1566
+ block sliding on a slope, can be created as follows.
1567
+
1568
+ >>> from sympy import symbols
1569
+ >>> from sympy.physics.mechanics import PlanarJoint, RigidBody, ReferenceFrame
1570
+ >>> a, d, h = symbols('a d h')
1571
+
1572
+ First create bodies to represent the slope and the block.
1573
+
1574
+ >>> ground = RigidBody('G')
1575
+ >>> block = RigidBody('B')
1576
+
1577
+ To define the slope you can either define the plane by specifying the
1578
+ ``planar_vectors`` or/and the ``rotation_axis``. However it is advisable to
1579
+ create a rotated intermediate frame, so that the ``parent_vectors`` and
1580
+ ``rotation_axis`` will be the unit vectors of this intermediate frame.
1581
+
1582
+ >>> slope = ReferenceFrame('A')
1583
+ >>> slope.orient_axis(ground.frame, ground.y, a)
1584
+
1585
+ The planar joint can be created using these bodies and intermediate frame.
1586
+ We can specify the origin of the slope to be ``d`` above the slope's center
1587
+ of mass and the block's center of mass to be a distance ``h`` above the
1588
+ slope's surface. Note that we can specify the normal of the plane using the
1589
+ rotation axis argument.
1590
+
1591
+ >>> joint = PlanarJoint('PC', ground, block, parent_point=d * ground.x,
1592
+ ... child_point=-h * block.x, parent_interframe=slope)
1593
+
1594
+ Once the joint is established the kinematics of the bodies can be accessed.
1595
+ First the ``rotation_axis``, which is normal to the plane and the
1596
+ ``plane_vectors``, can be found.
1597
+
1598
+ >>> joint.rotation_axis
1599
+ A.x
1600
+ >>> joint.planar_vectors
1601
+ [A.y, A.z]
1602
+
1603
+ The direction cosine matrix of the block with respect to the ground can be
1604
+ found with:
1605
+
1606
+ >>> block.frame.dcm(ground.frame)
1607
+ Matrix([
1608
+ [ cos(a), 0, -sin(a)],
1609
+ [sin(a)*sin(q0_PC(t)), cos(q0_PC(t)), sin(q0_PC(t))*cos(a)],
1610
+ [sin(a)*cos(q0_PC(t)), -sin(q0_PC(t)), cos(a)*cos(q0_PC(t))]])
1611
+
1612
+ The angular velocity of the block can be computed with respect to the
1613
+ ground.
1614
+
1615
+ >>> block.frame.ang_vel_in(ground.frame)
1616
+ u0_PC(t)*A.x
1617
+
1618
+ The position of the block's center of mass can be found with:
1619
+
1620
+ >>> block.masscenter.pos_from(ground.masscenter)
1621
+ d*G_frame.x + h*B_frame.x + q1_PC(t)*A.y + q2_PC(t)*A.z
1622
+
1623
+ Finally, the linear velocity of the block's center of mass can be
1624
+ computed with respect to the ground.
1625
+
1626
+ >>> block.masscenter.vel(ground.frame)
1627
+ u1_PC(t)*A.y + u2_PC(t)*A.z
1628
+
1629
+ In some cases it could be your preference to only define the normals of the
1630
+ plane with respect to both bodies. This can most easily be done by supplying
1631
+ vectors to the ``interframe`` arguments. What will happen in this case is
1632
+ that an interframe will be created with its ``x`` axis aligned with the
1633
+ provided vector. For a further explanation of how this is done see the notes
1634
+ of the ``Joint`` class. In the code below, the above example (with the block
1635
+ on the slope) is recreated by supplying vectors to the interframe arguments.
1636
+ Note that the previously described option is however more computationally
1637
+ efficient, because the algorithm now has to compute the rotation angle
1638
+ between the provided vector and the 'x' axis.
1639
+
1640
+ >>> from sympy import symbols, cos, sin
1641
+ >>> from sympy.physics.mechanics import PlanarJoint, RigidBody
1642
+ >>> a, d, h = symbols('a d h')
1643
+ >>> ground = RigidBody('G')
1644
+ >>> block = RigidBody('B')
1645
+ >>> joint = PlanarJoint(
1646
+ ... 'PC', ground, block, parent_point=d * ground.x,
1647
+ ... child_point=-h * block.x, child_interframe=block.x,
1648
+ ... parent_interframe=cos(a) * ground.x + sin(a) * ground.z)
1649
+ >>> block.frame.dcm(ground.frame).simplify()
1650
+ Matrix([
1651
+ [ cos(a), 0, sin(a)],
1652
+ [-sin(a)*sin(q0_PC(t)), cos(q0_PC(t)), sin(q0_PC(t))*cos(a)],
1653
+ [-sin(a)*cos(q0_PC(t)), -sin(q0_PC(t)), cos(a)*cos(q0_PC(t))]])
1654
+
1655
+ """
1656
+
1657
+ def __init__(self, name, parent, child, rotation_coordinate=None,
1658
+ planar_coordinates=None, rotation_speed=None,
1659
+ planar_speeds=None, parent_point=None, child_point=None,
1660
+ parent_interframe=None, child_interframe=None):
1661
+ # A ready to merge implementation of setting the planar_vectors and
1662
+ # rotation_axis was added and removed in PR #24046
1663
+ coordinates = (rotation_coordinate, planar_coordinates)
1664
+ speeds = (rotation_speed, planar_speeds)
1665
+ super().__init__(name, parent, child, coordinates, speeds,
1666
+ parent_point, child_point,
1667
+ parent_interframe=parent_interframe,
1668
+ child_interframe=child_interframe)
1669
+
1670
+ def __str__(self):
1671
+ return (f'PlanarJoint: {self.name} parent: {self.parent} '
1672
+ f'child: {self.child}')
1673
+
1674
+ @property
1675
+ def rotation_coordinate(self):
1676
+ """Generalized coordinate corresponding to the rotation angle."""
1677
+ return self.coordinates[0]
1678
+
1679
+ @property
1680
+ def planar_coordinates(self):
1681
+ """Two generalized coordinates used for the planar translation."""
1682
+ return self.coordinates[1:, 0]
1683
+
1684
+ @property
1685
+ def rotation_speed(self):
1686
+ """Generalized speed corresponding to the angular velocity."""
1687
+ return self.speeds[0]
1688
+
1689
+ @property
1690
+ def planar_speeds(self):
1691
+ """Two generalized speeds used for the planar translation velocity."""
1692
+ return self.speeds[1:, 0]
1693
+
1694
+ @property
1695
+ def rotation_axis(self):
1696
+ """The axis about which the rotation occurs."""
1697
+ return self.parent_interframe.x
1698
+
1699
+ @property
1700
+ def planar_vectors(self):
1701
+ """The vectors that describe the planar translation directions."""
1702
+ return [self.parent_interframe.y, self.parent_interframe.z]
1703
+
1704
+ def _generate_coordinates(self, coordinates):
1705
+ rotation_speed = self._fill_coordinate_list(coordinates[0], 1, 'q',
1706
+ number_single=True)
1707
+ planar_speeds = self._fill_coordinate_list(coordinates[1], 2, 'q', 1)
1708
+ return rotation_speed.col_join(planar_speeds)
1709
+
1710
+ def _generate_speeds(self, speeds):
1711
+ rotation_speed = self._fill_coordinate_list(speeds[0], 1, 'u',
1712
+ number_single=True)
1713
+ planar_speeds = self._fill_coordinate_list(speeds[1], 2, 'u', 1)
1714
+ return rotation_speed.col_join(planar_speeds)
1715
+
1716
+ def _orient_frames(self):
1717
+ self.child_interframe.orient_axis(
1718
+ self.parent_interframe, self.rotation_axis,
1719
+ self.rotation_coordinate)
1720
+
1721
+ def _set_angular_velocity(self):
1722
+ self.child_interframe.set_ang_vel(
1723
+ self.parent_interframe,
1724
+ self.rotation_speed * self.rotation_axis)
1725
+
1726
+ def _set_linear_velocity(self):
1727
+ self.child_point.set_pos(
1728
+ self.parent_point,
1729
+ self.planar_coordinates[0] * self.planar_vectors[0] +
1730
+ self.planar_coordinates[1] * self.planar_vectors[1])
1731
+ self.parent_point.set_vel(self.parent_interframe, 0)
1732
+ self.child_point.set_vel(self.child_interframe, 0)
1733
+ self.child_point.set_vel(
1734
+ self._parent_frame, self.planar_speeds[0] * self.planar_vectors[0] +
1735
+ self.planar_speeds[1] * self.planar_vectors[1])
1736
+ self.child.masscenter.v2pt_theory(self.child_point, self._parent_frame,
1737
+ self._child_frame)
1738
+
1739
+
1740
+ class SphericalJoint(Joint):
1741
+ """Spherical (Ball-and-Socket) Joint.
1742
+
1743
+ .. image:: SphericalJoint.svg
1744
+ :align: center
1745
+ :width: 600
1746
+
1747
+ Explanation
1748
+ ===========
1749
+
1750
+ A spherical joint is defined such that the child body is free to rotate in
1751
+ any direction, without allowing a translation of the ``child_point``. As can
1752
+ also be seen in the image, the ``parent_point`` and ``child_point`` are
1753
+ fixed on top of each other, i.e. the ``joint_point``. This rotation is
1754
+ defined using the :func:`parent_interframe.orient(child_interframe,
1755
+ rot_type, amounts, rot_order)
1756
+ <sympy.physics.vector.frame.ReferenceFrame.orient>` method. The default
1757
+ rotation consists of three relative rotations, i.e. body-fixed rotations.
1758
+ Based on the direction cosine matrix following from these rotations, the
1759
+ angular velocity is computed based on the generalized coordinates and
1760
+ generalized speeds.
1761
+
1762
+ Parameters
1763
+ ==========
1764
+
1765
+ name : string
1766
+ A unique name for the joint.
1767
+ parent : Particle or RigidBody or Body
1768
+ The parent body of joint.
1769
+ child : Particle or RigidBody or Body
1770
+ The child body of joint.
1771
+ coordinates: iterable of dynamicsymbols, optional
1772
+ Generalized coordinates of the joint.
1773
+ speeds : iterable of dynamicsymbols, optional
1774
+ Generalized speeds of joint.
1775
+ parent_point : Point or Vector, optional
1776
+ Attachment point where the joint is fixed to the parent body. If a
1777
+ vector is provided, then the attachment point is computed by adding the
1778
+ vector to the body's mass center. The default value is the parent's mass
1779
+ center.
1780
+ child_point : Point or Vector, optional
1781
+ Attachment point where the joint is fixed to the child body. If a
1782
+ vector is provided, then the attachment point is computed by adding the
1783
+ vector to the body's mass center. The default value is the child's mass
1784
+ center.
1785
+ parent_interframe : ReferenceFrame, optional
1786
+ Intermediate frame of the parent body with respect to which the joint
1787
+ transformation is formulated. If a Vector is provided then an interframe
1788
+ is created which aligns its X axis with the given vector. The default
1789
+ value is the parent's own frame.
1790
+ child_interframe : ReferenceFrame, optional
1791
+ Intermediate frame of the child body with respect to which the joint
1792
+ transformation is formulated. If a Vector is provided then an interframe
1793
+ is created which aligns its X axis with the given vector. The default
1794
+ value is the child's own frame.
1795
+ rot_type : str, optional
1796
+ The method used to generate the direction cosine matrix. Supported
1797
+ methods are:
1798
+
1799
+ - ``'Body'``: three successive rotations about new intermediate axes,
1800
+ also called "Euler and Tait-Bryan angles"
1801
+ - ``'Space'``: three successive rotations about the parent frames' unit
1802
+ vectors
1803
+
1804
+ The default method is ``'Body'``.
1805
+ amounts :
1806
+ Expressions defining the rotation angles or direction cosine matrix.
1807
+ These must match the ``rot_type``. See examples below for details. The
1808
+ input types are:
1809
+
1810
+ - ``'Body'``: 3-tuple of expressions, symbols, or functions
1811
+ - ``'Space'``: 3-tuple of expressions, symbols, or functions
1812
+
1813
+ The default amounts are the given ``coordinates``.
1814
+ rot_order : str or int, optional
1815
+ If applicable, the order of the successive of rotations. The string
1816
+ ``'123'`` and integer ``123`` are equivalent, for example. Required for
1817
+ ``'Body'`` and ``'Space'``. The default value is ``123``.
1818
+
1819
+ Attributes
1820
+ ==========
1821
+
1822
+ name : string
1823
+ The joint's name.
1824
+ parent : Particle or RigidBody or Body
1825
+ The joint's parent body.
1826
+ child : Particle or RigidBody or Body
1827
+ The joint's child body.
1828
+ coordinates : Matrix
1829
+ Matrix of the joint's generalized coordinates.
1830
+ speeds : Matrix
1831
+ Matrix of the joint's generalized speeds.
1832
+ parent_point : Point
1833
+ Attachment point where the joint is fixed to the parent body.
1834
+ child_point : Point
1835
+ Attachment point where the joint is fixed to the child body.
1836
+ parent_interframe : ReferenceFrame
1837
+ Intermediate frame of the parent body with respect to which the joint
1838
+ transformation is formulated.
1839
+ child_interframe : ReferenceFrame
1840
+ Intermediate frame of the child body with respect to which the joint
1841
+ transformation is formulated.
1842
+ kdes : Matrix
1843
+ Kinematical differential equations of the joint.
1844
+
1845
+ Examples
1846
+ =========
1847
+
1848
+ A single spherical joint is created from two bodies and has the following
1849
+ basic attributes:
1850
+
1851
+ >>> from sympy.physics.mechanics import RigidBody, SphericalJoint
1852
+ >>> parent = RigidBody('P')
1853
+ >>> parent
1854
+ P
1855
+ >>> child = RigidBody('C')
1856
+ >>> child
1857
+ C
1858
+ >>> joint = SphericalJoint('PC', parent, child)
1859
+ >>> joint
1860
+ SphericalJoint: PC parent: P child: C
1861
+ >>> joint.name
1862
+ 'PC'
1863
+ >>> joint.parent
1864
+ P
1865
+ >>> joint.child
1866
+ C
1867
+ >>> joint.parent_point
1868
+ P_masscenter
1869
+ >>> joint.child_point
1870
+ C_masscenter
1871
+ >>> joint.parent_interframe
1872
+ P_frame
1873
+ >>> joint.child_interframe
1874
+ C_frame
1875
+ >>> joint.coordinates
1876
+ Matrix([
1877
+ [q0_PC(t)],
1878
+ [q1_PC(t)],
1879
+ [q2_PC(t)]])
1880
+ >>> joint.speeds
1881
+ Matrix([
1882
+ [u0_PC(t)],
1883
+ [u1_PC(t)],
1884
+ [u2_PC(t)]])
1885
+ >>> child.frame.ang_vel_in(parent.frame).to_matrix(child.frame)
1886
+ Matrix([
1887
+ [ u0_PC(t)*cos(q1_PC(t))*cos(q2_PC(t)) + u1_PC(t)*sin(q2_PC(t))],
1888
+ [-u0_PC(t)*sin(q2_PC(t))*cos(q1_PC(t)) + u1_PC(t)*cos(q2_PC(t))],
1889
+ [ u0_PC(t)*sin(q1_PC(t)) + u2_PC(t)]])
1890
+ >>> child.frame.x.to_matrix(parent.frame)
1891
+ Matrix([
1892
+ [ cos(q1_PC(t))*cos(q2_PC(t))],
1893
+ [sin(q0_PC(t))*sin(q1_PC(t))*cos(q2_PC(t)) + sin(q2_PC(t))*cos(q0_PC(t))],
1894
+ [sin(q0_PC(t))*sin(q2_PC(t)) - sin(q1_PC(t))*cos(q0_PC(t))*cos(q2_PC(t))]])
1895
+ >>> joint.child_point.pos_from(joint.parent_point)
1896
+ 0
1897
+
1898
+ To further demonstrate the use of the spherical joint, the kinematics of a
1899
+ spherical joint with a ZXZ rotation can be created as follows.
1900
+
1901
+ >>> from sympy import symbols
1902
+ >>> from sympy.physics.mechanics import RigidBody, SphericalJoint
1903
+ >>> l1 = symbols('l1')
1904
+
1905
+ First create bodies to represent the fixed floor and a pendulum bob.
1906
+
1907
+ >>> floor = RigidBody('F')
1908
+ >>> bob = RigidBody('B')
1909
+
1910
+ The joint will connect the bob to the floor, with the joint located at a
1911
+ distance of ``l1`` from the child's center of mass and the rotation set to a
1912
+ body-fixed ZXZ rotation.
1913
+
1914
+ >>> joint = SphericalJoint('S', floor, bob, child_point=l1 * bob.y,
1915
+ ... rot_type='body', rot_order='ZXZ')
1916
+
1917
+ Now that the joint is established, the kinematics of the connected body can
1918
+ be accessed.
1919
+
1920
+ The position of the bob's masscenter is found with:
1921
+
1922
+ >>> bob.masscenter.pos_from(floor.masscenter)
1923
+ - l1*B_frame.y
1924
+
1925
+ The angular velocities of the pendulum link can be computed with respect to
1926
+ the floor.
1927
+
1928
+ >>> bob.frame.ang_vel_in(floor.frame).to_matrix(
1929
+ ... floor.frame).simplify()
1930
+ Matrix([
1931
+ [u1_S(t)*cos(q0_S(t)) + u2_S(t)*sin(q0_S(t))*sin(q1_S(t))],
1932
+ [u1_S(t)*sin(q0_S(t)) - u2_S(t)*sin(q1_S(t))*cos(q0_S(t))],
1933
+ [ u0_S(t) + u2_S(t)*cos(q1_S(t))]])
1934
+
1935
+ Finally, the linear velocity of the bob's center of mass can be computed.
1936
+
1937
+ >>> bob.masscenter.vel(floor.frame).to_matrix(bob.frame)
1938
+ Matrix([
1939
+ [ l1*(u0_S(t)*cos(q1_S(t)) + u2_S(t))],
1940
+ [ 0],
1941
+ [-l1*(u0_S(t)*sin(q1_S(t))*sin(q2_S(t)) + u1_S(t)*cos(q2_S(t)))]])
1942
+
1943
+ """
1944
+ def __init__(self, name, parent, child, coordinates=None, speeds=None,
1945
+ parent_point=None, child_point=None, parent_interframe=None,
1946
+ child_interframe=None, rot_type='BODY', amounts=None,
1947
+ rot_order=123):
1948
+ self._rot_type = rot_type
1949
+ self._amounts = amounts
1950
+ self._rot_order = rot_order
1951
+ super().__init__(name, parent, child, coordinates, speeds,
1952
+ parent_point, child_point,
1953
+ parent_interframe=parent_interframe,
1954
+ child_interframe=child_interframe)
1955
+
1956
+ def __str__(self):
1957
+ return (f'SphericalJoint: {self.name} parent: {self.parent} '
1958
+ f'child: {self.child}')
1959
+
1960
+ def _generate_coordinates(self, coordinates):
1961
+ return self._fill_coordinate_list(coordinates, 3, 'q')
1962
+
1963
+ def _generate_speeds(self, speeds):
1964
+ return self._fill_coordinate_list(speeds, len(self.coordinates), 'u')
1965
+
1966
+ def _orient_frames(self):
1967
+ supported_rot_types = ('BODY', 'SPACE')
1968
+ if self._rot_type.upper() not in supported_rot_types:
1969
+ raise NotImplementedError(
1970
+ f'Rotation type "{self._rot_type}" is not implemented. '
1971
+ f'Implemented rotation types are: {supported_rot_types}')
1972
+ amounts = self.coordinates if self._amounts is None else self._amounts
1973
+ self.child_interframe.orient(self.parent_interframe, self._rot_type,
1974
+ amounts, self._rot_order)
1975
+
1976
+ def _set_angular_velocity(self):
1977
+ t = dynamicsymbols._t
1978
+ vel = self.child_interframe.ang_vel_in(self.parent_interframe).xreplace(
1979
+ {q.diff(t): u for q, u in zip(self.coordinates, self.speeds)}
1980
+ )
1981
+ self.child_interframe.set_ang_vel(self.parent_interframe, vel)
1982
+
1983
+ def _set_linear_velocity(self):
1984
+ self.child_point.set_pos(self.parent_point, 0)
1985
+ self.parent_point.set_vel(self._parent_frame, 0)
1986
+ self.child_point.set_vel(self._child_frame, 0)
1987
+ self.child.masscenter.v2pt_theory(self.parent_point, self._parent_frame,
1988
+ self._child_frame)
1989
+
1990
+
1991
+ class WeldJoint(Joint):
1992
+ """Weld Joint.
1993
+
1994
+ .. raw:: html
1995
+ :file: ../../../doc/src/modules/physics/mechanics/api/WeldJoint.svg
1996
+
1997
+ Explanation
1998
+ ===========
1999
+
2000
+ A weld joint is defined such that there is no relative motion between the
2001
+ child and parent bodies. The direction cosine matrix between the attachment
2002
+ frame (``parent_interframe`` and ``child_interframe``) is the identity
2003
+ matrix and the attachment points (``parent_point`` and ``child_point``) are
2004
+ coincident. The page on the joints framework gives a more detailed
2005
+ explanation of the intermediate frames.
2006
+
2007
+ Parameters
2008
+ ==========
2009
+
2010
+ name : string
2011
+ A unique name for the joint.
2012
+ parent : Particle or RigidBody or Body
2013
+ The parent body of joint.
2014
+ child : Particle or RigidBody or Body
2015
+ The child body of joint.
2016
+ parent_point : Point or Vector, optional
2017
+ Attachment point where the joint is fixed to the parent body. If a
2018
+ vector is provided, then the attachment point is computed by adding the
2019
+ vector to the body's mass center. The default value is the parent's mass
2020
+ center.
2021
+ child_point : Point or Vector, optional
2022
+ Attachment point where the joint is fixed to the child body. If a
2023
+ vector is provided, then the attachment point is computed by adding the
2024
+ vector to the body's mass center. The default value is the child's mass
2025
+ center.
2026
+ parent_interframe : ReferenceFrame, optional
2027
+ Intermediate frame of the parent body with respect to which the joint
2028
+ transformation is formulated. If a Vector is provided then an interframe
2029
+ is created which aligns its X axis with the given vector. The default
2030
+ value is the parent's own frame.
2031
+ child_interframe : ReferenceFrame, optional
2032
+ Intermediate frame of the child body with respect to which the joint
2033
+ transformation is formulated. If a Vector is provided then an interframe
2034
+ is created which aligns its X axis with the given vector. The default
2035
+ value is the child's own frame.
2036
+
2037
+ Attributes
2038
+ ==========
2039
+
2040
+ name : string
2041
+ The joint's name.
2042
+ parent : Particle or RigidBody or Body
2043
+ The joint's parent body.
2044
+ child : Particle or RigidBody or Body
2045
+ The joint's child body.
2046
+ coordinates : Matrix
2047
+ Matrix of the joint's generalized coordinates. The default value is
2048
+ ``dynamicsymbols(f'q_{joint.name}')``.
2049
+ speeds : Matrix
2050
+ Matrix of the joint's generalized speeds. The default value is
2051
+ ``dynamicsymbols(f'u_{joint.name}')``.
2052
+ parent_point : Point
2053
+ Attachment point where the joint is fixed to the parent body.
2054
+ child_point : Point
2055
+ Attachment point where the joint is fixed to the child body.
2056
+ parent_interframe : ReferenceFrame
2057
+ Intermediate frame of the parent body with respect to which the joint
2058
+ transformation is formulated.
2059
+ child_interframe : ReferenceFrame
2060
+ Intermediate frame of the child body with respect to which the joint
2061
+ transformation is formulated.
2062
+ kdes : Matrix
2063
+ Kinematical differential equations of the joint.
2064
+
2065
+ Examples
2066
+ =========
2067
+
2068
+ A single weld joint is created from two bodies and has the following basic
2069
+ attributes:
2070
+
2071
+ >>> from sympy.physics.mechanics import RigidBody, WeldJoint
2072
+ >>> parent = RigidBody('P')
2073
+ >>> parent
2074
+ P
2075
+ >>> child = RigidBody('C')
2076
+ >>> child
2077
+ C
2078
+ >>> joint = WeldJoint('PC', parent, child)
2079
+ >>> joint
2080
+ WeldJoint: PC parent: P child: C
2081
+ >>> joint.name
2082
+ 'PC'
2083
+ >>> joint.parent
2084
+ P
2085
+ >>> joint.child
2086
+ C
2087
+ >>> joint.parent_point
2088
+ P_masscenter
2089
+ >>> joint.child_point
2090
+ C_masscenter
2091
+ >>> joint.coordinates
2092
+ Matrix(0, 0, [])
2093
+ >>> joint.speeds
2094
+ Matrix(0, 0, [])
2095
+ >>> child.frame.ang_vel_in(parent.frame)
2096
+ 0
2097
+ >>> child.frame.dcm(parent.frame)
2098
+ Matrix([
2099
+ [1, 0, 0],
2100
+ [0, 1, 0],
2101
+ [0, 0, 1]])
2102
+ >>> joint.child_point.pos_from(joint.parent_point)
2103
+ 0
2104
+
2105
+ To further demonstrate the use of the weld joint, two relatively-fixed
2106
+ bodies rotated by a quarter turn about the Y axis can be created as follows:
2107
+
2108
+ >>> from sympy import symbols, pi
2109
+ >>> from sympy.physics.mechanics import ReferenceFrame, RigidBody, WeldJoint
2110
+ >>> l1, l2 = symbols('l1 l2')
2111
+
2112
+ First create the bodies to represent the parent and rotated child body.
2113
+
2114
+ >>> parent = RigidBody('P')
2115
+ >>> child = RigidBody('C')
2116
+
2117
+ Next the intermediate frame specifying the fixed rotation with respect to
2118
+ the parent can be created.
2119
+
2120
+ >>> rotated_frame = ReferenceFrame('Pr')
2121
+ >>> rotated_frame.orient_axis(parent.frame, parent.y, pi / 2)
2122
+
2123
+ The weld between the parent body and child body is located at a distance
2124
+ ``l1`` from the parent's center of mass in the X direction and ``l2`` from
2125
+ the child's center of mass in the child's negative X direction.
2126
+
2127
+ >>> weld = WeldJoint('weld', parent, child, parent_point=l1 * parent.x,
2128
+ ... child_point=-l2 * child.x,
2129
+ ... parent_interframe=rotated_frame)
2130
+
2131
+ Now that the joint has been established, the kinematics of the bodies can be
2132
+ accessed. The direction cosine matrix of the child body with respect to the
2133
+ parent can be found:
2134
+
2135
+ >>> child.frame.dcm(parent.frame)
2136
+ Matrix([
2137
+ [0, 0, -1],
2138
+ [0, 1, 0],
2139
+ [1, 0, 0]])
2140
+
2141
+ As can also been seen from the direction cosine matrix, the parent X axis is
2142
+ aligned with the child's Z axis:
2143
+ >>> parent.x == child.z
2144
+ True
2145
+
2146
+ The position of the child's center of mass with respect to the parent's
2147
+ center of mass can be found with:
2148
+
2149
+ >>> child.masscenter.pos_from(parent.masscenter)
2150
+ l1*P_frame.x + l2*C_frame.x
2151
+
2152
+ The angular velocity of the child with respect to the parent is 0 as one
2153
+ would expect.
2154
+
2155
+ >>> child.frame.ang_vel_in(parent.frame)
2156
+ 0
2157
+
2158
+ """
2159
+
2160
+ def __init__(self, name, parent, child, parent_point=None, child_point=None,
2161
+ parent_interframe=None, child_interframe=None):
2162
+ super().__init__(name, parent, child, [], [], parent_point,
2163
+ child_point, parent_interframe=parent_interframe,
2164
+ child_interframe=child_interframe)
2165
+ self._kdes = Matrix(1, 0, []).T # Removes stackability problems #10770
2166
+
2167
+ def __str__(self):
2168
+ return (f'WeldJoint: {self.name} parent: {self.parent} '
2169
+ f'child: {self.child}')
2170
+
2171
+ def _generate_coordinates(self, coordinate):
2172
+ return Matrix()
2173
+
2174
+ def _generate_speeds(self, speed):
2175
+ return Matrix()
2176
+
2177
+ def _orient_frames(self):
2178
+ self.child_interframe.orient_axis(self.parent_interframe,
2179
+ self.parent_interframe.x, 0)
2180
+
2181
+ def _set_angular_velocity(self):
2182
+ self.child_interframe.set_ang_vel(self.parent_interframe, 0)
2183
+
2184
+ def _set_linear_velocity(self):
2185
+ self.child_point.set_pos(self.parent_point, 0)
2186
+ self.parent_point.set_vel(self._parent_frame, 0)
2187
+ self.child_point.set_vel(self._child_frame, 0)
2188
+ self.child.masscenter.set_vel(self._parent_frame, 0)
mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/jointsmethod.py ADDED
@@ -0,0 +1,318 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from sympy.physics.mechanics import (Body, Lagrangian, KanesMethod, LagrangesMethod,
2
+ RigidBody, Particle)
3
+ from sympy.physics.mechanics.body_base import BodyBase
4
+ from sympy.physics.mechanics.method import _Methods
5
+ from sympy import Matrix
6
+ from sympy.utilities.exceptions import sympy_deprecation_warning
7
+
8
+ __all__ = ['JointsMethod']
9
+
10
+
11
+ class JointsMethod(_Methods):
12
+ """Method for formulating the equations of motion using a set of interconnected bodies with joints.
13
+
14
+ .. deprecated:: 1.13
15
+ The JointsMethod class is deprecated. Its functionality has been
16
+ replaced by the new :class:`~.System` class.
17
+
18
+ Parameters
19
+ ==========
20
+
21
+ newtonion : Body or ReferenceFrame
22
+ The newtonion(inertial) frame.
23
+ *joints : Joint
24
+ The joints in the system
25
+
26
+ Attributes
27
+ ==========
28
+
29
+ q, u : iterable
30
+ Iterable of the generalized coordinates and speeds
31
+ bodies : iterable
32
+ Iterable of Body objects in the system.
33
+ loads : iterable
34
+ Iterable of (Point, vector) or (ReferenceFrame, vector) tuples
35
+ describing the forces on the system.
36
+ mass_matrix : Matrix, shape(n, n)
37
+ The system's mass matrix
38
+ forcing : Matrix, shape(n, 1)
39
+ The system's forcing vector
40
+ mass_matrix_full : Matrix, shape(2*n, 2*n)
41
+ The "mass matrix" for the u's and q's
42
+ forcing_full : Matrix, shape(2*n, 1)
43
+ The "forcing vector" for the u's and q's
44
+ method : KanesMethod or Lagrange's method
45
+ Method's object.
46
+ kdes : iterable
47
+ Iterable of kde in they system.
48
+
49
+ Examples
50
+ ========
51
+
52
+ As Body and JointsMethod have been deprecated, the following examples are
53
+ for illustrative purposes only. The functionality of Body is fully captured
54
+ by :class:`~.RigidBody` and :class:`~.Particle` and the functionality of
55
+ JointsMethod is fully captured by :class:`~.System`. To ignore the
56
+ deprecation warning we can use the ignore_warnings context manager.
57
+
58
+ >>> from sympy.utilities.exceptions import ignore_warnings
59
+
60
+ This is a simple example for a one degree of freedom translational
61
+ spring-mass-damper.
62
+
63
+ >>> from sympy import symbols
64
+ >>> from sympy.physics.mechanics import Body, JointsMethod, PrismaticJoint
65
+ >>> from sympy.physics.vector import dynamicsymbols
66
+ >>> c, k = symbols('c k')
67
+ >>> x, v = dynamicsymbols('x v')
68
+ >>> with ignore_warnings(DeprecationWarning):
69
+ ... wall = Body('W')
70
+ ... body = Body('B')
71
+ >>> J = PrismaticJoint('J', wall, body, coordinates=x, speeds=v)
72
+ >>> wall.apply_force(c*v*wall.x, reaction_body=body)
73
+ >>> wall.apply_force(k*x*wall.x, reaction_body=body)
74
+ >>> with ignore_warnings(DeprecationWarning):
75
+ ... method = JointsMethod(wall, J)
76
+ >>> method.form_eoms()
77
+ Matrix([[-B_mass*Derivative(v(t), t) - c*v(t) - k*x(t)]])
78
+ >>> M = method.mass_matrix_full
79
+ >>> F = method.forcing_full
80
+ >>> rhs = M.LUsolve(F)
81
+ >>> rhs
82
+ Matrix([
83
+ [ v(t)],
84
+ [(-c*v(t) - k*x(t))/B_mass]])
85
+
86
+ Notes
87
+ =====
88
+
89
+ ``JointsMethod`` currently only works with systems that do not have any
90
+ configuration or motion constraints.
91
+
92
+ """
93
+
94
+ def __init__(self, newtonion, *joints):
95
+ sympy_deprecation_warning(
96
+ """
97
+ The JointsMethod class is deprecated.
98
+ Its functionality has been replaced by the new System class.
99
+ """,
100
+ deprecated_since_version="1.13",
101
+ active_deprecations_target="deprecated-mechanics-jointsmethod"
102
+ )
103
+ if isinstance(newtonion, BodyBase):
104
+ self.frame = newtonion.frame
105
+ else:
106
+ self.frame = newtonion
107
+
108
+ self._joints = joints
109
+ self._bodies = self._generate_bodylist()
110
+ self._loads = self._generate_loadlist()
111
+ self._q = self._generate_q()
112
+ self._u = self._generate_u()
113
+ self._kdes = self._generate_kdes()
114
+
115
+ self._method = None
116
+
117
+ @property
118
+ def bodies(self):
119
+ """List of bodies in they system."""
120
+ return self._bodies
121
+
122
+ @property
123
+ def loads(self):
124
+ """List of loads on the system."""
125
+ return self._loads
126
+
127
+ @property
128
+ def q(self):
129
+ """List of the generalized coordinates."""
130
+ return self._q
131
+
132
+ @property
133
+ def u(self):
134
+ """List of the generalized speeds."""
135
+ return self._u
136
+
137
+ @property
138
+ def kdes(self):
139
+ """List of the generalized coordinates."""
140
+ return self._kdes
141
+
142
+ @property
143
+ def forcing_full(self):
144
+ """The "forcing vector" for the u's and q's."""
145
+ return self.method.forcing_full
146
+
147
+ @property
148
+ def mass_matrix_full(self):
149
+ """The "mass matrix" for the u's and q's."""
150
+ return self.method.mass_matrix_full
151
+
152
+ @property
153
+ def mass_matrix(self):
154
+ """The system's mass matrix."""
155
+ return self.method.mass_matrix
156
+
157
+ @property
158
+ def forcing(self):
159
+ """The system's forcing vector."""
160
+ return self.method.forcing
161
+
162
+ @property
163
+ def method(self):
164
+ """Object of method used to form equations of systems."""
165
+ return self._method
166
+
167
+ def _generate_bodylist(self):
168
+ bodies = []
169
+ for joint in self._joints:
170
+ if joint.child not in bodies:
171
+ bodies.append(joint.child)
172
+ if joint.parent not in bodies:
173
+ bodies.append(joint.parent)
174
+ return bodies
175
+
176
+ def _generate_loadlist(self):
177
+ load_list = []
178
+ for body in self.bodies:
179
+ if isinstance(body, Body):
180
+ load_list.extend(body.loads)
181
+ return load_list
182
+
183
+ def _generate_q(self):
184
+ q_ind = []
185
+ for joint in self._joints:
186
+ for coordinate in joint.coordinates:
187
+ if coordinate in q_ind:
188
+ raise ValueError('Coordinates of joints should be unique.')
189
+ q_ind.append(coordinate)
190
+ return Matrix(q_ind)
191
+
192
+ def _generate_u(self):
193
+ u_ind = []
194
+ for joint in self._joints:
195
+ for speed in joint.speeds:
196
+ if speed in u_ind:
197
+ raise ValueError('Speeds of joints should be unique.')
198
+ u_ind.append(speed)
199
+ return Matrix(u_ind)
200
+
201
+ def _generate_kdes(self):
202
+ kd_ind = Matrix(1, 0, []).T
203
+ for joint in self._joints:
204
+ kd_ind = kd_ind.col_join(joint.kdes)
205
+ return kd_ind
206
+
207
+ def _convert_bodies(self):
208
+ # Convert `Body` to `Particle` and `RigidBody`
209
+ bodylist = []
210
+ for body in self.bodies:
211
+ if not isinstance(body, Body):
212
+ bodylist.append(body)
213
+ continue
214
+ if body.is_rigidbody:
215
+ rb = RigidBody(body.name, body.masscenter, body.frame, body.mass,
216
+ (body.central_inertia, body.masscenter))
217
+ rb.potential_energy = body.potential_energy
218
+ bodylist.append(rb)
219
+ else:
220
+ part = Particle(body.name, body.masscenter, body.mass)
221
+ part.potential_energy = body.potential_energy
222
+ bodylist.append(part)
223
+ return bodylist
224
+
225
+ def form_eoms(self, method=KanesMethod):
226
+ """Method to form system's equation of motions.
227
+
228
+ Parameters
229
+ ==========
230
+
231
+ method : Class
232
+ Class name of method.
233
+
234
+ Returns
235
+ ========
236
+
237
+ Matrix
238
+ Vector of equations of motions.
239
+
240
+ Examples
241
+ ========
242
+
243
+ As Body and JointsMethod have been deprecated, the following examples
244
+ are for illustrative purposes only. The functionality of Body is fully
245
+ captured by :class:`~.RigidBody` and :class:`~.Particle` and the
246
+ functionality of JointsMethod is fully captured by :class:`~.System`. To
247
+ ignore the deprecation warning we can use the ignore_warnings context
248
+ manager.
249
+
250
+ >>> from sympy.utilities.exceptions import ignore_warnings
251
+
252
+ This is a simple example for a one degree of freedom translational
253
+ spring-mass-damper.
254
+
255
+ >>> from sympy import S, symbols
256
+ >>> from sympy.physics.mechanics import LagrangesMethod, dynamicsymbols, Body
257
+ >>> from sympy.physics.mechanics import PrismaticJoint, JointsMethod
258
+ >>> q = dynamicsymbols('q')
259
+ >>> qd = dynamicsymbols('q', 1)
260
+ >>> m, k, b = symbols('m k b')
261
+ >>> with ignore_warnings(DeprecationWarning):
262
+ ... wall = Body('W')
263
+ ... part = Body('P', mass=m)
264
+ >>> part.potential_energy = k * q**2 / S(2)
265
+ >>> J = PrismaticJoint('J', wall, part, coordinates=q, speeds=qd)
266
+ >>> wall.apply_force(b * qd * wall.x, reaction_body=part)
267
+ >>> with ignore_warnings(DeprecationWarning):
268
+ ... method = JointsMethod(wall, J)
269
+ >>> method.form_eoms(LagrangesMethod)
270
+ Matrix([[b*Derivative(q(t), t) + k*q(t) + m*Derivative(q(t), (t, 2))]])
271
+
272
+ We can also solve for the states using the 'rhs' method.
273
+
274
+ >>> method.rhs()
275
+ Matrix([
276
+ [ Derivative(q(t), t)],
277
+ [(-b*Derivative(q(t), t) - k*q(t))/m]])
278
+
279
+ """
280
+
281
+ bodylist = self._convert_bodies()
282
+ if issubclass(method, LagrangesMethod): #LagrangesMethod or similar
283
+ L = Lagrangian(self.frame, *bodylist)
284
+ self._method = method(L, self.q, self.loads, bodylist, self.frame)
285
+ else: #KanesMethod or similar
286
+ self._method = method(self.frame, q_ind=self.q, u_ind=self.u, kd_eqs=self.kdes,
287
+ forcelist=self.loads, bodies=bodylist)
288
+ soln = self.method._form_eoms()
289
+ return soln
290
+
291
+ def rhs(self, inv_method=None):
292
+ """Returns equations that can be solved numerically.
293
+
294
+ Parameters
295
+ ==========
296
+
297
+ inv_method : str
298
+ The specific sympy inverse matrix calculation method to use. For a
299
+ list of valid methods, see
300
+ :meth:`~sympy.matrices.matrixbase.MatrixBase.inv`
301
+
302
+ Returns
303
+ ========
304
+
305
+ Matrix
306
+ Numerically solvable equations.
307
+
308
+ See Also
309
+ ========
310
+
311
+ sympy.physics.mechanics.kane.KanesMethod.rhs:
312
+ KanesMethod's rhs function.
313
+ sympy.physics.mechanics.lagrange.LagrangesMethod.rhs:
314
+ LagrangesMethod's rhs function.
315
+
316
+ """
317
+
318
+ return self.method.rhs(inv_method=inv_method)
mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/lagrange.py ADDED
@@ -0,0 +1,512 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from sympy import diff, zeros, Matrix, eye, sympify
2
+ from sympy.core.sorting import default_sort_key
3
+ from sympy.physics.vector import dynamicsymbols, ReferenceFrame
4
+ from sympy.physics.mechanics.method import _Methods
5
+ from sympy.physics.mechanics.functions import (
6
+ find_dynamicsymbols, msubs, _f_list_parser, _validate_coordinates)
7
+ from sympy.physics.mechanics.linearize import Linearizer
8
+ from sympy.utilities.iterables import iterable
9
+
10
+ __all__ = ['LagrangesMethod']
11
+
12
+
13
+ class LagrangesMethod(_Methods):
14
+ """Lagrange's method object.
15
+
16
+ Explanation
17
+ ===========
18
+
19
+ This object generates the equations of motion in a two step procedure. The
20
+ first step involves the initialization of LagrangesMethod by supplying the
21
+ Lagrangian and the generalized coordinates, at the bare minimum. If there
22
+ are any constraint equations, they can be supplied as keyword arguments.
23
+ The Lagrange multipliers are automatically generated and are equal in
24
+ number to the constraint equations. Similarly any non-conservative forces
25
+ can be supplied in an iterable (as described below and also shown in the
26
+ example) along with a ReferenceFrame. This is also discussed further in the
27
+ __init__ method.
28
+
29
+ Attributes
30
+ ==========
31
+
32
+ q, u : Matrix
33
+ Matrices of the generalized coordinates and speeds
34
+ loads : iterable
35
+ Iterable of (Point, vector) or (ReferenceFrame, vector) tuples
36
+ describing the forces on the system.
37
+ bodies : iterable
38
+ Iterable containing the rigid bodies and particles of the system.
39
+ mass_matrix : Matrix
40
+ The system's mass matrix
41
+ forcing : Matrix
42
+ The system's forcing vector
43
+ mass_matrix_full : Matrix
44
+ The "mass matrix" for the qdot's, qdoubledot's, and the
45
+ lagrange multipliers (lam)
46
+ forcing_full : Matrix
47
+ The forcing vector for the qdot's, qdoubledot's and
48
+ lagrange multipliers (lam)
49
+
50
+ Examples
51
+ ========
52
+
53
+ This is a simple example for a one degree of freedom translational
54
+ spring-mass-damper.
55
+
56
+ In this example, we first need to do the kinematics.
57
+ This involves creating generalized coordinates and their derivatives.
58
+ Then we create a point and set its velocity in a frame.
59
+
60
+ >>> from sympy.physics.mechanics import LagrangesMethod, Lagrangian
61
+ >>> from sympy.physics.mechanics import ReferenceFrame, Particle, Point
62
+ >>> from sympy.physics.mechanics import dynamicsymbols
63
+ >>> from sympy import symbols
64
+ >>> q = dynamicsymbols('q')
65
+ >>> qd = dynamicsymbols('q', 1)
66
+ >>> m, k, b = symbols('m k b')
67
+ >>> N = ReferenceFrame('N')
68
+ >>> P = Point('P')
69
+ >>> P.set_vel(N, qd * N.x)
70
+
71
+ We need to then prepare the information as required by LagrangesMethod to
72
+ generate equations of motion.
73
+ First we create the Particle, which has a point attached to it.
74
+ Following this the lagrangian is created from the kinetic and potential
75
+ energies.
76
+ Then, an iterable of nonconservative forces/torques must be constructed,
77
+ where each item is a (Point, Vector) or (ReferenceFrame, Vector) tuple,
78
+ with the Vectors representing the nonconservative forces or torques.
79
+
80
+ >>> Pa = Particle('Pa', P, m)
81
+ >>> Pa.potential_energy = k * q**2 / 2.0
82
+ >>> L = Lagrangian(N, Pa)
83
+ >>> fl = [(P, -b * qd * N.x)]
84
+
85
+ Finally we can generate the equations of motion.
86
+ First we create the LagrangesMethod object. To do this one must supply
87
+ the Lagrangian, and the generalized coordinates. The constraint equations,
88
+ the forcelist, and the inertial frame may also be provided, if relevant.
89
+ Next we generate Lagrange's equations of motion, such that:
90
+ Lagrange's equations of motion = 0.
91
+ We have the equations of motion at this point.
92
+
93
+ >>> l = LagrangesMethod(L, [q], forcelist = fl, frame = N)
94
+ >>> print(l.form_lagranges_equations())
95
+ Matrix([[b*Derivative(q(t), t) + 1.0*k*q(t) + m*Derivative(q(t), (t, 2))]])
96
+
97
+ We can also solve for the states using the 'rhs' method.
98
+
99
+ >>> print(l.rhs())
100
+ Matrix([[Derivative(q(t), t)], [(-b*Derivative(q(t), t) - 1.0*k*q(t))/m]])
101
+
102
+ Please refer to the docstrings on each method for more details.
103
+ """
104
+
105
+ def __init__(self, Lagrangian, qs, forcelist=None, bodies=None, frame=None,
106
+ hol_coneqs=None, nonhol_coneqs=None):
107
+ """Supply the following for the initialization of LagrangesMethod.
108
+
109
+ Lagrangian : Sympifyable
110
+
111
+ qs : array_like
112
+ The generalized coordinates
113
+
114
+ hol_coneqs : array_like, optional
115
+ The holonomic constraint equations
116
+
117
+ nonhol_coneqs : array_like, optional
118
+ The nonholonomic constraint equations
119
+
120
+ forcelist : iterable, optional
121
+ Takes an iterable of (Point, Vector) or (ReferenceFrame, Vector)
122
+ tuples which represent the force at a point or torque on a frame.
123
+ This feature is primarily to account for the nonconservative forces
124
+ and/or moments.
125
+
126
+ bodies : iterable, optional
127
+ Takes an iterable containing the rigid bodies and particles of the
128
+ system.
129
+
130
+ frame : ReferenceFrame, optional
131
+ Supply the inertial frame. This is used to determine the
132
+ generalized forces due to non-conservative forces.
133
+ """
134
+
135
+ self._L = Matrix([sympify(Lagrangian)])
136
+ self.eom = None
137
+ self._m_cd = Matrix() # Mass Matrix of differentiated coneqs
138
+ self._m_d = Matrix() # Mass Matrix of dynamic equations
139
+ self._f_cd = Matrix() # Forcing part of the diff coneqs
140
+ self._f_d = Matrix() # Forcing part of the dynamic equations
141
+ self.lam_coeffs = Matrix() # The coeffecients of the multipliers
142
+
143
+ forcelist = forcelist if forcelist else []
144
+ if not iterable(forcelist):
145
+ raise TypeError('Force pairs must be supplied in an iterable.')
146
+ self._forcelist = forcelist
147
+ if frame and not isinstance(frame, ReferenceFrame):
148
+ raise TypeError('frame must be a valid ReferenceFrame')
149
+ self._bodies = bodies
150
+ self.inertial = frame
151
+
152
+ self.lam_vec = Matrix()
153
+
154
+ self._term1 = Matrix()
155
+ self._term2 = Matrix()
156
+ self._term3 = Matrix()
157
+ self._term4 = Matrix()
158
+
159
+ # Creating the qs, qdots and qdoubledots
160
+ if not iterable(qs):
161
+ raise TypeError('Generalized coordinates must be an iterable')
162
+ self._q = Matrix(qs)
163
+ self._qdots = self.q.diff(dynamicsymbols._t)
164
+ self._qdoubledots = self._qdots.diff(dynamicsymbols._t)
165
+ _validate_coordinates(self.q)
166
+
167
+ mat_build = lambda x: Matrix(x) if x else Matrix()
168
+ hol_coneqs = mat_build(hol_coneqs)
169
+ nonhol_coneqs = mat_build(nonhol_coneqs)
170
+ self.coneqs = Matrix([hol_coneqs.diff(dynamicsymbols._t),
171
+ nonhol_coneqs])
172
+ self._hol_coneqs = hol_coneqs
173
+
174
+ def form_lagranges_equations(self):
175
+ """Method to form Lagrange's equations of motion.
176
+
177
+ Returns a vector of equations of motion using Lagrange's equations of
178
+ the second kind.
179
+ """
180
+
181
+ qds = self._qdots
182
+ qdd_zero = dict.fromkeys(self._qdoubledots, 0)
183
+ n = len(self.q)
184
+
185
+ # Internally we represent the EOM as four terms:
186
+ # EOM = term1 - term2 - term3 - term4 = 0
187
+
188
+ # First term
189
+ self._term1 = self._L.jacobian(qds)
190
+ self._term1 = self._term1.diff(dynamicsymbols._t).T
191
+
192
+ # Second term
193
+ self._term2 = self._L.jacobian(self.q).T
194
+
195
+ # Third term
196
+ if self.coneqs:
197
+ coneqs = self.coneqs
198
+ m = len(coneqs)
199
+ # Creating the multipliers
200
+ self.lam_vec = Matrix(dynamicsymbols('lam1:' + str(m + 1)))
201
+ self.lam_coeffs = -coneqs.jacobian(qds)
202
+ self._term3 = self.lam_coeffs.T * self.lam_vec
203
+ # Extracting the coeffecients of the qdds from the diff coneqs
204
+ diffconeqs = coneqs.diff(dynamicsymbols._t)
205
+ self._m_cd = diffconeqs.jacobian(self._qdoubledots)
206
+ # The remaining terms i.e. the 'forcing' terms in diff coneqs
207
+ self._f_cd = -diffconeqs.subs(qdd_zero)
208
+ else:
209
+ self._term3 = zeros(n, 1)
210
+
211
+ # Fourth term
212
+ if self.forcelist:
213
+ N = self.inertial
214
+ self._term4 = zeros(n, 1)
215
+ for i, qd in enumerate(qds):
216
+ flist = zip(*_f_list_parser(self.forcelist, N))
217
+ self._term4[i] = sum(v.diff(qd, N).dot(f) for (v, f) in flist)
218
+ else:
219
+ self._term4 = zeros(n, 1)
220
+
221
+ # Form the dynamic mass and forcing matrices
222
+ without_lam = self._term1 - self._term2 - self._term4
223
+ self._m_d = without_lam.jacobian(self._qdoubledots)
224
+ self._f_d = -without_lam.subs(qdd_zero)
225
+
226
+ # Form the EOM
227
+ self.eom = without_lam - self._term3
228
+ return self.eom
229
+
230
+ def _form_eoms(self):
231
+ return self.form_lagranges_equations()
232
+
233
+ @property
234
+ def mass_matrix(self):
235
+ """Returns the mass matrix, which is augmented by the Lagrange
236
+ multipliers, if necessary.
237
+
238
+ Explanation
239
+ ===========
240
+
241
+ If the system is described by 'n' generalized coordinates and there are
242
+ no constraint equations then an n X n matrix is returned.
243
+
244
+ If there are 'n' generalized coordinates and 'm' constraint equations
245
+ have been supplied during initialization then an n X (n+m) matrix is
246
+ returned. The (n + m - 1)th and (n + m)th columns contain the
247
+ coefficients of the Lagrange multipliers.
248
+ """
249
+
250
+ if self.eom is None:
251
+ raise ValueError('Need to compute the equations of motion first')
252
+ if self.coneqs:
253
+ return (self._m_d).row_join(self.lam_coeffs.T)
254
+ else:
255
+ return self._m_d
256
+
257
+ @property
258
+ def mass_matrix_full(self):
259
+ """Augments the coefficients of qdots to the mass_matrix."""
260
+
261
+ if self.eom is None:
262
+ raise ValueError('Need to compute the equations of motion first')
263
+ n = len(self.q)
264
+ m = len(self.coneqs)
265
+ row1 = eye(n).row_join(zeros(n, n + m))
266
+ row2 = zeros(n, n).row_join(self.mass_matrix)
267
+ if self.coneqs:
268
+ row3 = zeros(m, n).row_join(self._m_cd).row_join(zeros(m, m))
269
+ return row1.col_join(row2).col_join(row3)
270
+ else:
271
+ return row1.col_join(row2)
272
+
273
+ @property
274
+ def forcing(self):
275
+ """Returns the forcing vector from 'lagranges_equations' method."""
276
+
277
+ if self.eom is None:
278
+ raise ValueError('Need to compute the equations of motion first')
279
+ return self._f_d
280
+
281
+ @property
282
+ def forcing_full(self):
283
+ """Augments qdots to the forcing vector above."""
284
+
285
+ if self.eom is None:
286
+ raise ValueError('Need to compute the equations of motion first')
287
+ if self.coneqs:
288
+ return self._qdots.col_join(self.forcing).col_join(self._f_cd)
289
+ else:
290
+ return self._qdots.col_join(self.forcing)
291
+
292
+ def to_linearizer(self, q_ind=None, qd_ind=None, q_dep=None, qd_dep=None,
293
+ linear_solver='LU'):
294
+ """Returns an instance of the Linearizer class, initiated from the data
295
+ in the LagrangesMethod class. This may be more desirable than using the
296
+ linearize class method, as the Linearizer object will allow more
297
+ efficient recalculation (i.e. about varying operating points).
298
+
299
+ Parameters
300
+ ==========
301
+
302
+ q_ind, qd_ind : array_like, optional
303
+ The independent generalized coordinates and speeds.
304
+ q_dep, qd_dep : array_like, optional
305
+ The dependent generalized coordinates and speeds.
306
+ linear_solver : str, callable
307
+ Method used to solve the several symbolic linear systems of the
308
+ form ``A*x=b`` in the linearization process. If a string is
309
+ supplied, it should be a valid method that can be used with the
310
+ :meth:`sympy.matrices.matrixbase.MatrixBase.solve`. If a callable is
311
+ supplied, it should have the format ``x = f(A, b)``, where it
312
+ solves the equations and returns the solution. The default is
313
+ ``'LU'`` which corresponds to SymPy's ``A.LUsolve(b)``.
314
+ ``LUsolve()`` is fast to compute but will often result in
315
+ divide-by-zero and thus ``nan`` results.
316
+
317
+ Returns
318
+ =======
319
+ Linearizer
320
+ An instantiated
321
+ :class:`sympy.physics.mechanics.linearize.Linearizer`.
322
+
323
+ """
324
+
325
+ # Compose vectors
326
+ t = dynamicsymbols._t
327
+ q = self.q
328
+ u = self._qdots
329
+ ud = u.diff(t)
330
+ # Get vector of lagrange multipliers
331
+ lams = self.lam_vec
332
+
333
+ mat_build = lambda x: Matrix(x) if x else Matrix()
334
+ q_i = mat_build(q_ind)
335
+ q_d = mat_build(q_dep)
336
+ u_i = mat_build(qd_ind)
337
+ u_d = mat_build(qd_dep)
338
+
339
+ # Compose general form equations
340
+ f_c = self._hol_coneqs
341
+ f_v = self.coneqs
342
+ f_a = f_v.diff(t)
343
+ f_0 = u
344
+ f_1 = -u
345
+ f_2 = self._term1
346
+ f_3 = -(self._term2 + self._term4)
347
+ f_4 = -self._term3
348
+
349
+ # Check that there are an appropriate number of independent and
350
+ # dependent coordinates
351
+ if len(q_d) != len(f_c) or len(u_d) != len(f_v):
352
+ raise ValueError(("Must supply {:} dependent coordinates, and " +
353
+ "{:} dependent speeds").format(len(f_c), len(f_v)))
354
+ if set(Matrix([q_i, q_d])) != set(q):
355
+ raise ValueError("Must partition q into q_ind and q_dep, with " +
356
+ "no extra or missing symbols.")
357
+ if set(Matrix([u_i, u_d])) != set(u):
358
+ raise ValueError("Must partition qd into qd_ind and qd_dep, " +
359
+ "with no extra or missing symbols.")
360
+
361
+ # Find all other dynamic symbols, forming the forcing vector r.
362
+ # Sort r to make it canonical.
363
+ insyms = set(Matrix([q, u, ud, lams]))
364
+ r = list(find_dynamicsymbols(f_3, insyms))
365
+ r.sort(key=default_sort_key)
366
+ # Check for any derivatives of variables in r that are also found in r.
367
+ for i in r:
368
+ if diff(i, dynamicsymbols._t) in r:
369
+ raise ValueError('Cannot have derivatives of specified \
370
+ quantities when linearizing forcing terms.')
371
+
372
+ return Linearizer(f_0, f_1, f_2, f_3, f_4, f_c, f_v, f_a, q, u, q_i,
373
+ q_d, u_i, u_d, r, lams, linear_solver=linear_solver)
374
+
375
+ def linearize(self, q_ind=None, qd_ind=None, q_dep=None, qd_dep=None,
376
+ linear_solver='LU', **kwargs):
377
+ """Linearize the equations of motion about a symbolic operating point.
378
+
379
+ Parameters
380
+ ==========
381
+ linear_solver : str, callable
382
+ Method used to solve the several symbolic linear systems of the
383
+ form ``A*x=b`` in the linearization process. If a string is
384
+ supplied, it should be a valid method that can be used with the
385
+ :meth:`sympy.matrices.matrixbase.MatrixBase.solve`. If a callable is
386
+ supplied, it should have the format ``x = f(A, b)``, where it
387
+ solves the equations and returns the solution. The default is
388
+ ``'LU'`` which corresponds to SymPy's ``A.LUsolve(b)``.
389
+ ``LUsolve()`` is fast to compute but will often result in
390
+ divide-by-zero and thus ``nan`` results.
391
+ **kwargs
392
+ Extra keyword arguments are passed to
393
+ :meth:`sympy.physics.mechanics.linearize.Linearizer.linearize`.
394
+
395
+ Explanation
396
+ ===========
397
+
398
+ If kwarg A_and_B is False (default), returns M, A, B, r for the
399
+ linearized form, M*[q', u']^T = A*[q_ind, u_ind]^T + B*r.
400
+
401
+ If kwarg A_and_B is True, returns A, B, r for the linearized form
402
+ dx = A*x + B*r, where x = [q_ind, u_ind]^T. Note that this is
403
+ computationally intensive if there are many symbolic parameters. For
404
+ this reason, it may be more desirable to use the default A_and_B=False,
405
+ returning M, A, and B. Values may then be substituted in to these
406
+ matrices, and the state space form found as
407
+ A = P.T*M.inv()*A, B = P.T*M.inv()*B, where P = Linearizer.perm_mat.
408
+
409
+ In both cases, r is found as all dynamicsymbols in the equations of
410
+ motion that are not part of q, u, q', or u'. They are sorted in
411
+ canonical form.
412
+
413
+ The operating points may be also entered using the ``op_point`` kwarg.
414
+ This takes a dictionary of {symbol: value}, or a an iterable of such
415
+ dictionaries. The values may be numeric or symbolic. The more values
416
+ you can specify beforehand, the faster this computation will run.
417
+
418
+ For more documentation, please see the ``Linearizer`` class."""
419
+
420
+ linearizer = self.to_linearizer(q_ind, qd_ind, q_dep, qd_dep,
421
+ linear_solver=linear_solver)
422
+ result = linearizer.linearize(**kwargs)
423
+ return result + (linearizer.r,)
424
+
425
+ def solve_multipliers(self, op_point=None, sol_type='dict'):
426
+ """Solves for the values of the lagrange multipliers symbolically at
427
+ the specified operating point.
428
+
429
+ Parameters
430
+ ==========
431
+
432
+ op_point : dict or iterable of dicts, optional
433
+ Point at which to solve at. The operating point is specified as
434
+ a dictionary or iterable of dictionaries of {symbol: value}. The
435
+ value may be numeric or symbolic itself.
436
+
437
+ sol_type : str, optional
438
+ Solution return type. Valid options are:
439
+ - 'dict': A dict of {symbol : value} (default)
440
+ - 'Matrix': An ordered column matrix of the solution
441
+ """
442
+
443
+ # Determine number of multipliers
444
+ k = len(self.lam_vec)
445
+ if k == 0:
446
+ raise ValueError("System has no lagrange multipliers to solve for.")
447
+ # Compose dict of operating conditions
448
+ if isinstance(op_point, dict):
449
+ op_point_dict = op_point
450
+ elif iterable(op_point):
451
+ op_point_dict = {}
452
+ for op in op_point:
453
+ op_point_dict.update(op)
454
+ elif op_point is None:
455
+ op_point_dict = {}
456
+ else:
457
+ raise TypeError("op_point must be either a dictionary or an "
458
+ "iterable of dictionaries.")
459
+ # Compose the system to be solved
460
+ mass_matrix = self.mass_matrix.col_join(-self.lam_coeffs.row_join(
461
+ zeros(k, k)))
462
+ force_matrix = self.forcing.col_join(self._f_cd)
463
+ # Sub in the operating point
464
+ mass_matrix = msubs(mass_matrix, op_point_dict)
465
+ force_matrix = msubs(force_matrix, op_point_dict)
466
+ # Solve for the multipliers
467
+ sol_list = mass_matrix.LUsolve(-force_matrix)[-k:]
468
+ if sol_type == 'dict':
469
+ return dict(zip(self.lam_vec, sol_list))
470
+ elif sol_type == 'Matrix':
471
+ return Matrix(sol_list)
472
+ else:
473
+ raise ValueError("Unknown sol_type {:}.".format(sol_type))
474
+
475
+ def rhs(self, inv_method=None, **kwargs):
476
+ """Returns equations that can be solved numerically.
477
+
478
+ Parameters
479
+ ==========
480
+
481
+ inv_method : str
482
+ The specific sympy inverse matrix calculation method to use. For a
483
+ list of valid methods, see
484
+ :meth:`~sympy.matrices.matrixbase.MatrixBase.inv`
485
+ """
486
+
487
+ if inv_method is None:
488
+ self._rhs = self.mass_matrix_full.LUsolve(self.forcing_full)
489
+ else:
490
+ self._rhs = (self.mass_matrix_full.inv(inv_method,
491
+ try_block_diag=True) * self.forcing_full)
492
+ return self._rhs
493
+
494
+ @property
495
+ def q(self):
496
+ return self._q
497
+
498
+ @property
499
+ def u(self):
500
+ return self._qdots
501
+
502
+ @property
503
+ def bodies(self):
504
+ return self._bodies
505
+
506
+ @property
507
+ def forcelist(self):
508
+ return self._forcelist
509
+
510
+ @property
511
+ def loads(self):
512
+ return self._forcelist
mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/loads.py ADDED
@@ -0,0 +1,177 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from abc import ABC
2
+ from collections import namedtuple
3
+ from sympy.physics.mechanics.body_base import BodyBase
4
+ from sympy.physics.vector import Vector, ReferenceFrame, Point
5
+
6
+ __all__ = ['LoadBase', 'Force', 'Torque']
7
+
8
+
9
+ class LoadBase(ABC, namedtuple('LoadBase', ['location', 'vector'])):
10
+ """Abstract base class for the various loading types."""
11
+
12
+ def __add__(self, other):
13
+ raise TypeError(f"unsupported operand type(s) for +: "
14
+ f"'{self.__class__.__name__}' and "
15
+ f"'{other.__class__.__name__}'")
16
+
17
+ def __mul__(self, other):
18
+ raise TypeError(f"unsupported operand type(s) for *: "
19
+ f"'{self.__class__.__name__}' and "
20
+ f"'{other.__class__.__name__}'")
21
+
22
+ __radd__ = __add__
23
+ __rmul__ = __mul__
24
+
25
+
26
+ class Force(LoadBase):
27
+ """Force acting upon a point.
28
+
29
+ Explanation
30
+ ===========
31
+
32
+ A force is a vector that is bound to a line of action. This class stores
33
+ both a point, which lies on the line of action, and the vector. A tuple can
34
+ also be used, with the location as the first entry and the vector as second
35
+ entry.
36
+
37
+ Examples
38
+ ========
39
+
40
+ A force of magnitude 2 along N.x acting on a point Po can be created as
41
+ follows:
42
+
43
+ >>> from sympy.physics.mechanics import Point, ReferenceFrame, Force
44
+ >>> N = ReferenceFrame('N')
45
+ >>> Po = Point('Po')
46
+ >>> Force(Po, 2 * N.x)
47
+ (Po, 2*N.x)
48
+
49
+ If a body is supplied, then the center of mass of that body is used.
50
+
51
+ >>> from sympy.physics.mechanics import Particle
52
+ >>> P = Particle('P', point=Po)
53
+ >>> Force(P, 2 * N.x)
54
+ (Po, 2*N.x)
55
+
56
+ """
57
+
58
+ def __new__(cls, point, force):
59
+ if isinstance(point, BodyBase):
60
+ point = point.masscenter
61
+ if not isinstance(point, Point):
62
+ raise TypeError('Force location should be a Point.')
63
+ if not isinstance(force, Vector):
64
+ raise TypeError('Force vector should be a Vector.')
65
+ return super().__new__(cls, point, force)
66
+
67
+ def __repr__(self):
68
+ return (f'{self.__class__.__name__}(point={self.point}, '
69
+ f'force={self.force})')
70
+
71
+ @property
72
+ def point(self):
73
+ return self.location
74
+
75
+ @property
76
+ def force(self):
77
+ return self.vector
78
+
79
+
80
+ class Torque(LoadBase):
81
+ """Torque acting upon a frame.
82
+
83
+ Explanation
84
+ ===========
85
+
86
+ A torque is a free vector that is acting on a reference frame, which is
87
+ associated with a rigid body. This class stores both the frame and the
88
+ vector. A tuple can also be used, with the location as the first item and
89
+ the vector as second item.
90
+
91
+ Examples
92
+ ========
93
+
94
+ A torque of magnitude 2 about N.x acting on a frame N can be created as
95
+ follows:
96
+
97
+ >>> from sympy.physics.mechanics import ReferenceFrame, Torque
98
+ >>> N = ReferenceFrame('N')
99
+ >>> Torque(N, 2 * N.x)
100
+ (N, 2*N.x)
101
+
102
+ If a body is supplied, then the frame fixed to that body is used.
103
+
104
+ >>> from sympy.physics.mechanics import RigidBody
105
+ >>> rb = RigidBody('rb', frame=N)
106
+ >>> Torque(rb, 2 * N.x)
107
+ (N, 2*N.x)
108
+
109
+ """
110
+
111
+ def __new__(cls, frame, torque):
112
+ if isinstance(frame, BodyBase):
113
+ frame = frame.frame
114
+ if not isinstance(frame, ReferenceFrame):
115
+ raise TypeError('Torque location should be a ReferenceFrame.')
116
+ if not isinstance(torque, Vector):
117
+ raise TypeError('Torque vector should be a Vector.')
118
+ return super().__new__(cls, frame, torque)
119
+
120
+ def __repr__(self):
121
+ return (f'{self.__class__.__name__}(frame={self.frame}, '
122
+ f'torque={self.torque})')
123
+
124
+ @property
125
+ def frame(self):
126
+ return self.location
127
+
128
+ @property
129
+ def torque(self):
130
+ return self.vector
131
+
132
+
133
+ def gravity(acceleration, *bodies):
134
+ """
135
+ Returns a list of gravity forces given the acceleration
136
+ due to gravity and any number of particles or rigidbodies.
137
+
138
+ Example
139
+ =======
140
+
141
+ >>> from sympy.physics.mechanics import ReferenceFrame, Particle, RigidBody
142
+ >>> from sympy.physics.mechanics.loads import gravity
143
+ >>> from sympy import symbols
144
+ >>> N = ReferenceFrame('N')
145
+ >>> g = symbols('g')
146
+ >>> P = Particle('P')
147
+ >>> B = RigidBody('B')
148
+ >>> gravity(g*N.y, P, B)
149
+ [(P_masscenter, P_mass*g*N.y),
150
+ (B_masscenter, B_mass*g*N.y)]
151
+
152
+ """
153
+
154
+ gravity_force = []
155
+ for body in bodies:
156
+ if not isinstance(body, BodyBase):
157
+ raise TypeError(f'{type(body)} is not a body type')
158
+ gravity_force.append(Force(body.masscenter, body.mass * acceleration))
159
+ return gravity_force
160
+
161
+
162
+ def _parse_load(load):
163
+ """Helper function to parse loads and convert tuples to load objects."""
164
+ if isinstance(load, LoadBase):
165
+ return load
166
+ elif isinstance(load, tuple):
167
+ if len(load) != 2:
168
+ raise ValueError(f'Load {load} should have a length of 2.')
169
+ if isinstance(load[0], Point):
170
+ return Force(load[0], load[1])
171
+ elif isinstance(load[0], ReferenceFrame):
172
+ return Torque(load[0], load[1])
173
+ else:
174
+ raise ValueError(f'Load not recognized. The load location {load[0]}'
175
+ f' should either be a Point or a ReferenceFrame.')
176
+ raise TypeError(f'Load type {type(load)} not recognized as a load. It '
177
+ f'should be a Force, Torque or tuple.')
mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/method.py ADDED
@@ -0,0 +1,39 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from abc import ABC, abstractmethod
2
+
3
+ class _Methods(ABC):
4
+ """Abstract Base Class for all methods."""
5
+
6
+ @abstractmethod
7
+ def q(self):
8
+ pass
9
+
10
+ @abstractmethod
11
+ def u(self):
12
+ pass
13
+
14
+ @abstractmethod
15
+ def bodies(self):
16
+ pass
17
+
18
+ @abstractmethod
19
+ def loads(self):
20
+ pass
21
+
22
+ @abstractmethod
23
+ def mass_matrix(self):
24
+ pass
25
+
26
+ @abstractmethod
27
+ def forcing(self):
28
+ pass
29
+
30
+ @abstractmethod
31
+ def mass_matrix_full(self):
32
+ pass
33
+
34
+ @abstractmethod
35
+ def forcing_full(self):
36
+ pass
37
+
38
+ def _form_eoms(self):
39
+ raise NotImplementedError("Subclasses must implement this.")
mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/models.py ADDED
@@ -0,0 +1,230 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ #!/usr/bin/env python
2
+ """This module contains some sample symbolic models used for testing and
3
+ examples."""
4
+
5
+ # Internal imports
6
+ from sympy.core import backend as sm
7
+ import sympy.physics.mechanics as me
8
+
9
+
10
+ def multi_mass_spring_damper(n=1, apply_gravity=False,
11
+ apply_external_forces=False):
12
+ r"""Returns a system containing the symbolic equations of motion and
13
+ associated variables for a simple multi-degree of freedom point mass,
14
+ spring, damper system with optional gravitational and external
15
+ specified forces. For example, a two mass system under the influence of
16
+ gravity and external forces looks like:
17
+
18
+ ::
19
+
20
+ ----------------
21
+ | | | | g
22
+ \ | | | V
23
+ k0 / --- c0 |
24
+ | | | x0, v0
25
+ --------- V
26
+ | m0 | -----
27
+ --------- |
28
+ | | | |
29
+ \ v | | |
30
+ k1 / f0 --- c1 |
31
+ | | | x1, v1
32
+ --------- V
33
+ | m1 | -----
34
+ ---------
35
+ | f1
36
+ V
37
+
38
+ Parameters
39
+ ==========
40
+
41
+ n : integer
42
+ The number of masses in the serial chain.
43
+ apply_gravity : boolean
44
+ If true, gravity will be applied to each mass.
45
+ apply_external_forces : boolean
46
+ If true, a time varying external force will be applied to each mass.
47
+
48
+ Returns
49
+ =======
50
+
51
+ kane : sympy.physics.mechanics.kane.KanesMethod
52
+ A KanesMethod object.
53
+
54
+ """
55
+
56
+ mass = sm.symbols('m:{}'.format(n))
57
+ stiffness = sm.symbols('k:{}'.format(n))
58
+ damping = sm.symbols('c:{}'.format(n))
59
+
60
+ acceleration_due_to_gravity = sm.symbols('g')
61
+
62
+ coordinates = me.dynamicsymbols('x:{}'.format(n))
63
+ speeds = me.dynamicsymbols('v:{}'.format(n))
64
+ specifieds = me.dynamicsymbols('f:{}'.format(n))
65
+
66
+ ceiling = me.ReferenceFrame('N')
67
+ origin = me.Point('origin')
68
+ origin.set_vel(ceiling, 0)
69
+
70
+ points = [origin]
71
+ kinematic_equations = []
72
+ particles = []
73
+ forces = []
74
+
75
+ for i in range(n):
76
+
77
+ center = points[-1].locatenew('center{}'.format(i),
78
+ coordinates[i] * ceiling.x)
79
+ center.set_vel(ceiling, points[-1].vel(ceiling) +
80
+ speeds[i] * ceiling.x)
81
+ points.append(center)
82
+
83
+ block = me.Particle('block{}'.format(i), center, mass[i])
84
+
85
+ kinematic_equations.append(speeds[i] - coordinates[i].diff())
86
+
87
+ total_force = (-stiffness[i] * coordinates[i] -
88
+ damping[i] * speeds[i])
89
+ try:
90
+ total_force += (stiffness[i + 1] * coordinates[i + 1] +
91
+ damping[i + 1] * speeds[i + 1])
92
+ except IndexError: # no force from below on last mass
93
+ pass
94
+
95
+ if apply_gravity:
96
+ total_force += mass[i] * acceleration_due_to_gravity
97
+
98
+ if apply_external_forces:
99
+ total_force += specifieds[i]
100
+
101
+ forces.append((center, total_force * ceiling.x))
102
+
103
+ particles.append(block)
104
+
105
+ kane = me.KanesMethod(ceiling, q_ind=coordinates, u_ind=speeds,
106
+ kd_eqs=kinematic_equations)
107
+ kane.kanes_equations(particles, forces)
108
+
109
+ return kane
110
+
111
+
112
+ def n_link_pendulum_on_cart(n=1, cart_force=True, joint_torques=False):
113
+ r"""Returns the system containing the symbolic first order equations of
114
+ motion for a 2D n-link pendulum on a sliding cart under the influence of
115
+ gravity.
116
+
117
+ ::
118
+
119
+ |
120
+ o y v
121
+ \ 0 ^ g
122
+ \ |
123
+ --\-|----
124
+ | \| |
125
+ F-> | o --|---> x
126
+ | |
127
+ ---------
128
+ o o
129
+
130
+ Parameters
131
+ ==========
132
+
133
+ n : integer
134
+ The number of links in the pendulum.
135
+ cart_force : boolean, default=True
136
+ If true an external specified lateral force is applied to the cart.
137
+ joint_torques : boolean, default=False
138
+ If true joint torques will be added as specified inputs at each
139
+ joint.
140
+
141
+ Returns
142
+ =======
143
+
144
+ kane : sympy.physics.mechanics.kane.KanesMethod
145
+ A KanesMethod object.
146
+
147
+ Notes
148
+ =====
149
+
150
+ The degrees of freedom of the system are n + 1, i.e. one for each
151
+ pendulum link and one for the lateral motion of the cart.
152
+
153
+ M x' = F, where x = [u0, ..., un+1, q0, ..., qn+1]
154
+
155
+ The joint angles are all defined relative to the ground where the x axis
156
+ defines the ground line and the y axis points up. The joint torques are
157
+ applied between each adjacent link and the between the cart and the
158
+ lower link where a positive torque corresponds to positive angle.
159
+
160
+ """
161
+ if n <= 0:
162
+ raise ValueError('The number of links must be a positive integer.')
163
+
164
+ q = me.dynamicsymbols('q:{}'.format(n + 1))
165
+ u = me.dynamicsymbols('u:{}'.format(n + 1))
166
+
167
+ if joint_torques is True:
168
+ T = me.dynamicsymbols('T1:{}'.format(n + 1))
169
+
170
+ m = sm.symbols('m:{}'.format(n + 1))
171
+ l = sm.symbols('l:{}'.format(n))
172
+ g, t = sm.symbols('g t')
173
+
174
+ I = me.ReferenceFrame('I')
175
+ O = me.Point('O')
176
+ O.set_vel(I, 0)
177
+
178
+ P0 = me.Point('P0')
179
+ P0.set_pos(O, q[0] * I.x)
180
+ P0.set_vel(I, u[0] * I.x)
181
+ Pa0 = me.Particle('Pa0', P0, m[0])
182
+
183
+ frames = [I]
184
+ points = [P0]
185
+ particles = [Pa0]
186
+ forces = [(P0, -m[0] * g * I.y)]
187
+ kindiffs = [q[0].diff(t) - u[0]]
188
+
189
+ if cart_force is True or joint_torques is True:
190
+ specified = []
191
+ else:
192
+ specified = None
193
+
194
+ for i in range(n):
195
+ Bi = I.orientnew('B{}'.format(i), 'Axis', [q[i + 1], I.z])
196
+ Bi.set_ang_vel(I, u[i + 1] * I.z)
197
+ frames.append(Bi)
198
+
199
+ Pi = points[-1].locatenew('P{}'.format(i + 1), l[i] * Bi.y)
200
+ Pi.v2pt_theory(points[-1], I, Bi)
201
+ points.append(Pi)
202
+
203
+ Pai = me.Particle('Pa' + str(i + 1), Pi, m[i + 1])
204
+ particles.append(Pai)
205
+
206
+ forces.append((Pi, -m[i + 1] * g * I.y))
207
+
208
+ if joint_torques is True:
209
+
210
+ specified.append(T[i])
211
+
212
+ if i == 0:
213
+ forces.append((I, -T[i] * I.z))
214
+
215
+ if i == n - 1:
216
+ forces.append((Bi, T[i] * I.z))
217
+ else:
218
+ forces.append((Bi, T[i] * I.z - T[i + 1] * I.z))
219
+
220
+ kindiffs.append(q[i + 1].diff(t) - u[i + 1])
221
+
222
+ if cart_force is True:
223
+ F = me.dynamicsymbols('F')
224
+ forces.append((P0, F * I.x))
225
+ specified.append(F)
226
+
227
+ kane = me.KanesMethod(I, q_ind=q, u_ind=u, kd_eqs=kindiffs)
228
+ kane.kanes_equations(particles, forces)
229
+
230
+ return kane
mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/particle.py ADDED
@@ -0,0 +1,209 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from sympy import S
2
+ from sympy.physics.vector import cross, dot
3
+ from sympy.physics.mechanics.body_base import BodyBase
4
+ from sympy.physics.mechanics.inertia import inertia_of_point_mass
5
+ from sympy.utilities.exceptions import sympy_deprecation_warning
6
+
7
+ __all__ = ['Particle']
8
+
9
+
10
+ class Particle(BodyBase):
11
+ """A particle.
12
+
13
+ Explanation
14
+ ===========
15
+
16
+ Particles have a non-zero mass and lack spatial extension; they take up no
17
+ space.
18
+
19
+ Values need to be supplied on initialization, but can be changed later.
20
+
21
+ Parameters
22
+ ==========
23
+
24
+ name : str
25
+ Name of particle
26
+ point : Point
27
+ A physics/mechanics Point which represents the position, velocity, and
28
+ acceleration of this Particle
29
+ mass : Sympifyable
30
+ A SymPy expression representing the Particle's mass
31
+ potential_energy : Sympifyable
32
+ The potential energy of the Particle.
33
+
34
+ Examples
35
+ ========
36
+
37
+ >>> from sympy.physics.mechanics import Particle, Point
38
+ >>> from sympy import Symbol
39
+ >>> po = Point('po')
40
+ >>> m = Symbol('m')
41
+ >>> pa = Particle('pa', po, m)
42
+ >>> # Or you could change these later
43
+ >>> pa.mass = m
44
+ >>> pa.point = po
45
+
46
+ """
47
+ point = BodyBase.masscenter
48
+
49
+ def __init__(self, name, point=None, mass=None):
50
+ super().__init__(name, point, mass)
51
+
52
+ def linear_momentum(self, frame):
53
+ """Linear momentum of the particle.
54
+
55
+ Explanation
56
+ ===========
57
+
58
+ The linear momentum L, of a particle P, with respect to frame N is
59
+ given by:
60
+
61
+ L = m * v
62
+
63
+ where m is the mass of the particle, and v is the velocity of the
64
+ particle in the frame N.
65
+
66
+ Parameters
67
+ ==========
68
+
69
+ frame : ReferenceFrame
70
+ The frame in which linear momentum is desired.
71
+
72
+ Examples
73
+ ========
74
+
75
+ >>> from sympy.physics.mechanics import Particle, Point, ReferenceFrame
76
+ >>> from sympy.physics.mechanics import dynamicsymbols
77
+ >>> from sympy.physics.vector import init_vprinting
78
+ >>> init_vprinting(pretty_print=False)
79
+ >>> m, v = dynamicsymbols('m v')
80
+ >>> N = ReferenceFrame('N')
81
+ >>> P = Point('P')
82
+ >>> A = Particle('A', P, m)
83
+ >>> P.set_vel(N, v * N.x)
84
+ >>> A.linear_momentum(N)
85
+ m*v*N.x
86
+
87
+ """
88
+
89
+ return self.mass * self.point.vel(frame)
90
+
91
+ def angular_momentum(self, point, frame):
92
+ """Angular momentum of the particle about the point.
93
+
94
+ Explanation
95
+ ===========
96
+
97
+ The angular momentum H, about some point O of a particle, P, is given
98
+ by:
99
+
100
+ ``H = cross(r, m * v)``
101
+
102
+ where r is the position vector from point O to the particle P, m is
103
+ the mass of the particle, and v is the velocity of the particle in
104
+ the inertial frame, N.
105
+
106
+ Parameters
107
+ ==========
108
+
109
+ point : Point
110
+ The point about which angular momentum of the particle is desired.
111
+
112
+ frame : ReferenceFrame
113
+ The frame in which angular momentum is desired.
114
+
115
+ Examples
116
+ ========
117
+
118
+ >>> from sympy.physics.mechanics import Particle, Point, ReferenceFrame
119
+ >>> from sympy.physics.mechanics import dynamicsymbols
120
+ >>> from sympy.physics.vector import init_vprinting
121
+ >>> init_vprinting(pretty_print=False)
122
+ >>> m, v, r = dynamicsymbols('m v r')
123
+ >>> N = ReferenceFrame('N')
124
+ >>> O = Point('O')
125
+ >>> A = O.locatenew('A', r * N.x)
126
+ >>> P = Particle('P', A, m)
127
+ >>> P.point.set_vel(N, v * N.y)
128
+ >>> P.angular_momentum(O, N)
129
+ m*r*v*N.z
130
+
131
+ """
132
+
133
+ return cross(self.point.pos_from(point),
134
+ self.mass * self.point.vel(frame))
135
+
136
+ def kinetic_energy(self, frame):
137
+ """Kinetic energy of the particle.
138
+
139
+ Explanation
140
+ ===========
141
+
142
+ The kinetic energy, T, of a particle, P, is given by:
143
+
144
+ ``T = 1/2 (dot(m * v, v))``
145
+
146
+ where m is the mass of particle P, and v is the velocity of the
147
+ particle in the supplied ReferenceFrame.
148
+
149
+ Parameters
150
+ ==========
151
+
152
+ frame : ReferenceFrame
153
+ The Particle's velocity is typically defined with respect to
154
+ an inertial frame but any relevant frame in which the velocity is
155
+ known can be supplied.
156
+
157
+ Examples
158
+ ========
159
+
160
+ >>> from sympy.physics.mechanics import Particle, Point, ReferenceFrame
161
+ >>> from sympy import symbols
162
+ >>> m, v, r = symbols('m v r')
163
+ >>> N = ReferenceFrame('N')
164
+ >>> O = Point('O')
165
+ >>> P = Particle('P', O, m)
166
+ >>> P.point.set_vel(N, v * N.y)
167
+ >>> P.kinetic_energy(N)
168
+ m*v**2/2
169
+
170
+ """
171
+
172
+ return S.Half * self.mass * dot(self.point.vel(frame),
173
+ self.point.vel(frame))
174
+
175
+ def set_potential_energy(self, scalar):
176
+ sympy_deprecation_warning(
177
+ """
178
+ The sympy.physics.mechanics.Particle.set_potential_energy()
179
+ method is deprecated. Instead use
180
+
181
+ P.potential_energy = scalar
182
+ """,
183
+ deprecated_since_version="1.5",
184
+ active_deprecations_target="deprecated-set-potential-energy",
185
+ )
186
+ self.potential_energy = scalar
187
+
188
+ def parallel_axis(self, point, frame):
189
+ """Returns an inertia dyadic of the particle with respect to another
190
+ point and frame.
191
+
192
+ Parameters
193
+ ==========
194
+
195
+ point : sympy.physics.vector.Point
196
+ The point to express the inertia dyadic about.
197
+ frame : sympy.physics.vector.ReferenceFrame
198
+ The reference frame used to construct the dyadic.
199
+
200
+ Returns
201
+ =======
202
+
203
+ inertia : sympy.physics.vector.Dyadic
204
+ The inertia dyadic of the particle expressed about the provided
205
+ point and frame.
206
+
207
+ """
208
+ return inertia_of_point_mass(self.mass, self.point.pos_from(point),
209
+ frame)
mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/pathway.py ADDED
@@ -0,0 +1,688 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ """Implementations of pathways for use by actuators."""
2
+
3
+ from abc import ABC, abstractmethod
4
+
5
+ from sympy.core.singleton import S
6
+ from sympy.physics.mechanics.loads import Force
7
+ from sympy.physics.mechanics.wrapping_geometry import WrappingGeometryBase
8
+ from sympy.physics.vector import Point, dynamicsymbols
9
+
10
+
11
+ __all__ = ['PathwayBase', 'LinearPathway', 'ObstacleSetPathway',
12
+ 'WrappingPathway']
13
+
14
+
15
+ class PathwayBase(ABC):
16
+ """Abstract base class for all pathway classes to inherit from.
17
+
18
+ Notes
19
+ =====
20
+
21
+ Instances of this class cannot be directly instantiated by users. However,
22
+ it can be used to created custom pathway types through subclassing.
23
+
24
+ """
25
+
26
+ def __init__(self, *attachments):
27
+ """Initializer for ``PathwayBase``."""
28
+ self.attachments = attachments
29
+
30
+ @property
31
+ def attachments(self):
32
+ """The pair of points defining a pathway's ends."""
33
+ return self._attachments
34
+
35
+ @attachments.setter
36
+ def attachments(self, attachments):
37
+ if hasattr(self, '_attachments'):
38
+ msg = (
39
+ f'Can\'t set attribute `attachments` to {repr(attachments)} '
40
+ f'as it is immutable.'
41
+ )
42
+ raise AttributeError(msg)
43
+ if len(attachments) != 2:
44
+ msg = (
45
+ f'Value {repr(attachments)} passed to `attachments` was an '
46
+ f'iterable of length {len(attachments)}, must be an iterable '
47
+ f'of length 2.'
48
+ )
49
+ raise ValueError(msg)
50
+ for i, point in enumerate(attachments):
51
+ if not isinstance(point, Point):
52
+ msg = (
53
+ f'Value {repr(point)} passed to `attachments` at index '
54
+ f'{i} was of type {type(point)}, must be {Point}.'
55
+ )
56
+ raise TypeError(msg)
57
+ self._attachments = tuple(attachments)
58
+
59
+ @property
60
+ @abstractmethod
61
+ def length(self):
62
+ """An expression representing the pathway's length."""
63
+ pass
64
+
65
+ @property
66
+ @abstractmethod
67
+ def extension_velocity(self):
68
+ """An expression representing the pathway's extension velocity."""
69
+ pass
70
+
71
+ @abstractmethod
72
+ def to_loads(self, force):
73
+ """Loads required by the equations of motion method classes.
74
+
75
+ Explanation
76
+ ===========
77
+
78
+ ``KanesMethod`` requires a list of ``Point``-``Vector`` tuples to be
79
+ passed to the ``loads`` parameters of its ``kanes_equations`` method
80
+ when constructing the equations of motion. This method acts as a
81
+ utility to produce the correctly-structred pairs of points and vectors
82
+ required so that these can be easily concatenated with other items in
83
+ the list of loads and passed to ``KanesMethod.kanes_equations``. These
84
+ loads are also in the correct form to also be passed to the other
85
+ equations of motion method classes, e.g. ``LagrangesMethod``.
86
+
87
+ """
88
+ pass
89
+
90
+ def __repr__(self):
91
+ """Default representation of a pathway."""
92
+ attachments = ', '.join(str(a) for a in self.attachments)
93
+ return f'{self.__class__.__name__}({attachments})'
94
+
95
+
96
+ class LinearPathway(PathwayBase):
97
+ """Linear pathway between a pair of attachment points.
98
+
99
+ Explanation
100
+ ===========
101
+
102
+ A linear pathway forms a straight-line segment between two points and is
103
+ the simplest pathway that can be formed. It will not interact with any
104
+ other objects in the system, i.e. a ``LinearPathway`` will intersect other
105
+ objects to ensure that the path between its two ends (its attachments) is
106
+ the shortest possible.
107
+
108
+ A linear pathway is made up of two points that can move relative to each
109
+ other, and a pair of equal and opposite forces acting on the points. If the
110
+ positive time-varying Euclidean distance between the two points is defined,
111
+ then the "extension velocity" is the time derivative of this distance. The
112
+ extension velocity is positive when the two points are moving away from
113
+ each other and negative when moving closer to each other. The direction for
114
+ the force acting on either point is determined by constructing a unit
115
+ vector directed from the other point to this point. This establishes a sign
116
+ convention such that a positive force magnitude tends to push the points
117
+ apart. The following diagram shows the positive force sense and the
118
+ distance between the points::
119
+
120
+ P Q
121
+ o<--- F --->o
122
+ | |
123
+ |<--l(t)--->|
124
+
125
+ Examples
126
+ ========
127
+
128
+ >>> from sympy.physics.mechanics import LinearPathway
129
+
130
+ To construct a pathway, two points are required to be passed to the
131
+ ``attachments`` parameter as a ``tuple``.
132
+
133
+ >>> from sympy.physics.mechanics import Point
134
+ >>> pA, pB = Point('pA'), Point('pB')
135
+ >>> linear_pathway = LinearPathway(pA, pB)
136
+ >>> linear_pathway
137
+ LinearPathway(pA, pB)
138
+
139
+ The pathway created above isn't very interesting without the positions and
140
+ velocities of its attachment points being described. Without this its not
141
+ possible to describe how the pathway moves, i.e. its length or its
142
+ extension velocity.
143
+
144
+ >>> from sympy.physics.mechanics import ReferenceFrame
145
+ >>> from sympy.physics.vector import dynamicsymbols
146
+ >>> N = ReferenceFrame('N')
147
+ >>> q = dynamicsymbols('q')
148
+ >>> pB.set_pos(pA, q*N.x)
149
+ >>> pB.pos_from(pA)
150
+ q(t)*N.x
151
+
152
+ A pathway's length can be accessed via its ``length`` attribute.
153
+
154
+ >>> linear_pathway.length
155
+ sqrt(q(t)**2)
156
+
157
+ Note how what appears to be an overly-complex expression is returned. This
158
+ is actually required as it ensures that a pathway's length is always
159
+ positive.
160
+
161
+ A pathway's extension velocity can be accessed similarly via its
162
+ ``extension_velocity`` attribute.
163
+
164
+ >>> linear_pathway.extension_velocity
165
+ sqrt(q(t)**2)*Derivative(q(t), t)/q(t)
166
+
167
+ Parameters
168
+ ==========
169
+
170
+ attachments : tuple[Point, Point]
171
+ Pair of ``Point`` objects between which the linear pathway spans.
172
+ Constructor expects two points to be passed, e.g.
173
+ ``LinearPathway(Point('pA'), Point('pB'))``. More or fewer points will
174
+ cause an error to be thrown.
175
+
176
+ """
177
+
178
+ def __init__(self, *attachments):
179
+ """Initializer for ``LinearPathway``.
180
+
181
+ Parameters
182
+ ==========
183
+
184
+ attachments : Point
185
+ Pair of ``Point`` objects between which the linear pathway spans.
186
+ Constructor expects two points to be passed, e.g.
187
+ ``LinearPathway(Point('pA'), Point('pB'))``. More or fewer points
188
+ will cause an error to be thrown.
189
+
190
+ """
191
+ super().__init__(*attachments)
192
+
193
+ @property
194
+ def length(self):
195
+ """Exact analytical expression for the pathway's length."""
196
+ return _point_pair_length(*self.attachments)
197
+
198
+ @property
199
+ def extension_velocity(self):
200
+ """Exact analytical expression for the pathway's extension velocity."""
201
+ return _point_pair_extension_velocity(*self.attachments)
202
+
203
+ def to_loads(self, force):
204
+ """Loads required by the equations of motion method classes.
205
+
206
+ Explanation
207
+ ===========
208
+
209
+ ``KanesMethod`` requires a list of ``Point``-``Vector`` tuples to be
210
+ passed to the ``loads`` parameters of its ``kanes_equations`` method
211
+ when constructing the equations of motion. This method acts as a
212
+ utility to produce the correctly-structred pairs of points and vectors
213
+ required so that these can be easily concatenated with other items in
214
+ the list of loads and passed to ``KanesMethod.kanes_equations``. These
215
+ loads are also in the correct form to also be passed to the other
216
+ equations of motion method classes, e.g. ``LagrangesMethod``.
217
+
218
+ Examples
219
+ ========
220
+
221
+ The below example shows how to generate the loads produced in a linear
222
+ actuator that produces an expansile force ``F``. First, create a linear
223
+ actuator between two points separated by the coordinate ``q`` in the
224
+ ``x`` direction of the global frame ``N``.
225
+
226
+ >>> from sympy.physics.mechanics import (LinearPathway, Point,
227
+ ... ReferenceFrame)
228
+ >>> from sympy.physics.vector import dynamicsymbols
229
+ >>> q = dynamicsymbols('q')
230
+ >>> N = ReferenceFrame('N')
231
+ >>> pA, pB = Point('pA'), Point('pB')
232
+ >>> pB.set_pos(pA, q*N.x)
233
+ >>> linear_pathway = LinearPathway(pA, pB)
234
+
235
+ Now create a symbol ``F`` to describe the magnitude of the (expansile)
236
+ force that will be produced along the pathway. The list of loads that
237
+ ``KanesMethod`` requires can be produced by calling the pathway's
238
+ ``to_loads`` method with ``F`` passed as the only argument.
239
+
240
+ >>> from sympy import symbols
241
+ >>> F = symbols('F')
242
+ >>> linear_pathway.to_loads(F)
243
+ [(pA, - F*q(t)/sqrt(q(t)**2)*N.x), (pB, F*q(t)/sqrt(q(t)**2)*N.x)]
244
+
245
+ Parameters
246
+ ==========
247
+
248
+ force : Expr
249
+ Magnitude of the force acting along the length of the pathway. As
250
+ per the sign conventions for the pathway length, pathway extension
251
+ velocity, and pair of point forces, if this ``Expr`` is positive
252
+ then the force will act to push the pair of points away from one
253
+ another (it is expansile).
254
+
255
+ """
256
+ relative_position = _point_pair_relative_position(*self.attachments)
257
+ loads = [
258
+ Force(self.attachments[0], -force*relative_position/self.length),
259
+ Force(self.attachments[-1], force*relative_position/self.length),
260
+ ]
261
+ return loads
262
+
263
+
264
+ class ObstacleSetPathway(PathwayBase):
265
+ """Obstacle-set pathway between a set of attachment points.
266
+
267
+ Explanation
268
+ ===========
269
+
270
+ An obstacle-set pathway forms a series of straight-line segment between
271
+ pairs of consecutive points in a set of points. It is similiar to multiple
272
+ linear pathways joined end-to-end. It will not interact with any other
273
+ objects in the system, i.e. an ``ObstacleSetPathway`` will intersect other
274
+ objects to ensure that the path between its pairs of points (its
275
+ attachments) is the shortest possible.
276
+
277
+ Examples
278
+ ========
279
+
280
+ To construct an obstacle-set pathway, three or more points are required to
281
+ be passed to the ``attachments`` parameter as a ``tuple``.
282
+
283
+ >>> from sympy.physics.mechanics import ObstacleSetPathway, Point
284
+ >>> pA, pB, pC, pD = Point('pA'), Point('pB'), Point('pC'), Point('pD')
285
+ >>> obstacle_set_pathway = ObstacleSetPathway(pA, pB, pC, pD)
286
+ >>> obstacle_set_pathway
287
+ ObstacleSetPathway(pA, pB, pC, pD)
288
+
289
+ The pathway created above isn't very interesting without the positions and
290
+ velocities of its attachment points being described. Without this its not
291
+ possible to describe how the pathway moves, i.e. its length or its
292
+ extension velocity.
293
+
294
+ >>> from sympy import cos, sin
295
+ >>> from sympy.physics.mechanics import ReferenceFrame
296
+ >>> from sympy.physics.vector import dynamicsymbols
297
+ >>> N = ReferenceFrame('N')
298
+ >>> q = dynamicsymbols('q')
299
+ >>> pO = Point('pO')
300
+ >>> pA.set_pos(pO, N.y)
301
+ >>> pB.set_pos(pO, -N.x)
302
+ >>> pC.set_pos(pA, cos(q) * N.x - (sin(q) + 1) * N.y)
303
+ >>> pD.set_pos(pA, sin(q) * N.x + (cos(q) - 1) * N.y)
304
+ >>> pB.pos_from(pA)
305
+ - N.x - N.y
306
+ >>> pC.pos_from(pA)
307
+ cos(q(t))*N.x + (-sin(q(t)) - 1)*N.y
308
+ >>> pD.pos_from(pA)
309
+ sin(q(t))*N.x + (cos(q(t)) - 1)*N.y
310
+
311
+ A pathway's length can be accessed via its ``length`` attribute.
312
+
313
+ >>> obstacle_set_pathway.length.simplify()
314
+ sqrt(2)*(sqrt(cos(q(t)) + 1) + 2)
315
+
316
+ A pathway's extension velocity can be accessed similarly via its
317
+ ``extension_velocity`` attribute.
318
+
319
+ >>> obstacle_set_pathway.extension_velocity.simplify()
320
+ -sqrt(2)*sin(q(t))*Derivative(q(t), t)/(2*sqrt(cos(q(t)) + 1))
321
+
322
+ Parameters
323
+ ==========
324
+
325
+ attachments : tuple[Point, Point]
326
+ The set of ``Point`` objects that define the segmented obstacle-set
327
+ pathway.
328
+
329
+ """
330
+
331
+ def __init__(self, *attachments):
332
+ """Initializer for ``ObstacleSetPathway``.
333
+
334
+ Parameters
335
+ ==========
336
+
337
+ attachments : tuple[Point, ...]
338
+ The set of ``Point`` objects that define the segmented obstacle-set
339
+ pathway.
340
+
341
+ """
342
+ super().__init__(*attachments)
343
+
344
+ @property
345
+ def attachments(self):
346
+ """The set of points defining a pathway's segmented path."""
347
+ return self._attachments
348
+
349
+ @attachments.setter
350
+ def attachments(self, attachments):
351
+ if hasattr(self, '_attachments'):
352
+ msg = (
353
+ f'Can\'t set attribute `attachments` to {repr(attachments)} '
354
+ f'as it is immutable.'
355
+ )
356
+ raise AttributeError(msg)
357
+ if len(attachments) <= 2:
358
+ msg = (
359
+ f'Value {repr(attachments)} passed to `attachments` was an '
360
+ f'iterable of length {len(attachments)}, must be an iterable '
361
+ f'of length 3 or greater.'
362
+ )
363
+ raise ValueError(msg)
364
+ for i, point in enumerate(attachments):
365
+ if not isinstance(point, Point):
366
+ msg = (
367
+ f'Value {repr(point)} passed to `attachments` at index '
368
+ f'{i} was of type {type(point)}, must be {Point}.'
369
+ )
370
+ raise TypeError(msg)
371
+ self._attachments = tuple(attachments)
372
+
373
+ @property
374
+ def length(self):
375
+ """Exact analytical expression for the pathway's length."""
376
+ length = S.Zero
377
+ attachment_pairs = zip(self.attachments[:-1], self.attachments[1:])
378
+ for attachment_pair in attachment_pairs:
379
+ length += _point_pair_length(*attachment_pair)
380
+ return length
381
+
382
+ @property
383
+ def extension_velocity(self):
384
+ """Exact analytical expression for the pathway's extension velocity."""
385
+ extension_velocity = S.Zero
386
+ attachment_pairs = zip(self.attachments[:-1], self.attachments[1:])
387
+ for attachment_pair in attachment_pairs:
388
+ extension_velocity += _point_pair_extension_velocity(*attachment_pair)
389
+ return extension_velocity
390
+
391
+ def to_loads(self, force):
392
+ """Loads required by the equations of motion method classes.
393
+
394
+ Explanation
395
+ ===========
396
+
397
+ ``KanesMethod`` requires a list of ``Point``-``Vector`` tuples to be
398
+ passed to the ``loads`` parameters of its ``kanes_equations`` method
399
+ when constructing the equations of motion. This method acts as a
400
+ utility to produce the correctly-structred pairs of points and vectors
401
+ required so that these can be easily concatenated with other items in
402
+ the list of loads and passed to ``KanesMethod.kanes_equations``. These
403
+ loads are also in the correct form to also be passed to the other
404
+ equations of motion method classes, e.g. ``LagrangesMethod``.
405
+
406
+ Examples
407
+ ========
408
+
409
+ The below example shows how to generate the loads produced in an
410
+ actuator that follows an obstacle-set pathway between four points and
411
+ produces an expansile force ``F``. First, create a pair of reference
412
+ frames, ``A`` and ``B``, in which the four points ``pA``, ``pB``,
413
+ ``pC``, and ``pD`` will be located. The first two points in frame ``A``
414
+ and the second two in frame ``B``. Frame ``B`` will also be oriented
415
+ such that it relates to ``A`` via a rotation of ``q`` about an axis
416
+ ``N.z`` in a global frame (``N.z``, ``A.z``, and ``B.z`` are parallel).
417
+
418
+ >>> from sympy.physics.mechanics import (ObstacleSetPathway, Point,
419
+ ... ReferenceFrame)
420
+ >>> from sympy.physics.vector import dynamicsymbols
421
+ >>> q = dynamicsymbols('q')
422
+ >>> N = ReferenceFrame('N')
423
+ >>> N = ReferenceFrame('N')
424
+ >>> A = N.orientnew('A', 'axis', (0, N.x))
425
+ >>> B = A.orientnew('B', 'axis', (q, N.z))
426
+ >>> pO = Point('pO')
427
+ >>> pA, pB, pC, pD = Point('pA'), Point('pB'), Point('pC'), Point('pD')
428
+ >>> pA.set_pos(pO, A.x)
429
+ >>> pB.set_pos(pO, -A.y)
430
+ >>> pC.set_pos(pO, B.y)
431
+ >>> pD.set_pos(pO, B.x)
432
+ >>> obstacle_set_pathway = ObstacleSetPathway(pA, pB, pC, pD)
433
+
434
+ Now create a symbol ``F`` to describe the magnitude of the (expansile)
435
+ force that will be produced along the pathway. The list of loads that
436
+ ``KanesMethod`` requires can be produced by calling the pathway's
437
+ ``to_loads`` method with ``F`` passed as the only argument.
438
+
439
+ >>> from sympy import Symbol
440
+ >>> F = Symbol('F')
441
+ >>> obstacle_set_pathway.to_loads(F)
442
+ [(pA, sqrt(2)*F/2*A.x + sqrt(2)*F/2*A.y),
443
+ (pB, - sqrt(2)*F/2*A.x - sqrt(2)*F/2*A.y),
444
+ (pB, - F/sqrt(2*cos(q(t)) + 2)*A.y - F/sqrt(2*cos(q(t)) + 2)*B.y),
445
+ (pC, F/sqrt(2*cos(q(t)) + 2)*A.y + F/sqrt(2*cos(q(t)) + 2)*B.y),
446
+ (pC, - sqrt(2)*F/2*B.x + sqrt(2)*F/2*B.y),
447
+ (pD, sqrt(2)*F/2*B.x - sqrt(2)*F/2*B.y)]
448
+
449
+ Parameters
450
+ ==========
451
+
452
+ force : Expr
453
+ The force acting along the length of the pathway. It is assumed
454
+ that this ``Expr`` represents an expansile force.
455
+
456
+ """
457
+ loads = []
458
+ attachment_pairs = zip(self.attachments[:-1], self.attachments[1:])
459
+ for attachment_pair in attachment_pairs:
460
+ relative_position = _point_pair_relative_position(*attachment_pair)
461
+ length = _point_pair_length(*attachment_pair)
462
+ loads.extend([
463
+ Force(attachment_pair[0], -force*relative_position/length),
464
+ Force(attachment_pair[1], force*relative_position/length),
465
+ ])
466
+ return loads
467
+
468
+
469
+ class WrappingPathway(PathwayBase):
470
+ """Pathway that wraps a geometry object.
471
+
472
+ Explanation
473
+ ===========
474
+
475
+ A wrapping pathway interacts with a geometry object and forms a path that
476
+ wraps smoothly along its surface. The wrapping pathway along the geometry
477
+ object will be the geodesic that the geometry object defines based on the
478
+ two points. It will not interact with any other objects in the system, i.e.
479
+ a ``WrappingPathway`` will intersect other objects to ensure that the path
480
+ between its two ends (its attachments) is the shortest possible.
481
+
482
+ To explain the sign conventions used for pathway length, extension
483
+ velocity, and direction of applied forces, we can ignore the geometry with
484
+ which the wrapping pathway interacts. A wrapping pathway is made up of two
485
+ points that can move relative to each other, and a pair of equal and
486
+ opposite forces acting on the points. If the positive time-varying
487
+ Euclidean distance between the two points is defined, then the "extension
488
+ velocity" is the time derivative of this distance. The extension velocity
489
+ is positive when the two points are moving away from each other and
490
+ negative when moving closer to each other. The direction for the force
491
+ acting on either point is determined by constructing a unit vector directed
492
+ from the other point to this point. This establishes a sign convention such
493
+ that a positive force magnitude tends to push the points apart. The
494
+ following diagram shows the positive force sense and the distance between
495
+ the points::
496
+
497
+ P Q
498
+ o<--- F --->o
499
+ | |
500
+ |<--l(t)--->|
501
+
502
+ Examples
503
+ ========
504
+
505
+ >>> from sympy.physics.mechanics import WrappingPathway
506
+
507
+ To construct a wrapping pathway, like other pathways, a pair of points must
508
+ be passed, followed by an instance of a wrapping geometry class as a
509
+ keyword argument. We'll use a cylinder with radius ``r`` and its axis
510
+ parallel to ``N.x`` passing through a point ``pO``.
511
+
512
+ >>> from sympy import symbols
513
+ >>> from sympy.physics.mechanics import Point, ReferenceFrame, WrappingCylinder
514
+ >>> r = symbols('r')
515
+ >>> N = ReferenceFrame('N')
516
+ >>> pA, pB, pO = Point('pA'), Point('pB'), Point('pO')
517
+ >>> cylinder = WrappingCylinder(r, pO, N.x)
518
+ >>> wrapping_pathway = WrappingPathway(pA, pB, cylinder)
519
+ >>> wrapping_pathway
520
+ WrappingPathway(pA, pB, geometry=WrappingCylinder(radius=r, point=pO,
521
+ axis=N.x))
522
+
523
+ Parameters
524
+ ==========
525
+
526
+ attachment_1 : Point
527
+ First of the pair of ``Point`` objects between which the wrapping
528
+ pathway spans.
529
+ attachment_2 : Point
530
+ Second of the pair of ``Point`` objects between which the wrapping
531
+ pathway spans.
532
+ geometry : WrappingGeometryBase
533
+ Geometry about which the pathway wraps.
534
+
535
+ """
536
+
537
+ def __init__(self, attachment_1, attachment_2, geometry):
538
+ """Initializer for ``WrappingPathway``.
539
+
540
+ Parameters
541
+ ==========
542
+
543
+ attachment_1 : Point
544
+ First of the pair of ``Point`` objects between which the wrapping
545
+ pathway spans.
546
+ attachment_2 : Point
547
+ Second of the pair of ``Point`` objects between which the wrapping
548
+ pathway spans.
549
+ geometry : WrappingGeometryBase
550
+ Geometry about which the pathway wraps.
551
+ The geometry about which the pathway wraps.
552
+
553
+ """
554
+ super().__init__(attachment_1, attachment_2)
555
+ self.geometry = geometry
556
+
557
+ @property
558
+ def geometry(self):
559
+ """Geometry around which the pathway wraps."""
560
+ return self._geometry
561
+
562
+ @geometry.setter
563
+ def geometry(self, geometry):
564
+ if hasattr(self, '_geometry'):
565
+ msg = (
566
+ f'Can\'t set attribute `geometry` to {repr(geometry)} as it '
567
+ f'is immutable.'
568
+ )
569
+ raise AttributeError(msg)
570
+ if not isinstance(geometry, WrappingGeometryBase):
571
+ msg = (
572
+ f'Value {repr(geometry)} passed to `geometry` was of type '
573
+ f'{type(geometry)}, must be {WrappingGeometryBase}.'
574
+ )
575
+ raise TypeError(msg)
576
+ self._geometry = geometry
577
+
578
+ @property
579
+ def length(self):
580
+ """Exact analytical expression for the pathway's length."""
581
+ return self.geometry.geodesic_length(*self.attachments)
582
+
583
+ @property
584
+ def extension_velocity(self):
585
+ """Exact analytical expression for the pathway's extension velocity."""
586
+ return self.length.diff(dynamicsymbols._t)
587
+
588
+ def to_loads(self, force):
589
+ """Loads required by the equations of motion method classes.
590
+
591
+ Explanation
592
+ ===========
593
+
594
+ ``KanesMethod`` requires a list of ``Point``-``Vector`` tuples to be
595
+ passed to the ``loads`` parameters of its ``kanes_equations`` method
596
+ when constructing the equations of motion. This method acts as a
597
+ utility to produce the correctly-structred pairs of points and vectors
598
+ required so that these can be easily concatenated with other items in
599
+ the list of loads and passed to ``KanesMethod.kanes_equations``. These
600
+ loads are also in the correct form to also be passed to the other
601
+ equations of motion method classes, e.g. ``LagrangesMethod``.
602
+
603
+ Examples
604
+ ========
605
+
606
+ The below example shows how to generate the loads produced in an
607
+ actuator that produces an expansile force ``F`` while wrapping around a
608
+ cylinder. First, create a cylinder with radius ``r`` and an axis
609
+ parallel to the ``N.z`` direction of the global frame ``N`` that also
610
+ passes through a point ``pO``.
611
+
612
+ >>> from sympy import symbols
613
+ >>> from sympy.physics.mechanics import (Point, ReferenceFrame,
614
+ ... WrappingCylinder)
615
+ >>> N = ReferenceFrame('N')
616
+ >>> r = symbols('r', positive=True)
617
+ >>> pO = Point('pO')
618
+ >>> cylinder = WrappingCylinder(r, pO, N.z)
619
+
620
+ Create the pathway of the actuator using the ``WrappingPathway`` class,
621
+ defined to span between two points ``pA`` and ``pB``. Both points lie
622
+ on the surface of the cylinder and the location of ``pB`` is defined
623
+ relative to ``pA`` by the dynamics symbol ``q``.
624
+
625
+ >>> from sympy import cos, sin
626
+ >>> from sympy.physics.mechanics import WrappingPathway, dynamicsymbols
627
+ >>> q = dynamicsymbols('q')
628
+ >>> pA = Point('pA')
629
+ >>> pB = Point('pB')
630
+ >>> pA.set_pos(pO, r*N.x)
631
+ >>> pB.set_pos(pO, r*(cos(q)*N.x + sin(q)*N.y))
632
+ >>> pB.pos_from(pA)
633
+ (r*cos(q(t)) - r)*N.x + r*sin(q(t))*N.y
634
+ >>> pathway = WrappingPathway(pA, pB, cylinder)
635
+
636
+ Now create a symbol ``F`` to describe the magnitude of the (expansile)
637
+ force that will be produced along the pathway. The list of loads that
638
+ ``KanesMethod`` requires can be produced by calling the pathway's
639
+ ``to_loads`` method with ``F`` passed as the only argument.
640
+
641
+ >>> F = symbols('F')
642
+ >>> loads = pathway.to_loads(F)
643
+ >>> [load.__class__(load.location, load.vector.simplify()) for load in loads]
644
+ [(pA, F*N.y), (pB, F*sin(q(t))*N.x - F*cos(q(t))*N.y),
645
+ (pO, - F*sin(q(t))*N.x + F*(cos(q(t)) - 1)*N.y)]
646
+
647
+ Parameters
648
+ ==========
649
+
650
+ force : Expr
651
+ Magnitude of the force acting along the length of the pathway. It
652
+ is assumed that this ``Expr`` represents an expansile force.
653
+
654
+ """
655
+ pA, pB = self.attachments
656
+ pO = self.geometry.point
657
+ pA_force, pB_force = self.geometry.geodesic_end_vectors(pA, pB)
658
+ pO_force = -(pA_force + pB_force)
659
+
660
+ loads = [
661
+ Force(pA, force * pA_force),
662
+ Force(pB, force * pB_force),
663
+ Force(pO, force * pO_force),
664
+ ]
665
+ return loads
666
+
667
+ def __repr__(self):
668
+ """Representation of a ``WrappingPathway``."""
669
+ attachments = ', '.join(str(a) for a in self.attachments)
670
+ return (
671
+ f'{self.__class__.__name__}({attachments}, '
672
+ f'geometry={self.geometry})'
673
+ )
674
+
675
+
676
+ def _point_pair_relative_position(point_1, point_2):
677
+ """The relative position between a pair of points."""
678
+ return point_2.pos_from(point_1)
679
+
680
+
681
+ def _point_pair_length(point_1, point_2):
682
+ """The length of the direct linear path between two points."""
683
+ return _point_pair_relative_position(point_1, point_2).magnitude()
684
+
685
+
686
+ def _point_pair_extension_velocity(point_1, point_2):
687
+ """The extension velocity of the direct linear path between two points."""
688
+ return _point_pair_length(point_1, point_2).diff(dynamicsymbols._t)
mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/system.py ADDED
@@ -0,0 +1,1553 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from functools import wraps
2
+
3
+ from sympy.core.basic import Basic
4
+ from sympy.matrices.immutable import ImmutableMatrix
5
+ from sympy.matrices.dense import Matrix, eye, zeros
6
+ from sympy.core.containers import OrderedSet
7
+ from sympy.physics.mechanics.actuator import ActuatorBase
8
+ from sympy.physics.mechanics.body_base import BodyBase
9
+ from sympy.physics.mechanics.functions import (
10
+ Lagrangian, _validate_coordinates, find_dynamicsymbols)
11
+ from sympy.physics.mechanics.joint import Joint
12
+ from sympy.physics.mechanics.kane import KanesMethod
13
+ from sympy.physics.mechanics.lagrange import LagrangesMethod
14
+ from sympy.physics.mechanics.loads import _parse_load, gravity
15
+ from sympy.physics.mechanics.method import _Methods
16
+ from sympy.physics.mechanics.particle import Particle
17
+ from sympy.physics.vector import Point, ReferenceFrame, dynamicsymbols
18
+ from sympy.utilities.iterables import iterable
19
+ from sympy.utilities.misc import filldedent
20
+
21
+ __all__ = ['SymbolicSystem', 'System']
22
+
23
+
24
+ def _reset_eom_method(method):
25
+ """Decorator to reset the eom_method if a property is changed."""
26
+
27
+ @wraps(method)
28
+ def wrapper(self, *args, **kwargs):
29
+ self._eom_method = None
30
+ return method(self, *args, **kwargs)
31
+
32
+ return wrapper
33
+
34
+
35
+ class System(_Methods):
36
+ """Class to define a multibody system and form its equations of motion.
37
+
38
+ Explanation
39
+ ===========
40
+
41
+ A ``System`` instance stores the different objects associated with a model,
42
+ including bodies, joints, constraints, and other relevant information. With
43
+ all the relationships between components defined, the ``System`` can be used
44
+ to form the equations of motion using a backend, such as ``KanesMethod``.
45
+ The ``System`` has been designed to be compatible with third-party
46
+ libraries for greater flexibility and integration with other tools.
47
+
48
+ Attributes
49
+ ==========
50
+
51
+ frame : ReferenceFrame
52
+ Inertial reference frame of the system.
53
+ fixed_point : Point
54
+ A fixed point in the inertial reference frame.
55
+ x : Vector
56
+ Unit vector fixed in the inertial reference frame.
57
+ y : Vector
58
+ Unit vector fixed in the inertial reference frame.
59
+ z : Vector
60
+ Unit vector fixed in the inertial reference frame.
61
+ q : ImmutableMatrix
62
+ Matrix of all the generalized coordinates, i.e. the independent
63
+ generalized coordinates stacked upon the dependent.
64
+ u : ImmutableMatrix
65
+ Matrix of all the generalized speeds, i.e. the independent generealized
66
+ speeds stacked upon the dependent.
67
+ q_ind : ImmutableMatrix
68
+ Matrix of the independent generalized coordinates.
69
+ q_dep : ImmutableMatrix
70
+ Matrix of the dependent generalized coordinates.
71
+ u_ind : ImmutableMatrix
72
+ Matrix of the independent generalized speeds.
73
+ u_dep : ImmutableMatrix
74
+ Matrix of the dependent generalized speeds.
75
+ u_aux : ImmutableMatrix
76
+ Matrix of auxiliary generalized speeds.
77
+ kdes : ImmutableMatrix
78
+ Matrix of the kinematical differential equations as expressions equated
79
+ to the zero matrix.
80
+ bodies : tuple of BodyBase subclasses
81
+ Tuple of all bodies that make up the system.
82
+ joints : tuple of Joint
83
+ Tuple of all joints that connect bodies in the system.
84
+ loads : tuple of LoadBase subclasses
85
+ Tuple of all loads that have been applied to the system.
86
+ actuators : tuple of ActuatorBase subclasses
87
+ Tuple of all actuators present in the system.
88
+ holonomic_constraints : ImmutableMatrix
89
+ Matrix with the holonomic constraints as expressions equated to the zero
90
+ matrix.
91
+ nonholonomic_constraints : ImmutableMatrix
92
+ Matrix with the nonholonomic constraints as expressions equated to the
93
+ zero matrix.
94
+ velocity_constraints : ImmutableMatrix
95
+ Matrix with the velocity constraints as expressions equated to the zero
96
+ matrix. These are by default derived as the time derivatives of the
97
+ holonomic constraints extended with the nonholonomic constraints.
98
+ eom_method : subclass of KanesMethod or LagrangesMethod
99
+ Backend for forming the equations of motion.
100
+
101
+ Examples
102
+ ========
103
+
104
+ In the example below a cart with a pendulum is created. The cart moves along
105
+ the x axis of the rail and the pendulum rotates about the z axis. The length
106
+ of the pendulum is ``l`` with the pendulum represented as a particle. To
107
+ move the cart a time dependent force ``F`` is applied to the cart.
108
+
109
+ We first need to import some functions and create some of our variables.
110
+
111
+ >>> from sympy import symbols, simplify
112
+ >>> from sympy.physics.mechanics import (
113
+ ... mechanics_printing, dynamicsymbols, RigidBody, Particle,
114
+ ... ReferenceFrame, PrismaticJoint, PinJoint, System)
115
+ >>> mechanics_printing(pretty_print=False)
116
+ >>> g, l = symbols('g l')
117
+ >>> F = dynamicsymbols('F')
118
+
119
+ The next step is to create bodies. It is also useful to create a frame for
120
+ locating the particle with respect to the pin joint later on, as a particle
121
+ does not have a body-fixed frame.
122
+
123
+ >>> rail = RigidBody('rail')
124
+ >>> cart = RigidBody('cart')
125
+ >>> bob = Particle('bob')
126
+ >>> bob_frame = ReferenceFrame('bob_frame')
127
+
128
+ Initialize the system, with the rail as the Newtonian reference. The body is
129
+ also automatically added to the system.
130
+
131
+ >>> system = System.from_newtonian(rail)
132
+ >>> print(system.bodies[0])
133
+ rail
134
+
135
+ Create the joints, while immediately also adding them to the system.
136
+
137
+ >>> system.add_joints(
138
+ ... PrismaticJoint('slider', rail, cart, joint_axis=rail.x),
139
+ ... PinJoint('pin', cart, bob, joint_axis=cart.z,
140
+ ... child_interframe=bob_frame,
141
+ ... child_point=l * bob_frame.y)
142
+ ... )
143
+ >>> system.joints
144
+ (PrismaticJoint: slider parent: rail child: cart,
145
+ PinJoint: pin parent: cart child: bob)
146
+
147
+ While adding the joints, the associated generalized coordinates, generalized
148
+ speeds, kinematic differential equations and bodies are also added to the
149
+ system.
150
+
151
+ >>> system.q
152
+ Matrix([
153
+ [q_slider],
154
+ [ q_pin]])
155
+ >>> system.u
156
+ Matrix([
157
+ [u_slider],
158
+ [ u_pin]])
159
+ >>> system.kdes
160
+ Matrix([
161
+ [u_slider - q_slider'],
162
+ [ u_pin - q_pin']])
163
+ >>> [body.name for body in system.bodies]
164
+ ['rail', 'cart', 'bob']
165
+
166
+ With the kinematics established, we can now apply gravity and the cart force
167
+ ``F``.
168
+
169
+ >>> system.apply_uniform_gravity(-g * system.y)
170
+ >>> system.add_loads((cart.masscenter, F * rail.x))
171
+ >>> system.loads
172
+ ((rail_masscenter, - g*rail_mass*rail_frame.y),
173
+ (cart_masscenter, - cart_mass*g*rail_frame.y),
174
+ (bob_masscenter, - bob_mass*g*rail_frame.y),
175
+ (cart_masscenter, F*rail_frame.x))
176
+
177
+ With the entire system defined, we can now form the equations of motion.
178
+ Before forming the equations of motion, one can also run some checks that
179
+ will try to identify some common errors.
180
+
181
+ >>> system.validate_system()
182
+ >>> system.form_eoms()
183
+ Matrix([
184
+ [bob_mass*l*u_pin**2*sin(q_pin) - bob_mass*l*cos(q_pin)*u_pin'
185
+ - (bob_mass + cart_mass)*u_slider' + F],
186
+ [ -bob_mass*g*l*sin(q_pin) - bob_mass*l**2*u_pin'
187
+ - bob_mass*l*cos(q_pin)*u_slider']])
188
+ >>> simplify(system.mass_matrix)
189
+ Matrix([
190
+ [ bob_mass + cart_mass, bob_mass*l*cos(q_pin)],
191
+ [bob_mass*l*cos(q_pin), bob_mass*l**2]])
192
+ >>> system.forcing
193
+ Matrix([
194
+ [bob_mass*l*u_pin**2*sin(q_pin) + F],
195
+ [ -bob_mass*g*l*sin(q_pin)]])
196
+
197
+ The complexity of the above example can be increased if we add a constraint
198
+ to prevent the particle from moving in the horizontal (x) direction. This
199
+ can be done by adding a holonomic constraint. After which we should also
200
+ redefine what our (in)dependent generalized coordinates and speeds are.
201
+
202
+ >>> system.add_holonomic_constraints(
203
+ ... bob.masscenter.pos_from(rail.masscenter).dot(system.x)
204
+ ... )
205
+ >>> system.q_ind = system.get_joint('pin').coordinates
206
+ >>> system.q_dep = system.get_joint('slider').coordinates
207
+ >>> system.u_ind = system.get_joint('pin').speeds
208
+ >>> system.u_dep = system.get_joint('slider').speeds
209
+
210
+ With the updated system the equations of motion can be formed again.
211
+
212
+ >>> system.validate_system()
213
+ >>> system.form_eoms()
214
+ Matrix([[-bob_mass*g*l*sin(q_pin)
215
+ - bob_mass*l**2*u_pin'
216
+ - bob_mass*l*cos(q_pin)*u_slider'
217
+ - l*(bob_mass*l*u_pin**2*sin(q_pin)
218
+ - bob_mass*l*cos(q_pin)*u_pin'
219
+ - (bob_mass + cart_mass)*u_slider')*cos(q_pin)
220
+ - l*F*cos(q_pin)]])
221
+ >>> simplify(system.mass_matrix)
222
+ Matrix([
223
+ [bob_mass*l**2*sin(q_pin)**2, -cart_mass*l*cos(q_pin)],
224
+ [ l*cos(q_pin), 1]])
225
+ >>> simplify(system.forcing)
226
+ Matrix([
227
+ [-l*(bob_mass*g*sin(q_pin) + bob_mass*l*u_pin**2*sin(2*q_pin)/2
228
+ + F*cos(q_pin))],
229
+ [
230
+ l*u_pin**2*sin(q_pin)]])
231
+
232
+ """
233
+
234
+ def __init__(self, frame=None, fixed_point=None):
235
+ """Initialize the system.
236
+
237
+ Parameters
238
+ ==========
239
+
240
+ frame : ReferenceFrame, optional
241
+ The inertial frame of the system. If none is supplied, a new frame
242
+ will be created.
243
+ fixed_point : Point, optional
244
+ A fixed point in the inertial reference frame. If none is supplied,
245
+ a new fixed_point will be created.
246
+
247
+ """
248
+ if frame is None:
249
+ frame = ReferenceFrame('inertial_frame')
250
+ elif not isinstance(frame, ReferenceFrame):
251
+ raise TypeError('Frame must be an instance of ReferenceFrame.')
252
+ self._frame = frame
253
+ if fixed_point is None:
254
+ fixed_point = Point('inertial_point')
255
+ elif not isinstance(fixed_point, Point):
256
+ raise TypeError('Fixed point must be an instance of Point.')
257
+ self._fixed_point = fixed_point
258
+ self._fixed_point.set_vel(self._frame, 0)
259
+ self._q_ind = ImmutableMatrix(1, 0, []).T
260
+ self._q_dep = ImmutableMatrix(1, 0, []).T
261
+ self._u_ind = ImmutableMatrix(1, 0, []).T
262
+ self._u_dep = ImmutableMatrix(1, 0, []).T
263
+ self._u_aux = ImmutableMatrix(1, 0, []).T
264
+ self._kdes = ImmutableMatrix(1, 0, []).T
265
+ self._hol_coneqs = ImmutableMatrix(1, 0, []).T
266
+ self._nonhol_coneqs = ImmutableMatrix(1, 0, []).T
267
+ self._vel_constrs = None
268
+ self._bodies = []
269
+ self._joints = []
270
+ self._loads = []
271
+ self._actuators = []
272
+ self._eom_method = None
273
+
274
+ @classmethod
275
+ def from_newtonian(cls, newtonian):
276
+ """Constructs the system with respect to a Newtonian body."""
277
+ if isinstance(newtonian, Particle):
278
+ raise TypeError('A Particle has no frame so cannot act as '
279
+ 'the Newtonian.')
280
+ system = cls(frame=newtonian.frame, fixed_point=newtonian.masscenter)
281
+ system.add_bodies(newtonian)
282
+ return system
283
+
284
+ @property
285
+ def fixed_point(self):
286
+ """Fixed point in the inertial reference frame."""
287
+ return self._fixed_point
288
+
289
+ @property
290
+ def frame(self):
291
+ """Inertial reference frame of the system."""
292
+ return self._frame
293
+
294
+ @property
295
+ def x(self):
296
+ """Unit vector fixed in the inertial reference frame."""
297
+ return self._frame.x
298
+
299
+ @property
300
+ def y(self):
301
+ """Unit vector fixed in the inertial reference frame."""
302
+ return self._frame.y
303
+
304
+ @property
305
+ def z(self):
306
+ """Unit vector fixed in the inertial reference frame."""
307
+ return self._frame.z
308
+
309
+ @property
310
+ def bodies(self):
311
+ """Tuple of all bodies that have been added to the system."""
312
+ return tuple(self._bodies)
313
+
314
+ @bodies.setter
315
+ @_reset_eom_method
316
+ def bodies(self, bodies):
317
+ bodies = self._objects_to_list(bodies)
318
+ self._check_objects(bodies, [], BodyBase, 'Bodies', 'bodies')
319
+ self._bodies = bodies
320
+
321
+ @property
322
+ def joints(self):
323
+ """Tuple of all joints that have been added to the system."""
324
+ return tuple(self._joints)
325
+
326
+ @joints.setter
327
+ @_reset_eom_method
328
+ def joints(self, joints):
329
+ joints = self._objects_to_list(joints)
330
+ self._check_objects(joints, [], Joint, 'Joints', 'joints')
331
+ self._joints = []
332
+ self.add_joints(*joints)
333
+
334
+ @property
335
+ def loads(self):
336
+ """Tuple of loads that have been applied on the system."""
337
+ return tuple(self._loads)
338
+
339
+ @loads.setter
340
+ @_reset_eom_method
341
+ def loads(self, loads):
342
+ loads = self._objects_to_list(loads)
343
+ self._loads = [_parse_load(load) for load in loads]
344
+
345
+ @property
346
+ def actuators(self):
347
+ """Tuple of actuators present in the system."""
348
+ return tuple(self._actuators)
349
+
350
+ @actuators.setter
351
+ @_reset_eom_method
352
+ def actuators(self, actuators):
353
+ actuators = self._objects_to_list(actuators)
354
+ self._check_objects(actuators, [], ActuatorBase, 'Actuators',
355
+ 'actuators')
356
+ self._actuators = actuators
357
+
358
+ @property
359
+ def q(self):
360
+ """Matrix of all the generalized coordinates with the independent
361
+ stacked upon the dependent."""
362
+ return self._q_ind.col_join(self._q_dep)
363
+
364
+ @property
365
+ def u(self):
366
+ """Matrix of all the generalized speeds with the independent stacked
367
+ upon the dependent."""
368
+ return self._u_ind.col_join(self._u_dep)
369
+
370
+ @property
371
+ def q_ind(self):
372
+ """Matrix of the independent generalized coordinates."""
373
+ return self._q_ind
374
+
375
+ @q_ind.setter
376
+ @_reset_eom_method
377
+ def q_ind(self, q_ind):
378
+ self._q_ind, self._q_dep = self._parse_coordinates(
379
+ self._objects_to_list(q_ind), True, [], self.q_dep, 'coordinates')
380
+
381
+ @property
382
+ def q_dep(self):
383
+ """Matrix of the dependent generalized coordinates."""
384
+ return self._q_dep
385
+
386
+ @q_dep.setter
387
+ @_reset_eom_method
388
+ def q_dep(self, q_dep):
389
+ self._q_ind, self._q_dep = self._parse_coordinates(
390
+ self._objects_to_list(q_dep), False, self.q_ind, [], 'coordinates')
391
+
392
+ @property
393
+ def u_ind(self):
394
+ """Matrix of the independent generalized speeds."""
395
+ return self._u_ind
396
+
397
+ @u_ind.setter
398
+ @_reset_eom_method
399
+ def u_ind(self, u_ind):
400
+ self._u_ind, self._u_dep = self._parse_coordinates(
401
+ self._objects_to_list(u_ind), True, [], self.u_dep, 'speeds')
402
+
403
+ @property
404
+ def u_dep(self):
405
+ """Matrix of the dependent generalized speeds."""
406
+ return self._u_dep
407
+
408
+ @u_dep.setter
409
+ @_reset_eom_method
410
+ def u_dep(self, u_dep):
411
+ self._u_ind, self._u_dep = self._parse_coordinates(
412
+ self._objects_to_list(u_dep), False, self.u_ind, [], 'speeds')
413
+
414
+ @property
415
+ def u_aux(self):
416
+ """Matrix of auxiliary generalized speeds."""
417
+ return self._u_aux
418
+
419
+ @u_aux.setter
420
+ @_reset_eom_method
421
+ def u_aux(self, u_aux):
422
+ self._u_aux = self._parse_coordinates(
423
+ self._objects_to_list(u_aux), True, [], [], 'u_auxiliary')[0]
424
+
425
+ @property
426
+ def kdes(self):
427
+ """Kinematical differential equations as expressions equated to the zero
428
+ matrix. These equations describe the coupling between the generalized
429
+ coordinates and the generalized speeds."""
430
+ return self._kdes
431
+
432
+ @kdes.setter
433
+ @_reset_eom_method
434
+ def kdes(self, kdes):
435
+ kdes = self._objects_to_list(kdes)
436
+ self._kdes = self._parse_expressions(
437
+ kdes, [], 'kinematic differential equations')
438
+
439
+ @property
440
+ def holonomic_constraints(self):
441
+ """Matrix with the holonomic constraints as expressions equated to the
442
+ zero matrix."""
443
+ return self._hol_coneqs
444
+
445
+ @holonomic_constraints.setter
446
+ @_reset_eom_method
447
+ def holonomic_constraints(self, constraints):
448
+ constraints = self._objects_to_list(constraints)
449
+ self._hol_coneqs = self._parse_expressions(
450
+ constraints, [], 'holonomic constraints')
451
+
452
+ @property
453
+ def nonholonomic_constraints(self):
454
+ """Matrix with the nonholonomic constraints as expressions equated to
455
+ the zero matrix."""
456
+ return self._nonhol_coneqs
457
+
458
+ @nonholonomic_constraints.setter
459
+ @_reset_eom_method
460
+ def nonholonomic_constraints(self, constraints):
461
+ constraints = self._objects_to_list(constraints)
462
+ self._nonhol_coneqs = self._parse_expressions(
463
+ constraints, [], 'nonholonomic constraints')
464
+
465
+ @property
466
+ def velocity_constraints(self):
467
+ """Matrix with the velocity constraints as expressions equated to the
468
+ zero matrix. The velocity constraints are by default derived from the
469
+ holonomic and nonholonomic constraints unless they are explicitly set.
470
+ """
471
+ if self._vel_constrs is None:
472
+ return self.holonomic_constraints.diff(dynamicsymbols._t).col_join(
473
+ self.nonholonomic_constraints)
474
+ return self._vel_constrs
475
+
476
+ @velocity_constraints.setter
477
+ @_reset_eom_method
478
+ def velocity_constraints(self, constraints):
479
+ if constraints is None:
480
+ self._vel_constrs = None
481
+ return
482
+ constraints = self._objects_to_list(constraints)
483
+ self._vel_constrs = self._parse_expressions(
484
+ constraints, [], 'velocity constraints')
485
+
486
+ @property
487
+ def eom_method(self):
488
+ """Backend for forming the equations of motion."""
489
+ return self._eom_method
490
+
491
+ @staticmethod
492
+ def _objects_to_list(lst):
493
+ """Helper to convert passed objects to a list."""
494
+ if not iterable(lst): # Only one object
495
+ return [lst]
496
+ return list(lst[:]) # converts Matrix and tuple to flattened list
497
+
498
+ @staticmethod
499
+ def _check_objects(objects, obj_lst, expected_type, obj_name, type_name):
500
+ """Helper to check the objects that are being added to the system.
501
+
502
+ Explanation
503
+ ===========
504
+ This method checks that the objects that are being added to the system
505
+ are of the correct type and have not already been added. If any of the
506
+ objects are not of the correct type or have already been added, then
507
+ an error is raised.
508
+
509
+ Parameters
510
+ ==========
511
+ objects : iterable
512
+ The objects that would be added to the system.
513
+ obj_lst : list
514
+ The list of objects that are already in the system.
515
+ expected_type : type
516
+ The type that the objects should be.
517
+ obj_name : str
518
+ The name of the category of objects. This string is used to
519
+ formulate the error message for the user.
520
+ type_name : str
521
+ The name of the type that the objects should be. This string is used
522
+ to formulate the error message for the user.
523
+
524
+ """
525
+ seen = set(obj_lst)
526
+ duplicates = set()
527
+ wrong_types = set()
528
+ for obj in objects:
529
+ if not isinstance(obj, expected_type):
530
+ wrong_types.add(obj)
531
+ if obj in seen:
532
+ duplicates.add(obj)
533
+ else:
534
+ seen.add(obj)
535
+ if wrong_types:
536
+ raise TypeError(f'{obj_name} {wrong_types} are not {type_name}.')
537
+ if duplicates:
538
+ raise ValueError(f'{obj_name} {duplicates} have already been added '
539
+ f'to the system.')
540
+
541
+ def _parse_coordinates(self, new_coords, independent, old_coords_ind,
542
+ old_coords_dep, coord_type='coordinates'):
543
+ """Helper to parse coordinates and speeds."""
544
+ # Construct lists of the independent and dependent coordinates
545
+ coords_ind, coords_dep = old_coords_ind[:], old_coords_dep[:]
546
+ if not iterable(independent):
547
+ independent = [independent] * len(new_coords)
548
+ for coord, indep in zip(new_coords, independent):
549
+ if indep:
550
+ coords_ind.append(coord)
551
+ else:
552
+ coords_dep.append(coord)
553
+ # Check types and duplicates
554
+ current = {'coordinates': self.q_ind[:] + self.q_dep[:],
555
+ 'speeds': self.u_ind[:] + self.u_dep[:],
556
+ 'u_auxiliary': self._u_aux[:],
557
+ coord_type: coords_ind + coords_dep}
558
+ _validate_coordinates(**current)
559
+ return (ImmutableMatrix(1, len(coords_ind), coords_ind).T,
560
+ ImmutableMatrix(1, len(coords_dep), coords_dep).T)
561
+
562
+ @staticmethod
563
+ def _parse_expressions(new_expressions, old_expressions, name,
564
+ check_negatives=False):
565
+ """Helper to parse expressions like constraints."""
566
+ old_expressions = old_expressions[:]
567
+ new_expressions = list(new_expressions) # Converts a possible tuple
568
+ if check_negatives:
569
+ check_exprs = old_expressions + [-expr for expr in old_expressions]
570
+ else:
571
+ check_exprs = old_expressions
572
+ System._check_objects(new_expressions, check_exprs, Basic, name,
573
+ 'expressions')
574
+ for expr in new_expressions:
575
+ if expr == 0:
576
+ raise ValueError(f'Parsed {name} are zero.')
577
+ return ImmutableMatrix(1, len(old_expressions) + len(new_expressions),
578
+ old_expressions + new_expressions).T
579
+
580
+ @_reset_eom_method
581
+ def add_coordinates(self, *coordinates, independent=True):
582
+ """Add generalized coordinate(s) to the system.
583
+
584
+ Parameters
585
+ ==========
586
+
587
+ *coordinates : dynamicsymbols
588
+ One or more generalized coordinates to be added to the system.
589
+ independent : bool or list of bool, optional
590
+ Boolean whether a coordinate is dependent or independent. The
591
+ default is True, so the coordinates are added as independent by
592
+ default.
593
+
594
+ """
595
+ self._q_ind, self._q_dep = self._parse_coordinates(
596
+ coordinates, independent, self.q_ind, self.q_dep, 'coordinates')
597
+
598
+ @_reset_eom_method
599
+ def add_speeds(self, *speeds, independent=True):
600
+ """Add generalized speed(s) to the system.
601
+
602
+ Parameters
603
+ ==========
604
+
605
+ *speeds : dynamicsymbols
606
+ One or more generalized speeds to be added to the system.
607
+ independent : bool or list of bool, optional
608
+ Boolean whether a speed is dependent or independent. The default is
609
+ True, so the speeds are added as independent by default.
610
+
611
+ """
612
+ self._u_ind, self._u_dep = self._parse_coordinates(
613
+ speeds, independent, self.u_ind, self.u_dep, 'speeds')
614
+
615
+ @_reset_eom_method
616
+ def add_auxiliary_speeds(self, *speeds):
617
+ """Add auxiliary speed(s) to the system.
618
+
619
+ Parameters
620
+ ==========
621
+
622
+ *speeds : dynamicsymbols
623
+ One or more auxiliary speeds to be added to the system.
624
+
625
+ """
626
+ self._u_aux = self._parse_coordinates(
627
+ speeds, True, self._u_aux, [], 'u_auxiliary')[0]
628
+
629
+ @_reset_eom_method
630
+ def add_kdes(self, *kdes):
631
+ """Add kinematic differential equation(s) to the system.
632
+
633
+ Parameters
634
+ ==========
635
+
636
+ *kdes : Expr
637
+ One or more kinematic differential equations.
638
+
639
+ """
640
+ self._kdes = self._parse_expressions(
641
+ kdes, self.kdes, 'kinematic differential equations',
642
+ check_negatives=True)
643
+
644
+ @_reset_eom_method
645
+ def add_holonomic_constraints(self, *constraints):
646
+ """Add holonomic constraint(s) to the system.
647
+
648
+ Parameters
649
+ ==========
650
+
651
+ *constraints : Expr
652
+ One or more holonomic constraints, which are expressions that should
653
+ be zero.
654
+
655
+ """
656
+ self._hol_coneqs = self._parse_expressions(
657
+ constraints, self._hol_coneqs, 'holonomic constraints',
658
+ check_negatives=True)
659
+
660
+ @_reset_eom_method
661
+ def add_nonholonomic_constraints(self, *constraints):
662
+ """Add nonholonomic constraint(s) to the system.
663
+
664
+ Parameters
665
+ ==========
666
+
667
+ *constraints : Expr
668
+ One or more nonholonomic constraints, which are expressions that
669
+ should be zero.
670
+
671
+ """
672
+ self._nonhol_coneqs = self._parse_expressions(
673
+ constraints, self._nonhol_coneqs, 'nonholonomic constraints',
674
+ check_negatives=True)
675
+
676
+ @_reset_eom_method
677
+ def add_bodies(self, *bodies):
678
+ """Add body(ies) to the system.
679
+
680
+ Parameters
681
+ ==========
682
+
683
+ bodies : Particle or RigidBody
684
+ One or more bodies.
685
+
686
+ """
687
+ self._check_objects(bodies, self.bodies, BodyBase, 'Bodies', 'bodies')
688
+ self._bodies.extend(bodies)
689
+
690
+ @_reset_eom_method
691
+ def add_loads(self, *loads):
692
+ """Add load(s) to the system.
693
+
694
+ Parameters
695
+ ==========
696
+
697
+ *loads : Force or Torque
698
+ One or more loads.
699
+
700
+ """
701
+ loads = [_parse_load(load) for load in loads] # Checks the loads
702
+ self._loads.extend(loads)
703
+
704
+ @_reset_eom_method
705
+ def apply_uniform_gravity(self, acceleration):
706
+ """Apply uniform gravity to all bodies in the system by adding loads.
707
+
708
+ Parameters
709
+ ==========
710
+
711
+ acceleration : Vector
712
+ The acceleration due to gravity.
713
+
714
+ """
715
+ self.add_loads(*gravity(acceleration, *self.bodies))
716
+
717
+ @_reset_eom_method
718
+ def add_actuators(self, *actuators):
719
+ """Add actuator(s) to the system.
720
+
721
+ Parameters
722
+ ==========
723
+
724
+ *actuators : subclass of ActuatorBase
725
+ One or more actuators.
726
+
727
+ """
728
+ self._check_objects(actuators, self.actuators, ActuatorBase,
729
+ 'Actuators', 'actuators')
730
+ self._actuators.extend(actuators)
731
+
732
+ @_reset_eom_method
733
+ def add_joints(self, *joints):
734
+ """Add joint(s) to the system.
735
+
736
+ Explanation
737
+ ===========
738
+
739
+ This methods adds one or more joints to the system including its
740
+ associated objects, i.e. generalized coordinates, generalized speeds,
741
+ kinematic differential equations and the bodies.
742
+
743
+ Parameters
744
+ ==========
745
+
746
+ *joints : subclass of Joint
747
+ One or more joints.
748
+
749
+ Notes
750
+ =====
751
+
752
+ For the generalized coordinates, generalized speeds and bodies it is
753
+ checked whether they are already known by the system instance. If they
754
+ are, then they are not added. The kinematic differential equations are
755
+ however always added to the system, so you should not also manually add
756
+ those on beforehand.
757
+
758
+ """
759
+ self._check_objects(joints, self.joints, Joint, 'Joints', 'joints')
760
+ self._joints.extend(joints)
761
+ coordinates, speeds, kdes, bodies = (OrderedSet() for _ in range(4))
762
+ for joint in joints:
763
+ coordinates.update(joint.coordinates)
764
+ speeds.update(joint.speeds)
765
+ kdes.update(joint.kdes)
766
+ bodies.update((joint.parent, joint.child))
767
+ coordinates = coordinates.difference(self.q)
768
+ speeds = speeds.difference(self.u)
769
+ kdes = kdes.difference(self.kdes[:] + (-self.kdes)[:])
770
+ bodies = bodies.difference(self.bodies)
771
+ self.add_coordinates(*tuple(coordinates))
772
+ self.add_speeds(*tuple(speeds))
773
+ self.add_kdes(*(kde for kde in tuple(kdes) if not kde == 0))
774
+ self.add_bodies(*tuple(bodies))
775
+
776
+ def get_body(self, name):
777
+ """Retrieve a body from the system by name.
778
+
779
+ Parameters
780
+ ==========
781
+
782
+ name : str
783
+ The name of the body to retrieve.
784
+
785
+ Returns
786
+ =======
787
+
788
+ RigidBody or Particle
789
+ The body with the given name, or None if no such body exists.
790
+
791
+ """
792
+ for body in self._bodies:
793
+ if body.name == name:
794
+ return body
795
+
796
+ def get_joint(self, name):
797
+ """Retrieve a joint from the system by name.
798
+
799
+ Parameters
800
+ ==========
801
+
802
+ name : str
803
+ The name of the joint to retrieve.
804
+
805
+ Returns
806
+ =======
807
+
808
+ subclass of Joint
809
+ The joint with the given name, or None if no such joint exists.
810
+
811
+ """
812
+ for joint in self._joints:
813
+ if joint.name == name:
814
+ return joint
815
+
816
+ def _form_eoms(self):
817
+ return self.form_eoms()
818
+
819
+ def form_eoms(self, eom_method=KanesMethod, **kwargs):
820
+ """Form the equations of motion of the system.
821
+
822
+ Parameters
823
+ ==========
824
+
825
+ eom_method : subclass of KanesMethod or LagrangesMethod
826
+ Backend class to be used for forming the equations of motion. The
827
+ default is ``KanesMethod``.
828
+
829
+ Returns
830
+ ========
831
+
832
+ ImmutableMatrix
833
+ Vector of equations of motions.
834
+
835
+ Examples
836
+ ========
837
+
838
+ This is a simple example for a one degree of freedom translational
839
+ spring-mass-damper.
840
+
841
+ >>> from sympy import S, symbols
842
+ >>> from sympy.physics.mechanics import (
843
+ ... LagrangesMethod, dynamicsymbols, PrismaticJoint, Particle,
844
+ ... RigidBody, System)
845
+ >>> q = dynamicsymbols('q')
846
+ >>> qd = dynamicsymbols('q', 1)
847
+ >>> m, k, b = symbols('m k b')
848
+ >>> wall = RigidBody('W')
849
+ >>> system = System.from_newtonian(wall)
850
+ >>> bob = Particle('P', mass=m)
851
+ >>> bob.potential_energy = S.Half * k * q**2
852
+ >>> system.add_joints(PrismaticJoint('J', wall, bob, q, qd))
853
+ >>> system.add_loads((bob.masscenter, b * qd * system.x))
854
+ >>> system.form_eoms(LagrangesMethod)
855
+ Matrix([[-b*Derivative(q(t), t) + k*q(t) + m*Derivative(q(t), (t, 2))]])
856
+
857
+ We can also solve for the states using the 'rhs' method.
858
+
859
+ >>> system.rhs()
860
+ Matrix([
861
+ [ Derivative(q(t), t)],
862
+ [(b*Derivative(q(t), t) - k*q(t))/m]])
863
+
864
+ """
865
+ # KanesMethod does not accept empty iterables
866
+ loads = self.loads + tuple(
867
+ load for act in self.actuators for load in act.to_loads())
868
+ loads = loads if loads else None
869
+ if issubclass(eom_method, KanesMethod):
870
+ disallowed_kwargs = {
871
+ "frame", "q_ind", "u_ind", "kd_eqs", "q_dependent",
872
+ "u_dependent", "u_auxiliary", "configuration_constraints",
873
+ "velocity_constraints", "forcelist", "bodies"}
874
+ wrong_kwargs = disallowed_kwargs.intersection(kwargs)
875
+ if wrong_kwargs:
876
+ raise ValueError(
877
+ f"The following keyword arguments are not allowed to be "
878
+ f"overwritten in {eom_method.__name__}: {wrong_kwargs}.")
879
+ kwargs = {"frame": self.frame, "q_ind": self.q_ind,
880
+ "u_ind": self.u_ind, "kd_eqs": self.kdes,
881
+ "q_dependent": self.q_dep, "u_dependent": self.u_dep,
882
+ "configuration_constraints": self.holonomic_constraints,
883
+ "velocity_constraints": self.velocity_constraints,
884
+ "u_auxiliary": self.u_aux,
885
+ "forcelist": loads, "bodies": self.bodies,
886
+ "explicit_kinematics": False, **kwargs}
887
+ self._eom_method = eom_method(**kwargs)
888
+ elif issubclass(eom_method, LagrangesMethod):
889
+ disallowed_kwargs = {
890
+ "frame", "qs", "forcelist", "bodies", "hol_coneqs",
891
+ "nonhol_coneqs", "Lagrangian"}
892
+ wrong_kwargs = disallowed_kwargs.intersection(kwargs)
893
+ if wrong_kwargs:
894
+ raise ValueError(
895
+ f"The following keyword arguments are not allowed to be "
896
+ f"overwritten in {eom_method.__name__}: {wrong_kwargs}.")
897
+ kwargs = {"frame": self.frame, "qs": self.q, "forcelist": loads,
898
+ "bodies": self.bodies,
899
+ "hol_coneqs": self.holonomic_constraints,
900
+ "nonhol_coneqs": self.nonholonomic_constraints, **kwargs}
901
+ if "Lagrangian" not in kwargs:
902
+ kwargs["Lagrangian"] = Lagrangian(kwargs["frame"],
903
+ *kwargs["bodies"])
904
+ self._eom_method = eom_method(**kwargs)
905
+ else:
906
+ raise NotImplementedError(f'{eom_method} has not been implemented.')
907
+ return self.eom_method._form_eoms()
908
+
909
+ def rhs(self, inv_method=None):
910
+ """Compute the equations of motion in the explicit form.
911
+
912
+ Parameters
913
+ ==========
914
+
915
+ inv_method : str
916
+ The specific sympy inverse matrix calculation method to use. For a
917
+ list of valid methods, see
918
+ :meth:`~sympy.matrices.matrixbase.MatrixBase.inv`
919
+
920
+ Returns
921
+ ========
922
+
923
+ ImmutableMatrix
924
+ Equations of motion in the explicit form.
925
+
926
+ See Also
927
+ ========
928
+
929
+ sympy.physics.mechanics.kane.KanesMethod.rhs:
930
+ KanesMethod's ``rhs`` function.
931
+ sympy.physics.mechanics.lagrange.LagrangesMethod.rhs:
932
+ LagrangesMethod's ``rhs`` function.
933
+
934
+ """
935
+ return self.eom_method.rhs(inv_method=inv_method)
936
+
937
+ @property
938
+ def mass_matrix(self):
939
+ r"""The mass matrix of the system.
940
+
941
+ Explanation
942
+ ===========
943
+
944
+ The mass matrix $M_d$ and the forcing vector $f_d$ of a system describe
945
+ the system's dynamics according to the following equations:
946
+
947
+ .. math::
948
+ M_d \dot{u} = f_d
949
+
950
+ where $\dot{u}$ is the time derivative of the generalized speeds.
951
+
952
+ """
953
+ return self.eom_method.mass_matrix
954
+
955
+ @property
956
+ def mass_matrix_full(self):
957
+ r"""The mass matrix of the system, augmented by the kinematic
958
+ differential equations in explicit or implicit form.
959
+
960
+ Explanation
961
+ ===========
962
+
963
+ The full mass matrix $M_m$ and the full forcing vector $f_m$ of a system
964
+ describe the dynamics and kinematics according to the following
965
+ equation:
966
+
967
+ .. math::
968
+ M_m \dot{x} = f_m
969
+
970
+ where $x$ is the state vector stacking $q$ and $u$.
971
+
972
+ """
973
+ return self.eom_method.mass_matrix_full
974
+
975
+ @property
976
+ def forcing(self):
977
+ """The forcing vector of the system."""
978
+ return self.eom_method.forcing
979
+
980
+ @property
981
+ def forcing_full(self):
982
+ """The forcing vector of the system, augmented by the kinematic
983
+ differential equations in explicit or implicit form."""
984
+ return self.eom_method.forcing_full
985
+
986
+ def validate_system(self, eom_method=KanesMethod, check_duplicates=False):
987
+ """Validates the system using some basic checks.
988
+
989
+ Explanation
990
+ ===========
991
+
992
+ This method validates the system based on the following checks:
993
+
994
+ - The number of dependent generalized coordinates should equal the
995
+ number of holonomic constraints.
996
+ - All generalized coordinates defined by the joints should also be known
997
+ to the system.
998
+ - If ``KanesMethod`` is used as a ``eom_method``:
999
+ - All generalized speeds and kinematic differential equations
1000
+ defined by the joints should also be known to the system.
1001
+ - The number of dependent generalized speeds should equal the number
1002
+ of velocity constraints.
1003
+ - The number of generalized coordinates should be less than or equal
1004
+ to the number of generalized speeds.
1005
+ - The number of generalized coordinates should equal the number of
1006
+ kinematic differential equations.
1007
+ - If ``LagrangesMethod`` is used as ``eom_method``:
1008
+ - There should not be any generalized speeds that are not
1009
+ derivatives of the generalized coordinates (this includes the
1010
+ generalized speeds defined by the joints).
1011
+
1012
+ Parameters
1013
+ ==========
1014
+
1015
+ eom_method : subclass of KanesMethod or LagrangesMethod
1016
+ Backend class that will be used for forming the equations of motion.
1017
+ There are different checks for the different backends. The default
1018
+ is ``KanesMethod``.
1019
+ check_duplicates : bool
1020
+ Boolean whether the system should be checked for duplicate
1021
+ definitions. The default is False, because duplicates are already
1022
+ checked when adding objects to the system.
1023
+
1024
+ Notes
1025
+ =====
1026
+
1027
+ This method is not guaranteed to be backwards compatible as it may
1028
+ improve over time. The method can become both more and less strict in
1029
+ certain areas. However a well-defined system should always pass all
1030
+ these tests.
1031
+
1032
+ """
1033
+ msgs = []
1034
+ # Save some data in variables
1035
+ n_hc = self.holonomic_constraints.shape[0]
1036
+ n_vc = self.velocity_constraints.shape[0]
1037
+ n_q_dep, n_u_dep = self.q_dep.shape[0], self.u_dep.shape[0]
1038
+ q_set, u_set = set(self.q), set(self.u)
1039
+ n_q, n_u = len(q_set), len(u_set)
1040
+ # Check number of holonomic constraints
1041
+ if n_q_dep != n_hc:
1042
+ msgs.append(filldedent(f"""
1043
+ The number of dependent generalized coordinates {n_q_dep} should be
1044
+ equal to the number of holonomic constraints {n_hc}."""))
1045
+ # Check if all joint coordinates and speeds are present
1046
+ missing_q = set()
1047
+ for joint in self.joints:
1048
+ missing_q.update(set(joint.coordinates).difference(q_set))
1049
+ if missing_q:
1050
+ msgs.append(filldedent(f"""
1051
+ The generalized coordinates {missing_q} used in joints are not added
1052
+ to the system."""))
1053
+ # Method dependent checks
1054
+ if issubclass(eom_method, KanesMethod):
1055
+ n_kdes = len(self.kdes)
1056
+ missing_kdes, missing_u = set(), set()
1057
+ for joint in self.joints:
1058
+ missing_u.update(set(joint.speeds).difference(u_set))
1059
+ missing_kdes.update(set(joint.kdes).difference(
1060
+ self.kdes[:] + (-self.kdes)[:]))
1061
+ if missing_u:
1062
+ msgs.append(filldedent(f"""
1063
+ The generalized speeds {missing_u} used in joints are not added
1064
+ to the system."""))
1065
+ if missing_kdes:
1066
+ msgs.append(filldedent(f"""
1067
+ The kinematic differential equations {missing_kdes} used in
1068
+ joints are not added to the system."""))
1069
+ if n_u_dep != n_vc:
1070
+ msgs.append(filldedent(f"""
1071
+ The number of dependent generalized speeds {n_u_dep} should be
1072
+ equal to the number of velocity constraints {n_vc}."""))
1073
+ if n_q > n_u:
1074
+ msgs.append(filldedent(f"""
1075
+ The number of generalized coordinates {n_q} should be less than
1076
+ or equal to the number of generalized speeds {n_u}."""))
1077
+ if n_u != n_kdes:
1078
+ msgs.append(filldedent(f"""
1079
+ The number of generalized speeds {n_u} should be equal to the
1080
+ number of kinematic differential equations {n_kdes}."""))
1081
+ elif issubclass(eom_method, LagrangesMethod):
1082
+ not_qdots = set(self.u).difference(self.q.diff(dynamicsymbols._t))
1083
+ for joint in self.joints:
1084
+ not_qdots.update(set(
1085
+ joint.speeds).difference(self.q.diff(dynamicsymbols._t)))
1086
+ if not_qdots:
1087
+ msgs.append(filldedent(f"""
1088
+ The generalized speeds {not_qdots} are not supported by this
1089
+ method. Only derivatives of the generalized coordinates are
1090
+ supported. If these symbols are used in your expressions, then
1091
+ this will result in wrong equations of motion."""))
1092
+ if self.u_aux:
1093
+ msgs.append(filldedent(f"""
1094
+ This method does not support auxiliary speeds. If these symbols
1095
+ are used in your expressions, then this will result in wrong
1096
+ equations of motion. The auxiliary speeds are {self.u_aux}."""))
1097
+ else:
1098
+ raise NotImplementedError(f'{eom_method} has not been implemented.')
1099
+ if check_duplicates: # Should be redundant
1100
+ duplicates_to_check = [('generalized coordinates', self.q),
1101
+ ('generalized speeds', self.u),
1102
+ ('auxiliary speeds', self.u_aux),
1103
+ ('bodies', self.bodies),
1104
+ ('joints', self.joints)]
1105
+ for name, lst in duplicates_to_check:
1106
+ seen = set()
1107
+ duplicates = {x for x in lst if x in seen or seen.add(x)}
1108
+ if duplicates:
1109
+ msgs.append(filldedent(f"""
1110
+ The {name} {duplicates} exist multiple times within the
1111
+ system."""))
1112
+ if msgs:
1113
+ raise ValueError('\n'.join(msgs))
1114
+
1115
+
1116
+ class SymbolicSystem:
1117
+ """SymbolicSystem is a class that contains all the information about a
1118
+ system in a symbolic format such as the equations of motions and the bodies
1119
+ and loads in the system.
1120
+
1121
+ There are three ways that the equations of motion can be described for
1122
+ Symbolic System:
1123
+
1124
+
1125
+ [1] Explicit form where the kinematics and dynamics are combined
1126
+ x' = F_1(x, t, r, p)
1127
+
1128
+ [2] Implicit form where the kinematics and dynamics are combined
1129
+ M_2(x, p) x' = F_2(x, t, r, p)
1130
+
1131
+ [3] Implicit form where the kinematics and dynamics are separate
1132
+ M_3(q, p) u' = F_3(q, u, t, r, p)
1133
+ q' = G(q, u, t, r, p)
1134
+
1135
+ where
1136
+
1137
+ x : states, e.g. [q, u]
1138
+ t : time
1139
+ r : specified (exogenous) inputs
1140
+ p : constants
1141
+ q : generalized coordinates
1142
+ u : generalized speeds
1143
+ F_1 : right hand side of the combined equations in explicit form
1144
+ F_2 : right hand side of the combined equations in implicit form
1145
+ F_3 : right hand side of the dynamical equations in implicit form
1146
+ M_2 : mass matrix of the combined equations in implicit form
1147
+ M_3 : mass matrix of the dynamical equations in implicit form
1148
+ G : right hand side of the kinematical differential equations
1149
+
1150
+ Parameters
1151
+ ==========
1152
+
1153
+ coord_states : ordered iterable of functions of time
1154
+ This input will either be a collection of the coordinates or states
1155
+ of the system depending on whether or not the speeds are also
1156
+ given. If speeds are specified this input will be assumed to
1157
+ be the coordinates otherwise this input will be assumed to
1158
+ be the states.
1159
+
1160
+ right_hand_side : Matrix
1161
+ This variable is the right hand side of the equations of motion in
1162
+ any of the forms. The specific form will be assumed depending on
1163
+ whether a mass matrix or coordinate derivatives are given.
1164
+
1165
+ speeds : ordered iterable of functions of time, optional
1166
+ This is a collection of the generalized speeds of the system. If
1167
+ given it will be assumed that the first argument (coord_states)
1168
+ will represent the generalized coordinates of the system.
1169
+
1170
+ mass_matrix : Matrix, optional
1171
+ The matrix of the implicit forms of the equations of motion (forms
1172
+ [2] and [3]). The distinction between the forms is determined by
1173
+ whether or not the coordinate derivatives are passed in. If
1174
+ they are given form [3] will be assumed otherwise form [2] is
1175
+ assumed.
1176
+
1177
+ coordinate_derivatives : Matrix, optional
1178
+ The right hand side of the kinematical equations in explicit form.
1179
+ If given it will be assumed that the equations of motion are being
1180
+ entered in form [3].
1181
+
1182
+ alg_con : Iterable, optional
1183
+ The indexes of the rows in the equations of motion that contain
1184
+ algebraic constraints instead of differential equations. If the
1185
+ equations are input in form [3], it will be assumed the indexes are
1186
+ referencing the mass_matrix/right_hand_side combination and not the
1187
+ coordinate_derivatives.
1188
+
1189
+ output_eqns : Dictionary, optional
1190
+ Any output equations that are desired to be tracked are stored in a
1191
+ dictionary where the key corresponds to the name given for the
1192
+ specific equation and the value is the equation itself in symbolic
1193
+ form
1194
+
1195
+ coord_idxs : Iterable, optional
1196
+ If coord_states corresponds to the states rather than the
1197
+ coordinates this variable will tell SymbolicSystem which indexes of
1198
+ the states correspond to generalized coordinates.
1199
+
1200
+ speed_idxs : Iterable, optional
1201
+ If coord_states corresponds to the states rather than the
1202
+ coordinates this variable will tell SymbolicSystem which indexes of
1203
+ the states correspond to generalized speeds.
1204
+
1205
+ bodies : iterable of Body/Rigidbody objects, optional
1206
+ Iterable containing the bodies of the system
1207
+
1208
+ loads : iterable of load instances (described below), optional
1209
+ Iterable containing the loads of the system where forces are given
1210
+ by (point of application, force vector) and torques are given by
1211
+ (reference frame acting upon, torque vector). Ex [(point, force),
1212
+ (ref_frame, torque)]
1213
+
1214
+ Attributes
1215
+ ==========
1216
+
1217
+ coordinates : Matrix, shape(n, 1)
1218
+ This is a matrix containing the generalized coordinates of the system
1219
+
1220
+ speeds : Matrix, shape(m, 1)
1221
+ This is a matrix containing the generalized speeds of the system
1222
+
1223
+ states : Matrix, shape(o, 1)
1224
+ This is a matrix containing the state variables of the system
1225
+
1226
+ alg_con : List
1227
+ This list contains the indices of the algebraic constraints in the
1228
+ combined equations of motion. The presence of these constraints
1229
+ requires that a DAE solver be used instead of an ODE solver.
1230
+ If the system is given in form [3] the alg_con variable will be
1231
+ adjusted such that it is a representation of the combined kinematics
1232
+ and dynamics thus make sure it always matches the mass matrix
1233
+ entered.
1234
+
1235
+ dyn_implicit_mat : Matrix, shape(m, m)
1236
+ This is the M matrix in form [3] of the equations of motion (the mass
1237
+ matrix or generalized inertia matrix of the dynamical equations of
1238
+ motion in implicit form).
1239
+
1240
+ dyn_implicit_rhs : Matrix, shape(m, 1)
1241
+ This is the F vector in form [3] of the equations of motion (the right
1242
+ hand side of the dynamical equations of motion in implicit form).
1243
+
1244
+ comb_implicit_mat : Matrix, shape(o, o)
1245
+ This is the M matrix in form [2] of the equations of motion.
1246
+ This matrix contains a block diagonal structure where the top
1247
+ left block (the first rows) represent the matrix in the
1248
+ implicit form of the kinematical equations and the bottom right
1249
+ block (the last rows) represent the matrix in the implicit form
1250
+ of the dynamical equations.
1251
+
1252
+ comb_implicit_rhs : Matrix, shape(o, 1)
1253
+ This is the F vector in form [2] of the equations of motion. The top
1254
+ part of the vector represents the right hand side of the implicit form
1255
+ of the kinemaical equations and the bottom of the vector represents the
1256
+ right hand side of the implicit form of the dynamical equations of
1257
+ motion.
1258
+
1259
+ comb_explicit_rhs : Matrix, shape(o, 1)
1260
+ This vector represents the right hand side of the combined equations of
1261
+ motion in explicit form (form [1] from above).
1262
+
1263
+ kin_explicit_rhs : Matrix, shape(m, 1)
1264
+ This is the right hand side of the explicit form of the kinematical
1265
+ equations of motion as can be seen in form [3] (the G matrix).
1266
+
1267
+ output_eqns : Dictionary
1268
+ If output equations were given they are stored in a dictionary where
1269
+ the key corresponds to the name given for the specific equation and
1270
+ the value is the equation itself in symbolic form
1271
+
1272
+ bodies : Tuple
1273
+ If the bodies in the system were given they are stored in a tuple for
1274
+ future access
1275
+
1276
+ loads : Tuple
1277
+ If the loads in the system were given they are stored in a tuple for
1278
+ future access. This includes forces and torques where forces are given
1279
+ by (point of application, force vector) and torques are given by
1280
+ (reference frame acted upon, torque vector).
1281
+
1282
+ Example
1283
+ =======
1284
+
1285
+ As a simple example, the dynamics of a simple pendulum will be input into a
1286
+ SymbolicSystem object manually. First some imports will be needed and then
1287
+ symbols will be set up for the length of the pendulum (l), mass at the end
1288
+ of the pendulum (m), and a constant for gravity (g). ::
1289
+
1290
+ >>> from sympy import Matrix, sin, symbols
1291
+ >>> from sympy.physics.mechanics import dynamicsymbols, SymbolicSystem
1292
+ >>> l, m, g = symbols('l m g')
1293
+
1294
+ The system will be defined by an angle of theta from the vertical and a
1295
+ generalized speed of omega will be used where omega = theta_dot. ::
1296
+
1297
+ >>> theta, omega = dynamicsymbols('theta omega')
1298
+
1299
+ Now the equations of motion are ready to be formed and passed to the
1300
+ SymbolicSystem object. ::
1301
+
1302
+ >>> kin_explicit_rhs = Matrix([omega])
1303
+ >>> dyn_implicit_mat = Matrix([l**2 * m])
1304
+ >>> dyn_implicit_rhs = Matrix([-g * l * m * sin(theta)])
1305
+ >>> symsystem = SymbolicSystem([theta], dyn_implicit_rhs, [omega],
1306
+ ... dyn_implicit_mat)
1307
+
1308
+ Notes
1309
+ =====
1310
+
1311
+ m : number of generalized speeds
1312
+ n : number of generalized coordinates
1313
+ o : number of states
1314
+
1315
+ """
1316
+
1317
+ def __init__(self, coord_states, right_hand_side, speeds=None,
1318
+ mass_matrix=None, coordinate_derivatives=None, alg_con=None,
1319
+ output_eqns={}, coord_idxs=None, speed_idxs=None, bodies=None,
1320
+ loads=None):
1321
+ """Initializes a SymbolicSystem object"""
1322
+
1323
+ # Extract information on speeds, coordinates and states
1324
+ if speeds is None:
1325
+ self._states = Matrix(coord_states)
1326
+
1327
+ if coord_idxs is None:
1328
+ self._coordinates = None
1329
+ else:
1330
+ coords = [coord_states[i] for i in coord_idxs]
1331
+ self._coordinates = Matrix(coords)
1332
+
1333
+ if speed_idxs is None:
1334
+ self._speeds = None
1335
+ else:
1336
+ speeds_inter = [coord_states[i] for i in speed_idxs]
1337
+ self._speeds = Matrix(speeds_inter)
1338
+ else:
1339
+ self._coordinates = Matrix(coord_states)
1340
+ self._speeds = Matrix(speeds)
1341
+ self._states = self._coordinates.col_join(self._speeds)
1342
+
1343
+ # Extract equations of motion form
1344
+ if coordinate_derivatives is not None:
1345
+ self._kin_explicit_rhs = coordinate_derivatives
1346
+ self._dyn_implicit_rhs = right_hand_side
1347
+ self._dyn_implicit_mat = mass_matrix
1348
+ self._comb_implicit_rhs = None
1349
+ self._comb_implicit_mat = None
1350
+ self._comb_explicit_rhs = None
1351
+ elif mass_matrix is not None:
1352
+ self._kin_explicit_rhs = None
1353
+ self._dyn_implicit_rhs = None
1354
+ self._dyn_implicit_mat = None
1355
+ self._comb_implicit_rhs = right_hand_side
1356
+ self._comb_implicit_mat = mass_matrix
1357
+ self._comb_explicit_rhs = None
1358
+ else:
1359
+ self._kin_explicit_rhs = None
1360
+ self._dyn_implicit_rhs = None
1361
+ self._dyn_implicit_mat = None
1362
+ self._comb_implicit_rhs = None
1363
+ self._comb_implicit_mat = None
1364
+ self._comb_explicit_rhs = right_hand_side
1365
+
1366
+ # Set the remainder of the inputs as instance attributes
1367
+ if alg_con is not None and coordinate_derivatives is not None:
1368
+ alg_con = [i + len(coordinate_derivatives) for i in alg_con]
1369
+ self._alg_con = alg_con
1370
+ self.output_eqns = output_eqns
1371
+
1372
+ # Change the body and loads iterables to tuples if they are not tuples
1373
+ # already
1374
+ if not isinstance(bodies, tuple) and bodies is not None:
1375
+ bodies = tuple(bodies)
1376
+ if not isinstance(loads, tuple) and loads is not None:
1377
+ loads = tuple(loads)
1378
+ self._bodies = bodies
1379
+ self._loads = loads
1380
+
1381
+ @property
1382
+ def coordinates(self):
1383
+ """Returns the column matrix of the generalized coordinates"""
1384
+ if self._coordinates is None:
1385
+ raise AttributeError("The coordinates were not specified.")
1386
+ else:
1387
+ return self._coordinates
1388
+
1389
+ @property
1390
+ def speeds(self):
1391
+ """Returns the column matrix of generalized speeds"""
1392
+ if self._speeds is None:
1393
+ raise AttributeError("The speeds were not specified.")
1394
+ else:
1395
+ return self._speeds
1396
+
1397
+ @property
1398
+ def states(self):
1399
+ """Returns the column matrix of the state variables"""
1400
+ return self._states
1401
+
1402
+ @property
1403
+ def alg_con(self):
1404
+ """Returns a list with the indices of the rows containing algebraic
1405
+ constraints in the combined form of the equations of motion"""
1406
+ return self._alg_con
1407
+
1408
+ @property
1409
+ def dyn_implicit_mat(self):
1410
+ """Returns the matrix, M, corresponding to the dynamic equations in
1411
+ implicit form, M x' = F, where the kinematical equations are not
1412
+ included"""
1413
+ if self._dyn_implicit_mat is None:
1414
+ raise AttributeError("dyn_implicit_mat is not specified for "
1415
+ "equations of motion form [1] or [2].")
1416
+ else:
1417
+ return self._dyn_implicit_mat
1418
+
1419
+ @property
1420
+ def dyn_implicit_rhs(self):
1421
+ """Returns the column matrix, F, corresponding to the dynamic equations
1422
+ in implicit form, M x' = F, where the kinematical equations are not
1423
+ included"""
1424
+ if self._dyn_implicit_rhs is None:
1425
+ raise AttributeError("dyn_implicit_rhs is not specified for "
1426
+ "equations of motion form [1] or [2].")
1427
+ else:
1428
+ return self._dyn_implicit_rhs
1429
+
1430
+ @property
1431
+ def comb_implicit_mat(self):
1432
+ """Returns the matrix, M, corresponding to the equations of motion in
1433
+ implicit form (form [2]), M x' = F, where the kinematical equations are
1434
+ included"""
1435
+ if self._comb_implicit_mat is None:
1436
+ if self._dyn_implicit_mat is not None:
1437
+ num_kin_eqns = len(self._kin_explicit_rhs)
1438
+ num_dyn_eqns = len(self._dyn_implicit_rhs)
1439
+ zeros1 = zeros(num_kin_eqns, num_dyn_eqns)
1440
+ zeros2 = zeros(num_dyn_eqns, num_kin_eqns)
1441
+ inter1 = eye(num_kin_eqns).row_join(zeros1)
1442
+ inter2 = zeros2.row_join(self._dyn_implicit_mat)
1443
+ self._comb_implicit_mat = inter1.col_join(inter2)
1444
+ return self._comb_implicit_mat
1445
+ else:
1446
+ raise AttributeError("comb_implicit_mat is not specified for "
1447
+ "equations of motion form [1].")
1448
+ else:
1449
+ return self._comb_implicit_mat
1450
+
1451
+ @property
1452
+ def comb_implicit_rhs(self):
1453
+ """Returns the column matrix, F, corresponding to the equations of
1454
+ motion in implicit form (form [2]), M x' = F, where the kinematical
1455
+ equations are included"""
1456
+ if self._comb_implicit_rhs is None:
1457
+ if self._dyn_implicit_rhs is not None:
1458
+ kin_inter = self._kin_explicit_rhs
1459
+ dyn_inter = self._dyn_implicit_rhs
1460
+ self._comb_implicit_rhs = kin_inter.col_join(dyn_inter)
1461
+ return self._comb_implicit_rhs
1462
+ else:
1463
+ raise AttributeError("comb_implicit_mat is not specified for "
1464
+ "equations of motion in form [1].")
1465
+ else:
1466
+ return self._comb_implicit_rhs
1467
+
1468
+ def compute_explicit_form(self):
1469
+ """If the explicit right hand side of the combined equations of motion
1470
+ is to provided upon initialization, this method will calculate it. This
1471
+ calculation can potentially take awhile to compute."""
1472
+ if self._comb_explicit_rhs is not None:
1473
+ raise AttributeError("comb_explicit_rhs is already formed.")
1474
+
1475
+ inter1 = getattr(self, 'kin_explicit_rhs', None)
1476
+ if inter1 is not None:
1477
+ inter2 = self._dyn_implicit_mat.LUsolve(self._dyn_implicit_rhs)
1478
+ out = inter1.col_join(inter2)
1479
+ else:
1480
+ out = self._comb_implicit_mat.LUsolve(self._comb_implicit_rhs)
1481
+
1482
+ self._comb_explicit_rhs = out
1483
+
1484
+ @property
1485
+ def comb_explicit_rhs(self):
1486
+ """Returns the right hand side of the equations of motion in explicit
1487
+ form, x' = F, where the kinematical equations are included"""
1488
+ if self._comb_explicit_rhs is None:
1489
+ raise AttributeError("Please run .combute_explicit_form before "
1490
+ "attempting to access comb_explicit_rhs.")
1491
+ else:
1492
+ return self._comb_explicit_rhs
1493
+
1494
+ @property
1495
+ def kin_explicit_rhs(self):
1496
+ """Returns the right hand side of the kinematical equations in explicit
1497
+ form, q' = G"""
1498
+ if self._kin_explicit_rhs is None:
1499
+ raise AttributeError("kin_explicit_rhs is not specified for "
1500
+ "equations of motion form [1] or [2].")
1501
+ else:
1502
+ return self._kin_explicit_rhs
1503
+
1504
+ def dynamic_symbols(self):
1505
+ """Returns a column matrix containing all of the symbols in the system
1506
+ that depend on time"""
1507
+ # Create a list of all of the expressions in the equations of motion
1508
+ if self._comb_explicit_rhs is None:
1509
+ eom_expressions = (self.comb_implicit_mat[:] +
1510
+ self.comb_implicit_rhs[:])
1511
+ else:
1512
+ eom_expressions = (self._comb_explicit_rhs[:])
1513
+
1514
+ functions_of_time = set()
1515
+ for expr in eom_expressions:
1516
+ functions_of_time = functions_of_time.union(
1517
+ find_dynamicsymbols(expr))
1518
+ functions_of_time = functions_of_time.union(self._states)
1519
+
1520
+ return tuple(functions_of_time)
1521
+
1522
+ def constant_symbols(self):
1523
+ """Returns a column matrix containing all of the symbols in the system
1524
+ that do not depend on time"""
1525
+ # Create a list of all of the expressions in the equations of motion
1526
+ if self._comb_explicit_rhs is None:
1527
+ eom_expressions = (self.comb_implicit_mat[:] +
1528
+ self.comb_implicit_rhs[:])
1529
+ else:
1530
+ eom_expressions = (self._comb_explicit_rhs[:])
1531
+
1532
+ constants = set()
1533
+ for expr in eom_expressions:
1534
+ constants = constants.union(expr.free_symbols)
1535
+ constants.remove(dynamicsymbols._t)
1536
+
1537
+ return tuple(constants)
1538
+
1539
+ @property
1540
+ def bodies(self):
1541
+ """Returns the bodies in the system"""
1542
+ if self._bodies is None:
1543
+ raise AttributeError("bodies were not specified for the system.")
1544
+ else:
1545
+ return self._bodies
1546
+
1547
+ @property
1548
+ def loads(self):
1549
+ """Returns the loads in the system"""
1550
+ if self._loads is None:
1551
+ raise AttributeError("loads were not specified for the system.")
1552
+ else:
1553
+ return self._loads
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1
+ """Tests for the ``sympy.physics.mechanics.actuator.py`` module."""
2
+
3
+ import pytest
4
+
5
+ from sympy import (
6
+ S,
7
+ Matrix,
8
+ Symbol,
9
+ SympifyError,
10
+ sqrt,
11
+ Abs
12
+ )
13
+ from sympy.physics.mechanics import (
14
+ ActuatorBase,
15
+ Force,
16
+ ForceActuator,
17
+ KanesMethod,
18
+ LinearDamper,
19
+ LinearPathway,
20
+ LinearSpring,
21
+ Particle,
22
+ PinJoint,
23
+ Point,
24
+ ReferenceFrame,
25
+ RigidBody,
26
+ TorqueActuator,
27
+ Vector,
28
+ dynamicsymbols,
29
+ DuffingSpring,
30
+ )
31
+
32
+ from sympy.core.expr import Expr as ExprType
33
+
34
+ target = RigidBody('target')
35
+ reaction = RigidBody('reaction')
36
+
37
+
38
+ class TestForceActuator:
39
+
40
+ @pytest.fixture(autouse=True)
41
+ def _linear_pathway_fixture(self):
42
+ self.force = Symbol('F')
43
+ self.pA = Point('pA')
44
+ self.pB = Point('pB')
45
+ self.pathway = LinearPathway(self.pA, self.pB)
46
+ self.q1 = dynamicsymbols('q1')
47
+ self.q2 = dynamicsymbols('q2')
48
+ self.q3 = dynamicsymbols('q3')
49
+ self.q1d = dynamicsymbols('q1', 1)
50
+ self.q2d = dynamicsymbols('q2', 1)
51
+ self.q3d = dynamicsymbols('q3', 1)
52
+ self.N = ReferenceFrame('N')
53
+
54
+ def test_is_actuator_base_subclass(self):
55
+ assert issubclass(ForceActuator, ActuatorBase)
56
+
57
+ @pytest.mark.parametrize(
58
+ 'force, expected_force',
59
+ [
60
+ (1, S.One),
61
+ (S.One, S.One),
62
+ (Symbol('F'), Symbol('F')),
63
+ (dynamicsymbols('F'), dynamicsymbols('F')),
64
+ (Symbol('F')**2 + Symbol('F'), Symbol('F')**2 + Symbol('F')),
65
+ ]
66
+ )
67
+ def test_valid_constructor_force(self, force, expected_force):
68
+ instance = ForceActuator(force, self.pathway)
69
+ assert isinstance(instance, ForceActuator)
70
+ assert hasattr(instance, 'force')
71
+ assert isinstance(instance.force, ExprType)
72
+ assert instance.force == expected_force
73
+
74
+ @pytest.mark.parametrize('force', [None, 'F'])
75
+ def test_invalid_constructor_force_not_sympifyable(self, force):
76
+ with pytest.raises(SympifyError):
77
+ _ = ForceActuator(force, self.pathway)
78
+
79
+ @pytest.mark.parametrize(
80
+ 'pathway',
81
+ [
82
+ LinearPathway(Point('pA'), Point('pB')),
83
+ ]
84
+ )
85
+ def test_valid_constructor_pathway(self, pathway):
86
+ instance = ForceActuator(self.force, pathway)
87
+ assert isinstance(instance, ForceActuator)
88
+ assert hasattr(instance, 'pathway')
89
+ assert isinstance(instance.pathway, LinearPathway)
90
+ assert instance.pathway == pathway
91
+
92
+ def test_invalid_constructor_pathway_not_pathway_base(self):
93
+ with pytest.raises(TypeError):
94
+ _ = ForceActuator(self.force, None)
95
+
96
+ @pytest.mark.parametrize(
97
+ 'property_name, fixture_attr_name',
98
+ [
99
+ ('force', 'force'),
100
+ ('pathway', 'pathway'),
101
+ ]
102
+ )
103
+ def test_properties_are_immutable(self, property_name, fixture_attr_name):
104
+ instance = ForceActuator(self.force, self.pathway)
105
+ value = getattr(self, fixture_attr_name)
106
+ with pytest.raises(AttributeError):
107
+ setattr(instance, property_name, value)
108
+
109
+ def test_repr(self):
110
+ actuator = ForceActuator(self.force, self.pathway)
111
+ expected = "ForceActuator(F, LinearPathway(pA, pB))"
112
+ assert repr(actuator) == expected
113
+
114
+ def test_to_loads_static_pathway(self):
115
+ self.pB.set_pos(self.pA, 2*self.N.x)
116
+ actuator = ForceActuator(self.force, self.pathway)
117
+ expected = [
118
+ (self.pA, - self.force*self.N.x),
119
+ (self.pB, self.force*self.N.x),
120
+ ]
121
+ assert actuator.to_loads() == expected
122
+
123
+ def test_to_loads_2D_pathway(self):
124
+ self.pB.set_pos(self.pA, 2*self.q1*self.N.x)
125
+ actuator = ForceActuator(self.force, self.pathway)
126
+ expected = [
127
+ (self.pA, - self.force*(self.q1/sqrt(self.q1**2))*self.N.x),
128
+ (self.pB, self.force*(self.q1/sqrt(self.q1**2))*self.N.x),
129
+ ]
130
+ assert actuator.to_loads() == expected
131
+
132
+ def test_to_loads_3D_pathway(self):
133
+ self.pB.set_pos(
134
+ self.pA,
135
+ self.q1*self.N.x - self.q2*self.N.y + 2*self.q3*self.N.z,
136
+ )
137
+ actuator = ForceActuator(self.force, self.pathway)
138
+ length = sqrt(self.q1**2 + self.q2**2 + 4*self.q3**2)
139
+ pO_force = (
140
+ - self.force*self.q1*self.N.x/length
141
+ + self.force*self.q2*self.N.y/length
142
+ - 2*self.force*self.q3*self.N.z/length
143
+ )
144
+ pI_force = (
145
+ self.force*self.q1*self.N.x/length
146
+ - self.force*self.q2*self.N.y/length
147
+ + 2*self.force*self.q3*self.N.z/length
148
+ )
149
+ expected = [
150
+ (self.pA, pO_force),
151
+ (self.pB, pI_force),
152
+ ]
153
+ assert actuator.to_loads() == expected
154
+
155
+
156
+ class TestLinearSpring:
157
+
158
+ @pytest.fixture(autouse=True)
159
+ def _linear_spring_fixture(self):
160
+ self.stiffness = Symbol('k')
161
+ self.l = Symbol('l')
162
+ self.pA = Point('pA')
163
+ self.pB = Point('pB')
164
+ self.pathway = LinearPathway(self.pA, self.pB)
165
+ self.q = dynamicsymbols('q')
166
+ self.N = ReferenceFrame('N')
167
+
168
+ def test_is_force_actuator_subclass(self):
169
+ assert issubclass(LinearSpring, ForceActuator)
170
+
171
+ def test_is_actuator_base_subclass(self):
172
+ assert issubclass(LinearSpring, ActuatorBase)
173
+
174
+ @pytest.mark.parametrize(
175
+ (
176
+ 'stiffness, '
177
+ 'expected_stiffness, '
178
+ 'equilibrium_length, '
179
+ 'expected_equilibrium_length, '
180
+ 'force'
181
+ ),
182
+ [
183
+ (
184
+ 1,
185
+ S.One,
186
+ 0,
187
+ S.Zero,
188
+ -sqrt(dynamicsymbols('q')**2),
189
+ ),
190
+ (
191
+ Symbol('k'),
192
+ Symbol('k'),
193
+ 0,
194
+ S.Zero,
195
+ -Symbol('k')*sqrt(dynamicsymbols('q')**2),
196
+ ),
197
+ (
198
+ Symbol('k'),
199
+ Symbol('k'),
200
+ S.Zero,
201
+ S.Zero,
202
+ -Symbol('k')*sqrt(dynamicsymbols('q')**2),
203
+ ),
204
+ (
205
+ Symbol('k'),
206
+ Symbol('k'),
207
+ Symbol('l'),
208
+ Symbol('l'),
209
+ -Symbol('k')*(sqrt(dynamicsymbols('q')**2) - Symbol('l')),
210
+ ),
211
+ ]
212
+ )
213
+ def test_valid_constructor(
214
+ self,
215
+ stiffness,
216
+ expected_stiffness,
217
+ equilibrium_length,
218
+ expected_equilibrium_length,
219
+ force,
220
+ ):
221
+ self.pB.set_pos(self.pA, self.q*self.N.x)
222
+ spring = LinearSpring(stiffness, self.pathway, equilibrium_length)
223
+
224
+ assert isinstance(spring, LinearSpring)
225
+
226
+ assert hasattr(spring, 'stiffness')
227
+ assert isinstance(spring.stiffness, ExprType)
228
+ assert spring.stiffness == expected_stiffness
229
+
230
+ assert hasattr(spring, 'pathway')
231
+ assert isinstance(spring.pathway, LinearPathway)
232
+ assert spring.pathway == self.pathway
233
+
234
+ assert hasattr(spring, 'equilibrium_length')
235
+ assert isinstance(spring.equilibrium_length, ExprType)
236
+ assert spring.equilibrium_length == expected_equilibrium_length
237
+
238
+ assert hasattr(spring, 'force')
239
+ assert isinstance(spring.force, ExprType)
240
+ assert spring.force == force
241
+
242
+ @pytest.mark.parametrize('stiffness', [None, 'k'])
243
+ def test_invalid_constructor_stiffness_not_sympifyable(self, stiffness):
244
+ with pytest.raises(SympifyError):
245
+ _ = LinearSpring(stiffness, self.pathway, self.l)
246
+
247
+ def test_invalid_constructor_pathway_not_pathway_base(self):
248
+ with pytest.raises(TypeError):
249
+ _ = LinearSpring(self.stiffness, None, self.l)
250
+
251
+ @pytest.mark.parametrize('equilibrium_length', [None, 'l'])
252
+ def test_invalid_constructor_equilibrium_length_not_sympifyable(
253
+ self,
254
+ equilibrium_length,
255
+ ):
256
+ with pytest.raises(SympifyError):
257
+ _ = LinearSpring(self.stiffness, self.pathway, equilibrium_length)
258
+
259
+ @pytest.mark.parametrize(
260
+ 'property_name, fixture_attr_name',
261
+ [
262
+ ('stiffness', 'stiffness'),
263
+ ('pathway', 'pathway'),
264
+ ('equilibrium_length', 'l'),
265
+ ]
266
+ )
267
+ def test_properties_are_immutable(self, property_name, fixture_attr_name):
268
+ spring = LinearSpring(self.stiffness, self.pathway, self.l)
269
+ value = getattr(self, fixture_attr_name)
270
+ with pytest.raises(AttributeError):
271
+ setattr(spring, property_name, value)
272
+
273
+ @pytest.mark.parametrize(
274
+ 'equilibrium_length, expected',
275
+ [
276
+ (S.Zero, 'LinearSpring(k, LinearPathway(pA, pB))'),
277
+ (
278
+ Symbol('l'),
279
+ 'LinearSpring(k, LinearPathway(pA, pB), equilibrium_length=l)',
280
+ ),
281
+ ]
282
+ )
283
+ def test_repr(self, equilibrium_length, expected):
284
+ self.pB.set_pos(self.pA, self.q*self.N.x)
285
+ spring = LinearSpring(self.stiffness, self.pathway, equilibrium_length)
286
+ assert repr(spring) == expected
287
+
288
+ def test_to_loads(self):
289
+ self.pB.set_pos(self.pA, self.q*self.N.x)
290
+ spring = LinearSpring(self.stiffness, self.pathway, self.l)
291
+ normal = self.q/sqrt(self.q**2)*self.N.x
292
+ pA_force = self.stiffness*(sqrt(self.q**2) - self.l)*normal
293
+ pB_force = -self.stiffness*(sqrt(self.q**2) - self.l)*normal
294
+ expected = [Force(self.pA, pA_force), Force(self.pB, pB_force)]
295
+ loads = spring.to_loads()
296
+
297
+ for load, (point, vector) in zip(loads, expected):
298
+ assert isinstance(load, Force)
299
+ assert load.point == point
300
+ assert (load.vector - vector).simplify() == 0
301
+
302
+
303
+ class TestLinearDamper:
304
+
305
+ @pytest.fixture(autouse=True)
306
+ def _linear_damper_fixture(self):
307
+ self.damping = Symbol('c')
308
+ self.l = Symbol('l')
309
+ self.pA = Point('pA')
310
+ self.pB = Point('pB')
311
+ self.pathway = LinearPathway(self.pA, self.pB)
312
+ self.q = dynamicsymbols('q')
313
+ self.dq = dynamicsymbols('q', 1)
314
+ self.u = dynamicsymbols('u')
315
+ self.N = ReferenceFrame('N')
316
+
317
+ def test_is_force_actuator_subclass(self):
318
+ assert issubclass(LinearDamper, ForceActuator)
319
+
320
+ def test_is_actuator_base_subclass(self):
321
+ assert issubclass(LinearDamper, ActuatorBase)
322
+
323
+ def test_valid_constructor(self):
324
+ self.pB.set_pos(self.pA, self.q*self.N.x)
325
+ damper = LinearDamper(self.damping, self.pathway)
326
+
327
+ assert isinstance(damper, LinearDamper)
328
+
329
+ assert hasattr(damper, 'damping')
330
+ assert isinstance(damper.damping, ExprType)
331
+ assert damper.damping == self.damping
332
+
333
+ assert hasattr(damper, 'pathway')
334
+ assert isinstance(damper.pathway, LinearPathway)
335
+ assert damper.pathway == self.pathway
336
+
337
+ def test_valid_constructor_force(self):
338
+ self.pB.set_pos(self.pA, self.q*self.N.x)
339
+ damper = LinearDamper(self.damping, self.pathway)
340
+
341
+ expected_force = -self.damping*sqrt(self.q**2)*self.dq/self.q
342
+ assert hasattr(damper, 'force')
343
+ assert isinstance(damper.force, ExprType)
344
+ assert damper.force == expected_force
345
+
346
+ @pytest.mark.parametrize('damping', [None, 'c'])
347
+ def test_invalid_constructor_damping_not_sympifyable(self, damping):
348
+ with pytest.raises(SympifyError):
349
+ _ = LinearDamper(damping, self.pathway)
350
+
351
+ def test_invalid_constructor_pathway_not_pathway_base(self):
352
+ with pytest.raises(TypeError):
353
+ _ = LinearDamper(self.damping, None)
354
+
355
+ @pytest.mark.parametrize(
356
+ 'property_name, fixture_attr_name',
357
+ [
358
+ ('damping', 'damping'),
359
+ ('pathway', 'pathway'),
360
+ ]
361
+ )
362
+ def test_properties_are_immutable(self, property_name, fixture_attr_name):
363
+ damper = LinearDamper(self.damping, self.pathway)
364
+ value = getattr(self, fixture_attr_name)
365
+ with pytest.raises(AttributeError):
366
+ setattr(damper, property_name, value)
367
+
368
+ def test_repr(self):
369
+ self.pB.set_pos(self.pA, self.q*self.N.x)
370
+ damper = LinearDamper(self.damping, self.pathway)
371
+ expected = 'LinearDamper(c, LinearPathway(pA, pB))'
372
+ assert repr(damper) == expected
373
+
374
+ def test_to_loads(self):
375
+ self.pB.set_pos(self.pA, self.q*self.N.x)
376
+ damper = LinearDamper(self.damping, self.pathway)
377
+ direction = self.q**2/self.q**2*self.N.x
378
+ pA_force = self.damping*self.dq*direction
379
+ pB_force = -self.damping*self.dq*direction
380
+ expected = [Force(self.pA, pA_force), Force(self.pB, pB_force)]
381
+ assert damper.to_loads() == expected
382
+
383
+
384
+ class TestForcedMassSpringDamperModel():
385
+ r"""A single degree of freedom translational forced mass-spring-damper.
386
+
387
+ Notes
388
+ =====
389
+
390
+ This system is well known to have the governing equation:
391
+
392
+ .. math::
393
+ m \ddot{x} = F - k x - c \dot{x}
394
+
395
+ where $F$ is an externally applied force, $m$ is the mass of the particle
396
+ to which the spring and damper are attached, $k$ is the spring's stiffness,
397
+ $c$ is the dampers damping coefficient, and $x$ is the generalized
398
+ coordinate representing the system's single (translational) degree of
399
+ freedom.
400
+
401
+ """
402
+
403
+ @pytest.fixture(autouse=True)
404
+ def _force_mass_spring_damper_model_fixture(self):
405
+ self.m = Symbol('m')
406
+ self.k = Symbol('k')
407
+ self.c = Symbol('c')
408
+ self.F = Symbol('F')
409
+
410
+ self.q = dynamicsymbols('q')
411
+ self.dq = dynamicsymbols('q', 1)
412
+ self.u = dynamicsymbols('u')
413
+
414
+ self.frame = ReferenceFrame('N')
415
+ self.origin = Point('pO')
416
+ self.origin.set_vel(self.frame, 0)
417
+
418
+ self.attachment = Point('pA')
419
+ self.attachment.set_pos(self.origin, self.q*self.frame.x)
420
+
421
+ self.mass = Particle('mass', self.attachment, self.m)
422
+ self.pathway = LinearPathway(self.origin, self.attachment)
423
+
424
+ self.kanes_method = KanesMethod(
425
+ self.frame,
426
+ q_ind=[self.q],
427
+ u_ind=[self.u],
428
+ kd_eqs=[self.dq - self.u],
429
+ )
430
+ self.bodies = [self.mass]
431
+
432
+ self.mass_matrix = Matrix([[self.m]])
433
+ self.forcing = Matrix([[self.F - self.c*self.u - self.k*self.q]])
434
+
435
+ def test_force_acuator(self):
436
+ stiffness = -self.k*self.pathway.length
437
+ spring = ForceActuator(stiffness, self.pathway)
438
+ damping = -self.c*self.pathway.extension_velocity
439
+ damper = ForceActuator(damping, self.pathway)
440
+
441
+ loads = [
442
+ (self.attachment, self.F*self.frame.x),
443
+ *spring.to_loads(),
444
+ *damper.to_loads(),
445
+ ]
446
+ self.kanes_method.kanes_equations(self.bodies, loads)
447
+
448
+ assert self.kanes_method.mass_matrix == self.mass_matrix
449
+ assert self.kanes_method.forcing == self.forcing
450
+
451
+ def test_linear_spring_linear_damper(self):
452
+ spring = LinearSpring(self.k, self.pathway)
453
+ damper = LinearDamper(self.c, self.pathway)
454
+
455
+ loads = [
456
+ (self.attachment, self.F*self.frame.x),
457
+ *spring.to_loads(),
458
+ *damper.to_loads(),
459
+ ]
460
+ self.kanes_method.kanes_equations(self.bodies, loads)
461
+
462
+ assert self.kanes_method.mass_matrix == self.mass_matrix
463
+ assert self.kanes_method.forcing == self.forcing
464
+
465
+
466
+ class TestTorqueActuator:
467
+
468
+ @pytest.fixture(autouse=True)
469
+ def _torque_actuator_fixture(self):
470
+ self.torque = Symbol('T')
471
+ self.N = ReferenceFrame('N')
472
+ self.A = ReferenceFrame('A')
473
+ self.axis = self.N.z
474
+ self.target = RigidBody('target', frame=self.N)
475
+ self.reaction = RigidBody('reaction', frame=self.A)
476
+
477
+ def test_is_actuator_base_subclass(self):
478
+ assert issubclass(TorqueActuator, ActuatorBase)
479
+
480
+ @pytest.mark.parametrize(
481
+ 'torque',
482
+ [
483
+ Symbol('T'),
484
+ dynamicsymbols('T'),
485
+ Symbol('T')**2 + Symbol('T'),
486
+ ]
487
+ )
488
+ @pytest.mark.parametrize(
489
+ 'target_frame, reaction_frame',
490
+ [
491
+ (target.frame, reaction.frame),
492
+ (target, reaction.frame),
493
+ (target.frame, reaction),
494
+ (target, reaction),
495
+ ]
496
+ )
497
+ def test_valid_constructor_with_reaction(
498
+ self,
499
+ torque,
500
+ target_frame,
501
+ reaction_frame,
502
+ ):
503
+ instance = TorqueActuator(
504
+ torque,
505
+ self.axis,
506
+ target_frame,
507
+ reaction_frame,
508
+ )
509
+ assert isinstance(instance, TorqueActuator)
510
+
511
+ assert hasattr(instance, 'torque')
512
+ assert isinstance(instance.torque, ExprType)
513
+ assert instance.torque == torque
514
+
515
+ assert hasattr(instance, 'axis')
516
+ assert isinstance(instance.axis, Vector)
517
+ assert instance.axis == self.axis
518
+
519
+ assert hasattr(instance, 'target_frame')
520
+ assert isinstance(instance.target_frame, ReferenceFrame)
521
+ assert instance.target_frame == target.frame
522
+
523
+ assert hasattr(instance, 'reaction_frame')
524
+ assert isinstance(instance.reaction_frame, ReferenceFrame)
525
+ assert instance.reaction_frame == reaction.frame
526
+
527
+ @pytest.mark.parametrize(
528
+ 'torque',
529
+ [
530
+ Symbol('T'),
531
+ dynamicsymbols('T'),
532
+ Symbol('T')**2 + Symbol('T'),
533
+ ]
534
+ )
535
+ @pytest.mark.parametrize('target_frame', [target.frame, target])
536
+ def test_valid_constructor_without_reaction(self, torque, target_frame):
537
+ instance = TorqueActuator(torque, self.axis, target_frame)
538
+ assert isinstance(instance, TorqueActuator)
539
+
540
+ assert hasattr(instance, 'torque')
541
+ assert isinstance(instance.torque, ExprType)
542
+ assert instance.torque == torque
543
+
544
+ assert hasattr(instance, 'axis')
545
+ assert isinstance(instance.axis, Vector)
546
+ assert instance.axis == self.axis
547
+
548
+ assert hasattr(instance, 'target_frame')
549
+ assert isinstance(instance.target_frame, ReferenceFrame)
550
+ assert instance.target_frame == target.frame
551
+
552
+ assert hasattr(instance, 'reaction_frame')
553
+ assert instance.reaction_frame is None
554
+
555
+ @pytest.mark.parametrize('torque', [None, 'T'])
556
+ def test_invalid_constructor_torque_not_sympifyable(self, torque):
557
+ with pytest.raises(SympifyError):
558
+ _ = TorqueActuator(torque, self.axis, self.target)
559
+
560
+ @pytest.mark.parametrize('axis', [Symbol('a'), dynamicsymbols('a')])
561
+ def test_invalid_constructor_axis_not_vector(self, axis):
562
+ with pytest.raises(TypeError):
563
+ _ = TorqueActuator(self.torque, axis, self.target, self.reaction)
564
+
565
+ @pytest.mark.parametrize(
566
+ 'frames',
567
+ [
568
+ (None, ReferenceFrame('child')),
569
+ (ReferenceFrame('parent'), True),
570
+ (None, RigidBody('child')),
571
+ (RigidBody('parent'), True),
572
+ ]
573
+ )
574
+ def test_invalid_constructor_frames_not_frame(self, frames):
575
+ with pytest.raises(TypeError):
576
+ _ = TorqueActuator(self.torque, self.axis, *frames)
577
+
578
+ @pytest.mark.parametrize(
579
+ 'property_name, fixture_attr_name',
580
+ [
581
+ ('torque', 'torque'),
582
+ ('axis', 'axis'),
583
+ ('target_frame', 'target'),
584
+ ('reaction_frame', 'reaction'),
585
+ ]
586
+ )
587
+ def test_properties_are_immutable(self, property_name, fixture_attr_name):
588
+ actuator = TorqueActuator(
589
+ self.torque,
590
+ self.axis,
591
+ self.target,
592
+ self.reaction,
593
+ )
594
+ value = getattr(self, fixture_attr_name)
595
+ with pytest.raises(AttributeError):
596
+ setattr(actuator, property_name, value)
597
+
598
+ def test_repr_without_reaction(self):
599
+ actuator = TorqueActuator(self.torque, self.axis, self.target)
600
+ expected = 'TorqueActuator(T, axis=N.z, target_frame=N)'
601
+ assert repr(actuator) == expected
602
+
603
+ def test_repr_with_reaction(self):
604
+ actuator = TorqueActuator(
605
+ self.torque,
606
+ self.axis,
607
+ self.target,
608
+ self.reaction,
609
+ )
610
+ expected = 'TorqueActuator(T, axis=N.z, target_frame=N, reaction_frame=A)'
611
+ assert repr(actuator) == expected
612
+
613
+ def test_at_pin_joint_constructor(self):
614
+ pin_joint = PinJoint(
615
+ 'pin',
616
+ self.target,
617
+ self.reaction,
618
+ coordinates=dynamicsymbols('q'),
619
+ speeds=dynamicsymbols('u'),
620
+ parent_interframe=self.N,
621
+ joint_axis=self.axis,
622
+ )
623
+ instance = TorqueActuator.at_pin_joint(self.torque, pin_joint)
624
+ assert isinstance(instance, TorqueActuator)
625
+
626
+ assert hasattr(instance, 'torque')
627
+ assert isinstance(instance.torque, ExprType)
628
+ assert instance.torque == self.torque
629
+
630
+ assert hasattr(instance, 'axis')
631
+ assert isinstance(instance.axis, Vector)
632
+ assert instance.axis == self.axis
633
+
634
+ assert hasattr(instance, 'target_frame')
635
+ assert isinstance(instance.target_frame, ReferenceFrame)
636
+ assert instance.target_frame == self.A
637
+
638
+ assert hasattr(instance, 'reaction_frame')
639
+ assert isinstance(instance.reaction_frame, ReferenceFrame)
640
+ assert instance.reaction_frame == self.N
641
+
642
+ def test_at_pin_joint_pin_joint_not_pin_joint_invalid(self):
643
+ with pytest.raises(TypeError):
644
+ _ = TorqueActuator.at_pin_joint(self.torque, Symbol('pin'))
645
+
646
+ def test_to_loads_without_reaction(self):
647
+ actuator = TorqueActuator(self.torque, self.axis, self.target)
648
+ expected = [
649
+ (self.N, self.torque*self.axis),
650
+ ]
651
+ assert actuator.to_loads() == expected
652
+
653
+ def test_to_loads_with_reaction(self):
654
+ actuator = TorqueActuator(
655
+ self.torque,
656
+ self.axis,
657
+ self.target,
658
+ self.reaction,
659
+ )
660
+ expected = [
661
+ (self.N, self.torque*self.axis),
662
+ (self.A, - self.torque*self.axis),
663
+ ]
664
+ assert actuator.to_loads() == expected
665
+
666
+
667
+ class NonSympifyable:
668
+ pass
669
+
670
+
671
+ class TestDuffingSpring:
672
+ @pytest.fixture(autouse=True)
673
+ # Set up common vairables that will be used in multiple tests
674
+ def _duffing_spring_fixture(self):
675
+ self.linear_stiffness = Symbol('beta')
676
+ self.nonlinear_stiffness = Symbol('alpha')
677
+ self.equilibrium_length = Symbol('l')
678
+ self.pA = Point('pA')
679
+ self.pB = Point('pB')
680
+ self.pathway = LinearPathway(self.pA, self.pB)
681
+ self.q = dynamicsymbols('q')
682
+ self.N = ReferenceFrame('N')
683
+
684
+ # Simples tests to check that DuffingSpring is a subclass of ForceActuator and ActuatorBase
685
+ def test_is_force_actuator_subclass(self):
686
+ assert issubclass(DuffingSpring, ForceActuator)
687
+
688
+ def test_is_actuator_base_subclass(self):
689
+ assert issubclass(DuffingSpring, ActuatorBase)
690
+
691
+ @pytest.mark.parametrize(
692
+ # Create parametrized tests that allows running the same test function multiple times with different sets of arguments
693
+ (
694
+ 'linear_stiffness, '
695
+ 'expected_linear_stiffness, '
696
+ 'nonlinear_stiffness, '
697
+ 'expected_nonlinear_stiffness, '
698
+ 'equilibrium_length, '
699
+ 'expected_equilibrium_length, '
700
+ 'force'
701
+ ),
702
+ [
703
+ (
704
+ 1,
705
+ S.One,
706
+ 1,
707
+ S.One,
708
+ 0,
709
+ S.Zero,
710
+ -sqrt(dynamicsymbols('q')**2)-(sqrt(dynamicsymbols('q')**2))**3,
711
+ ),
712
+ (
713
+ Symbol('beta'),
714
+ Symbol('beta'),
715
+ Symbol('alpha'),
716
+ Symbol('alpha'),
717
+ 0,
718
+ S.Zero,
719
+ -Symbol('beta')*sqrt(dynamicsymbols('q')**2)-Symbol('alpha')*(sqrt(dynamicsymbols('q')**2))**3,
720
+ ),
721
+ (
722
+ Symbol('beta'),
723
+ Symbol('beta'),
724
+ Symbol('alpha'),
725
+ Symbol('alpha'),
726
+ S.Zero,
727
+ S.Zero,
728
+ -Symbol('beta')*sqrt(dynamicsymbols('q')**2)-Symbol('alpha')*(sqrt(dynamicsymbols('q')**2))**3,
729
+ ),
730
+ (
731
+ Symbol('beta'),
732
+ Symbol('beta'),
733
+ Symbol('alpha'),
734
+ Symbol('alpha'),
735
+ Symbol('l'),
736
+ Symbol('l'),
737
+ -Symbol('beta') * (sqrt(dynamicsymbols('q')**2) - Symbol('l')) - Symbol('alpha') * (sqrt(dynamicsymbols('q')**2) - Symbol('l'))**3,
738
+ ),
739
+ ]
740
+ )
741
+
742
+ # Check if DuffingSpring correctly inializes its attributes
743
+ # It tests various combinations of linear & nonlinear stiffness, equilibriun length, and the resulting force expression
744
+ def test_valid_constructor(
745
+ self,
746
+ linear_stiffness,
747
+ expected_linear_stiffness,
748
+ nonlinear_stiffness,
749
+ expected_nonlinear_stiffness,
750
+ equilibrium_length,
751
+ expected_equilibrium_length,
752
+ force,
753
+ ):
754
+ self.pB.set_pos(self.pA, self.q*self.N.x)
755
+ spring = DuffingSpring(linear_stiffness, nonlinear_stiffness, self.pathway, equilibrium_length)
756
+
757
+ assert isinstance(spring, DuffingSpring)
758
+
759
+ assert hasattr(spring, 'linear_stiffness')
760
+ assert isinstance(spring.linear_stiffness, ExprType)
761
+ assert spring.linear_stiffness == expected_linear_stiffness
762
+
763
+ assert hasattr(spring, 'nonlinear_stiffness')
764
+ assert isinstance(spring.nonlinear_stiffness, ExprType)
765
+ assert spring.nonlinear_stiffness == expected_nonlinear_stiffness
766
+
767
+ assert hasattr(spring, 'pathway')
768
+ assert isinstance(spring.pathway, LinearPathway)
769
+ assert spring.pathway == self.pathway
770
+
771
+ assert hasattr(spring, 'equilibrium_length')
772
+ assert isinstance(spring.equilibrium_length, ExprType)
773
+ assert spring.equilibrium_length == expected_equilibrium_length
774
+
775
+ assert hasattr(spring, 'force')
776
+ assert isinstance(spring.force, ExprType)
777
+ assert spring.force == force
778
+
779
+ @pytest.mark.parametrize('linear_stiffness', [None, NonSympifyable()])
780
+ def test_invalid_constructor_linear_stiffness_not_sympifyable(self, linear_stiffness):
781
+ with pytest.raises(SympifyError):
782
+ _ = DuffingSpring(linear_stiffness, self.nonlinear_stiffness, self.pathway, self.equilibrium_length)
783
+
784
+ @pytest.mark.parametrize('nonlinear_stiffness', [None, NonSympifyable()])
785
+ def test_invalid_constructor_nonlinear_stiffness_not_sympifyable(self, nonlinear_stiffness):
786
+ with pytest.raises(SympifyError):
787
+ _ = DuffingSpring(self.linear_stiffness, nonlinear_stiffness, self.pathway, self.equilibrium_length)
788
+
789
+ def test_invalid_constructor_pathway_not_pathway_base(self):
790
+ with pytest.raises(TypeError):
791
+ _ = DuffingSpring(self.linear_stiffness, self.nonlinear_stiffness, NonSympifyable(), self.equilibrium_length)
792
+
793
+ @pytest.mark.parametrize('equilibrium_length', [None, NonSympifyable()])
794
+ def test_invalid_constructor_equilibrium_length_not_sympifyable(self, equilibrium_length):
795
+ with pytest.raises(SympifyError):
796
+ _ = DuffingSpring(self.linear_stiffness, self.nonlinear_stiffness, self.pathway, equilibrium_length)
797
+
798
+ @pytest.mark.parametrize(
799
+ 'property_name, fixture_attr_name',
800
+ [
801
+ ('linear_stiffness', 'linear_stiffness'),
802
+ ('nonlinear_stiffness', 'nonlinear_stiffness'),
803
+ ('pathway', 'pathway'),
804
+ ('equilibrium_length', 'equilibrium_length')
805
+ ]
806
+ )
807
+ # Check if certain properties of DuffingSpring object are immutable after initialization
808
+ # Ensure that once DuffingSpring is created, its key properties cannot be changed
809
+ def test_properties_are_immutable(self, property_name, fixture_attr_name):
810
+ spring = DuffingSpring(self.linear_stiffness, self.nonlinear_stiffness, self.pathway, self.equilibrium_length)
811
+ with pytest.raises(AttributeError):
812
+ setattr(spring, property_name, getattr(self, fixture_attr_name))
813
+
814
+ @pytest.mark.parametrize(
815
+ 'equilibrium_length, expected',
816
+ [
817
+ (0, 'DuffingSpring(beta, alpha, LinearPathway(pA, pB), equilibrium_length=0)'),
818
+ (Symbol('l'), 'DuffingSpring(beta, alpha, LinearPathway(pA, pB), equilibrium_length=l)'),
819
+ ]
820
+ )
821
+ # Check the __repr__ method of DuffingSpring class
822
+ # Check if the actual string representation of DuffingSpring instance matches the expected string for each provided parameter values
823
+ def test_repr(self, equilibrium_length, expected):
824
+ spring = DuffingSpring(self.linear_stiffness, self.nonlinear_stiffness, self.pathway, equilibrium_length)
825
+ assert repr(spring) == expected
826
+
827
+ def test_to_loads(self):
828
+ self.pB.set_pos(self.pA, self.q*self.N.x)
829
+ spring = DuffingSpring(self.linear_stiffness, self.nonlinear_stiffness, self.pathway, self.equilibrium_length)
830
+
831
+ # Calculate the displacement from the equilibrium length
832
+ displacement = self.q - self.equilibrium_length
833
+
834
+ # Make sure this matches the computation in DuffingSpring class
835
+ force = -self.linear_stiffness * displacement - self.nonlinear_stiffness * displacement**3
836
+
837
+ # The expected loads on pA and pB due to the spring
838
+ expected_loads = [Force(self.pA, force * self.N.x), Force(self.pB, -force * self.N.x)]
839
+
840
+ # Compare expected loads to what is returned from DuffingSpring.to_loads()
841
+ calculated_loads = spring.to_loads()
842
+ for calculated, expected in zip(calculated_loads, expected_loads):
843
+ assert calculated.point == expected.point
844
+ for dim in self.N: # Assuming self.N is the reference frame
845
+ calculated_component = calculated.vector.dot(dim)
846
+ expected_component = expected.vector.dot(dim)
847
+ # Substitute all symbols with numeric values
848
+ substitutions = {self.q: 1, Symbol('l'): 1, Symbol('alpha'): 1, Symbol('beta'): 1} # Add other necessary symbols as needed
849
+ diff = (calculated_component - expected_component).subs(substitutions).evalf()
850
+ # Check if the absolute value of the difference is below a threshold
851
+ assert Abs(diff) < 1e-9, f"The forces do not match. Difference: {diff}"
mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_body.py ADDED
@@ -0,0 +1,340 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from sympy import (Symbol, symbols, sin, cos, Matrix, zeros,
2
+ simplify)
3
+ from sympy.physics.vector import Point, ReferenceFrame, dynamicsymbols, Dyadic
4
+ from sympy.physics.mechanics import inertia, Body
5
+ from sympy.testing.pytest import raises, warns_deprecated_sympy
6
+
7
+
8
+ def test_default():
9
+ with warns_deprecated_sympy():
10
+ body = Body('body')
11
+ assert body.name == 'body'
12
+ assert body.loads == []
13
+ point = Point('body_masscenter')
14
+ point.set_vel(body.frame, 0)
15
+ com = body.masscenter
16
+ frame = body.frame
17
+ assert com.vel(frame) == point.vel(frame)
18
+ assert body.mass == Symbol('body_mass')
19
+ ixx, iyy, izz = symbols('body_ixx body_iyy body_izz')
20
+ ixy, iyz, izx = symbols('body_ixy body_iyz body_izx')
21
+ assert body.inertia == (inertia(body.frame, ixx, iyy, izz, ixy, iyz, izx),
22
+ body.masscenter)
23
+
24
+
25
+ def test_custom_rigid_body():
26
+ # Body with RigidBody.
27
+ rigidbody_masscenter = Point('rigidbody_masscenter')
28
+ rigidbody_mass = Symbol('rigidbody_mass')
29
+ rigidbody_frame = ReferenceFrame('rigidbody_frame')
30
+ body_inertia = inertia(rigidbody_frame, 1, 0, 0)
31
+ with warns_deprecated_sympy():
32
+ rigid_body = Body('rigidbody_body', rigidbody_masscenter,
33
+ rigidbody_mass, rigidbody_frame, body_inertia)
34
+ com = rigid_body.masscenter
35
+ frame = rigid_body.frame
36
+ rigidbody_masscenter.set_vel(rigidbody_frame, 0)
37
+ assert com.vel(frame) == rigidbody_masscenter.vel(frame)
38
+ assert com.pos_from(com) == rigidbody_masscenter.pos_from(com)
39
+
40
+ assert rigid_body.mass == rigidbody_mass
41
+ assert rigid_body.inertia == (body_inertia, rigidbody_masscenter)
42
+
43
+ assert rigid_body.is_rigidbody
44
+
45
+ assert hasattr(rigid_body, 'masscenter')
46
+ assert hasattr(rigid_body, 'mass')
47
+ assert hasattr(rigid_body, 'frame')
48
+ assert hasattr(rigid_body, 'inertia')
49
+
50
+
51
+ def test_particle_body():
52
+ # Body with Particle
53
+ particle_masscenter = Point('particle_masscenter')
54
+ particle_mass = Symbol('particle_mass')
55
+ particle_frame = ReferenceFrame('particle_frame')
56
+ with warns_deprecated_sympy():
57
+ particle_body = Body('particle_body', particle_masscenter,
58
+ particle_mass, particle_frame)
59
+ com = particle_body.masscenter
60
+ frame = particle_body.frame
61
+ particle_masscenter.set_vel(particle_frame, 0)
62
+ assert com.vel(frame) == particle_masscenter.vel(frame)
63
+ assert com.pos_from(com) == particle_masscenter.pos_from(com)
64
+
65
+ assert particle_body.mass == particle_mass
66
+ assert not hasattr(particle_body, "_inertia")
67
+ assert hasattr(particle_body, 'frame')
68
+ assert hasattr(particle_body, 'masscenter')
69
+ assert hasattr(particle_body, 'mass')
70
+ assert particle_body.inertia == (Dyadic(0), particle_body.masscenter)
71
+ assert particle_body.central_inertia == Dyadic(0)
72
+ assert not particle_body.is_rigidbody
73
+
74
+ particle_body.central_inertia = inertia(particle_frame, 1, 1, 1)
75
+ assert particle_body.central_inertia == inertia(particle_frame, 1, 1, 1)
76
+ assert particle_body.is_rigidbody
77
+
78
+ with warns_deprecated_sympy():
79
+ particle_body = Body('particle_body', mass=particle_mass)
80
+ assert not particle_body.is_rigidbody
81
+ point = particle_body.masscenter.locatenew('point', particle_body.x)
82
+ point_inertia = particle_mass * inertia(particle_body.frame, 0, 1, 1)
83
+ particle_body.inertia = (point_inertia, point)
84
+ assert particle_body.inertia == (point_inertia, point)
85
+ assert particle_body.central_inertia == Dyadic(0)
86
+ assert particle_body.is_rigidbody
87
+
88
+
89
+ def test_particle_body_add_force():
90
+ # Body with Particle
91
+ particle_masscenter = Point('particle_masscenter')
92
+ particle_mass = Symbol('particle_mass')
93
+ particle_frame = ReferenceFrame('particle_frame')
94
+ with warns_deprecated_sympy():
95
+ particle_body = Body('particle_body', particle_masscenter,
96
+ particle_mass, particle_frame)
97
+
98
+ a = Symbol('a')
99
+ force_vector = a * particle_body.frame.x
100
+ particle_body.apply_force(force_vector, particle_body.masscenter)
101
+ assert len(particle_body.loads) == 1
102
+ point = particle_body.masscenter.locatenew(
103
+ particle_body._name + '_point0', 0)
104
+ point.set_vel(particle_body.frame, 0)
105
+ force_point = particle_body.loads[0][0]
106
+
107
+ frame = particle_body.frame
108
+ assert force_point.vel(frame) == point.vel(frame)
109
+ assert force_point.pos_from(force_point) == point.pos_from(force_point)
110
+
111
+ assert particle_body.loads[0][1] == force_vector
112
+
113
+
114
+ def test_body_add_force():
115
+ # Body with RigidBody.
116
+ rigidbody_masscenter = Point('rigidbody_masscenter')
117
+ rigidbody_mass = Symbol('rigidbody_mass')
118
+ rigidbody_frame = ReferenceFrame('rigidbody_frame')
119
+ body_inertia = inertia(rigidbody_frame, 1, 0, 0)
120
+ with warns_deprecated_sympy():
121
+ rigid_body = Body('rigidbody_body', rigidbody_masscenter,
122
+ rigidbody_mass, rigidbody_frame, body_inertia)
123
+
124
+ l = Symbol('l')
125
+ Fa = Symbol('Fa')
126
+ point = rigid_body.masscenter.locatenew(
127
+ 'rigidbody_body_point0',
128
+ l * rigid_body.frame.x)
129
+ point.set_vel(rigid_body.frame, 0)
130
+ force_vector = Fa * rigid_body.frame.z
131
+ # apply_force with point
132
+ rigid_body.apply_force(force_vector, point)
133
+ assert len(rigid_body.loads) == 1
134
+ force_point = rigid_body.loads[0][0]
135
+ frame = rigid_body.frame
136
+ assert force_point.vel(frame) == point.vel(frame)
137
+ assert force_point.pos_from(force_point) == point.pos_from(force_point)
138
+ assert rigid_body.loads[0][1] == force_vector
139
+ # apply_force without point
140
+ rigid_body.apply_force(force_vector)
141
+ assert len(rigid_body.loads) == 2
142
+ assert rigid_body.loads[1][1] == force_vector
143
+ # passing something else than point
144
+ raises(TypeError, lambda: rigid_body.apply_force(force_vector, 0))
145
+ raises(TypeError, lambda: rigid_body.apply_force(0))
146
+
147
+ def test_body_add_torque():
148
+ with warns_deprecated_sympy():
149
+ body = Body('body')
150
+ torque_vector = body.frame.x
151
+ body.apply_torque(torque_vector)
152
+
153
+ assert len(body.loads) == 1
154
+ assert body.loads[0] == (body.frame, torque_vector)
155
+ raises(TypeError, lambda: body.apply_torque(0))
156
+
157
+ def test_body_masscenter_vel():
158
+ with warns_deprecated_sympy():
159
+ A = Body('A')
160
+ N = ReferenceFrame('N')
161
+ with warns_deprecated_sympy():
162
+ B = Body('B', frame=N)
163
+ A.masscenter.set_vel(N, N.z)
164
+ assert A.masscenter_vel(B) == N.z
165
+ assert A.masscenter_vel(N) == N.z
166
+
167
+ def test_body_ang_vel():
168
+ with warns_deprecated_sympy():
169
+ A = Body('A')
170
+ N = ReferenceFrame('N')
171
+ with warns_deprecated_sympy():
172
+ B = Body('B', frame=N)
173
+ A.frame.set_ang_vel(N, N.y)
174
+ assert A.ang_vel_in(B) == N.y
175
+ assert B.ang_vel_in(A) == -N.y
176
+ assert A.ang_vel_in(N) == N.y
177
+
178
+ def test_body_dcm():
179
+ with warns_deprecated_sympy():
180
+ A = Body('A')
181
+ B = Body('B')
182
+ A.frame.orient_axis(B.frame, B.frame.z, 10)
183
+ assert A.dcm(B) == Matrix([[cos(10), sin(10), 0], [-sin(10), cos(10), 0], [0, 0, 1]])
184
+ assert A.dcm(B.frame) == Matrix([[cos(10), sin(10), 0], [-sin(10), cos(10), 0], [0, 0, 1]])
185
+
186
+ def test_body_axis():
187
+ N = ReferenceFrame('N')
188
+ with warns_deprecated_sympy():
189
+ B = Body('B', frame=N)
190
+ assert B.x == N.x
191
+ assert B.y == N.y
192
+ assert B.z == N.z
193
+
194
+ def test_apply_force_multiple_one_point():
195
+ a, b = symbols('a b')
196
+ P = Point('P')
197
+ with warns_deprecated_sympy():
198
+ B = Body('B')
199
+ f1 = a*B.x
200
+ f2 = b*B.y
201
+ B.apply_force(f1, P)
202
+ assert B.loads == [(P, f1)]
203
+ B.apply_force(f2, P)
204
+ assert B.loads == [(P, f1+f2)]
205
+
206
+ def test_apply_force():
207
+ f, g = symbols('f g')
208
+ q, x, v1, v2 = dynamicsymbols('q x v1 v2')
209
+ P1 = Point('P1')
210
+ P2 = Point('P2')
211
+ with warns_deprecated_sympy():
212
+ B1 = Body('B1')
213
+ B2 = Body('B2')
214
+ N = ReferenceFrame('N')
215
+
216
+ P1.set_vel(B1.frame, v1*B1.x)
217
+ P2.set_vel(B2.frame, v2*B2.x)
218
+ force = f*q*N.z # time varying force
219
+
220
+ B1.apply_force(force, P1, B2, P2) #applying equal and opposite force on moving points
221
+ assert B1.loads == [(P1, force)]
222
+ assert B2.loads == [(P2, -force)]
223
+
224
+ g1 = B1.mass*g*N.y
225
+ g2 = B2.mass*g*N.y
226
+
227
+ B1.apply_force(g1) #applying gravity on B1 masscenter
228
+ B2.apply_force(g2) #applying gravity on B2 masscenter
229
+
230
+ assert B1.loads == [(P1,force), (B1.masscenter, g1)]
231
+ assert B2.loads == [(P2, -force), (B2.masscenter, g2)]
232
+
233
+ force2 = x*N.x
234
+
235
+ B1.apply_force(force2, reaction_body=B2) #Applying time varying force on masscenter
236
+
237
+ assert B1.loads == [(P1, force), (B1.masscenter, force2+g1)]
238
+ assert B2.loads == [(P2, -force), (B2.masscenter, -force2+g2)]
239
+
240
+ def test_apply_torque():
241
+ t = symbols('t')
242
+ q = dynamicsymbols('q')
243
+ with warns_deprecated_sympy():
244
+ B1 = Body('B1')
245
+ B2 = Body('B2')
246
+ N = ReferenceFrame('N')
247
+ torque = t*q*N.x
248
+
249
+ B1.apply_torque(torque, B2) #Applying equal and opposite torque
250
+ assert B1.loads == [(B1.frame, torque)]
251
+ assert B2.loads == [(B2.frame, -torque)]
252
+
253
+ torque2 = t*N.y
254
+ B1.apply_torque(torque2)
255
+ assert B1.loads == [(B1.frame, torque+torque2)]
256
+
257
+ def test_clear_load():
258
+ a = symbols('a')
259
+ P = Point('P')
260
+ with warns_deprecated_sympy():
261
+ B = Body('B')
262
+ force = a*B.z
263
+ B.apply_force(force, P)
264
+ assert B.loads == [(P, force)]
265
+ B.clear_loads()
266
+ assert B.loads == []
267
+
268
+ def test_remove_load():
269
+ P1 = Point('P1')
270
+ P2 = Point('P2')
271
+ with warns_deprecated_sympy():
272
+ B = Body('B')
273
+ f1 = B.x
274
+ f2 = B.y
275
+ B.apply_force(f1, P1)
276
+ B.apply_force(f2, P2)
277
+ assert B.loads == [(P1, f1), (P2, f2)]
278
+ B.remove_load(P2)
279
+ assert B.loads == [(P1, f1)]
280
+ B.apply_torque(f1.cross(f2))
281
+ assert B.loads == [(P1, f1), (B.frame, f1.cross(f2))]
282
+ B.remove_load()
283
+ assert B.loads == [(P1, f1)]
284
+
285
+ def test_apply_loads_on_multi_degree_freedom_holonomic_system():
286
+ """Example based on: https://pydy.readthedocs.io/en/latest/examples/multidof-holonomic.html"""
287
+ with warns_deprecated_sympy():
288
+ W = Body('W') #Wall
289
+ B = Body('B') #Block
290
+ P = Body('P') #Pendulum
291
+ b = Body('b') #bob
292
+ q1, q2 = dynamicsymbols('q1 q2') #generalized coordinates
293
+ k, c, g, kT = symbols('k c g kT') #constants
294
+ F, T = dynamicsymbols('F T') #Specified forces
295
+
296
+ #Applying forces
297
+ B.apply_force(F*W.x)
298
+ W.apply_force(k*q1*W.x, reaction_body=B) #Spring force
299
+ W.apply_force(c*q1.diff()*W.x, reaction_body=B) #dampner
300
+ P.apply_force(P.mass*g*W.y)
301
+ b.apply_force(b.mass*g*W.y)
302
+
303
+ #Applying torques
304
+ P.apply_torque(kT*q2*W.z, reaction_body=b)
305
+ P.apply_torque(T*W.z)
306
+
307
+ assert B.loads == [(B.masscenter, (F - k*q1 - c*q1.diff())*W.x)]
308
+ assert P.loads == [(P.masscenter, P.mass*g*W.y), (P.frame, (T + kT*q2)*W.z)]
309
+ assert b.loads == [(b.masscenter, b.mass*g*W.y), (b.frame, -kT*q2*W.z)]
310
+ assert W.loads == [(W.masscenter, (c*q1.diff() + k*q1)*W.x)]
311
+
312
+
313
+ def test_parallel_axis():
314
+ N = ReferenceFrame('N')
315
+ m, Ix, Iy, Iz, a, b = symbols('m, I_x, I_y, I_z, a, b')
316
+ Io = inertia(N, Ix, Iy, Iz)
317
+ # Test RigidBody
318
+ o = Point('o')
319
+ p = o.locatenew('p', a * N.x + b * N.y)
320
+ with warns_deprecated_sympy():
321
+ R = Body('R', masscenter=o, frame=N, mass=m, central_inertia=Io)
322
+ Ip = R.parallel_axis(p)
323
+ Ip_expected = inertia(N, Ix + m * b**2, Iy + m * a**2,
324
+ Iz + m * (a**2 + b**2), ixy=-m * a * b)
325
+ assert Ip == Ip_expected
326
+ # Reference frame from which the parallel axis is viewed should not matter
327
+ A = ReferenceFrame('A')
328
+ A.orient_axis(N, N.z, 1)
329
+ assert simplify(
330
+ (R.parallel_axis(p, A) - Ip_expected).to_matrix(A)) == zeros(3, 3)
331
+ # Test Particle
332
+ o = Point('o')
333
+ p = o.locatenew('p', a * N.x + b * N.y)
334
+ with warns_deprecated_sympy():
335
+ P = Body('P', masscenter=o, mass=m, frame=N)
336
+ Ip = P.parallel_axis(p, N)
337
+ Ip_expected = inertia(N, m * b ** 2, m * a ** 2, m * (a ** 2 + b ** 2),
338
+ ixy=-m * a * b)
339
+ assert not P.is_rigidbody
340
+ assert Ip == Ip_expected
mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_functions.py ADDED
@@ -0,0 +1,262 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from sympy import sin, cos, tan, pi, symbols, Matrix, S, Function
2
+ from sympy.physics.mechanics import (Particle, Point, ReferenceFrame,
3
+ RigidBody)
4
+ from sympy.physics.mechanics import (angular_momentum, dynamicsymbols,
5
+ kinetic_energy, linear_momentum,
6
+ outer, potential_energy, msubs,
7
+ find_dynamicsymbols, Lagrangian)
8
+
9
+ from sympy.physics.mechanics.functions import (
10
+ center_of_mass, _validate_coordinates, _parse_linear_solver)
11
+ from sympy.testing.pytest import raises, warns_deprecated_sympy
12
+
13
+
14
+ q1, q2, q3, q4, q5 = symbols('q1 q2 q3 q4 q5')
15
+ N = ReferenceFrame('N')
16
+ A = N.orientnew('A', 'Axis', [q1, N.z])
17
+ B = A.orientnew('B', 'Axis', [q2, A.x])
18
+ C = B.orientnew('C', 'Axis', [q3, B.y])
19
+
20
+
21
+ def test_linear_momentum():
22
+ N = ReferenceFrame('N')
23
+ Ac = Point('Ac')
24
+ Ac.set_vel(N, 25 * N.y)
25
+ I = outer(N.x, N.x)
26
+ A = RigidBody('A', Ac, N, 20, (I, Ac))
27
+ P = Point('P')
28
+ Pa = Particle('Pa', P, 1)
29
+ Pa.point.set_vel(N, 10 * N.x)
30
+ raises(TypeError, lambda: linear_momentum(A, A, Pa))
31
+ raises(TypeError, lambda: linear_momentum(N, N, Pa))
32
+ assert linear_momentum(N, A, Pa) == 10 * N.x + 500 * N.y
33
+
34
+
35
+ def test_angular_momentum_and_linear_momentum():
36
+ """A rod with length 2l, centroidal inertia I, and mass M along with a
37
+ particle of mass m fixed to the end of the rod rotate with an angular rate
38
+ of omega about point O which is fixed to the non-particle end of the rod.
39
+ The rod's reference frame is A and the inertial frame is N."""
40
+ m, M, l, I = symbols('m, M, l, I')
41
+ omega = dynamicsymbols('omega')
42
+ N = ReferenceFrame('N')
43
+ a = ReferenceFrame('a')
44
+ O = Point('O')
45
+ Ac = O.locatenew('Ac', l * N.x)
46
+ P = Ac.locatenew('P', l * N.x)
47
+ O.set_vel(N, 0 * N.x)
48
+ a.set_ang_vel(N, omega * N.z)
49
+ Ac.v2pt_theory(O, N, a)
50
+ P.v2pt_theory(O, N, a)
51
+ Pa = Particle('Pa', P, m)
52
+ A = RigidBody('A', Ac, a, M, (I * outer(N.z, N.z), Ac))
53
+ expected = 2 * m * omega * l * N.y + M * l * omega * N.y
54
+ assert linear_momentum(N, A, Pa) == expected
55
+ raises(TypeError, lambda: angular_momentum(N, N, A, Pa))
56
+ raises(TypeError, lambda: angular_momentum(O, O, A, Pa))
57
+ raises(TypeError, lambda: angular_momentum(O, N, O, Pa))
58
+ expected = (I + M * l**2 + 4 * m * l**2) * omega * N.z
59
+ assert angular_momentum(O, N, A, Pa) == expected
60
+
61
+
62
+ def test_kinetic_energy():
63
+ m, M, l1 = symbols('m M l1')
64
+ omega = dynamicsymbols('omega')
65
+ N = ReferenceFrame('N')
66
+ O = Point('O')
67
+ O.set_vel(N, 0 * N.x)
68
+ Ac = O.locatenew('Ac', l1 * N.x)
69
+ P = Ac.locatenew('P', l1 * N.x)
70
+ a = ReferenceFrame('a')
71
+ a.set_ang_vel(N, omega * N.z)
72
+ Ac.v2pt_theory(O, N, a)
73
+ P.v2pt_theory(O, N, a)
74
+ Pa = Particle('Pa', P, m)
75
+ I = outer(N.z, N.z)
76
+ A = RigidBody('A', Ac, a, M, (I, Ac))
77
+ raises(TypeError, lambda: kinetic_energy(Pa, Pa, A))
78
+ raises(TypeError, lambda: kinetic_energy(N, N, A))
79
+ assert 0 == (kinetic_energy(N, Pa, A) - (M*l1**2*omega**2/2
80
+ + 2*l1**2*m*omega**2 + omega**2/2)).expand()
81
+
82
+
83
+ def test_potential_energy():
84
+ m, M, l1, g, h, H = symbols('m M l1 g h H')
85
+ omega = dynamicsymbols('omega')
86
+ N = ReferenceFrame('N')
87
+ O = Point('O')
88
+ O.set_vel(N, 0 * N.x)
89
+ Ac = O.locatenew('Ac', l1 * N.x)
90
+ P = Ac.locatenew('P', l1 * N.x)
91
+ a = ReferenceFrame('a')
92
+ a.set_ang_vel(N, omega * N.z)
93
+ Ac.v2pt_theory(O, N, a)
94
+ P.v2pt_theory(O, N, a)
95
+ Pa = Particle('Pa', P, m)
96
+ I = outer(N.z, N.z)
97
+ A = RigidBody('A', Ac, a, M, (I, Ac))
98
+ Pa.potential_energy = m * g * h
99
+ A.potential_energy = M * g * H
100
+ assert potential_energy(A, Pa) == m * g * h + M * g * H
101
+
102
+
103
+ def test_Lagrangian():
104
+ M, m, g, h = symbols('M m g h')
105
+ N = ReferenceFrame('N')
106
+ O = Point('O')
107
+ O.set_vel(N, 0 * N.x)
108
+ P = O.locatenew('P', 1 * N.x)
109
+ P.set_vel(N, 10 * N.x)
110
+ Pa = Particle('Pa', P, 1)
111
+ Ac = O.locatenew('Ac', 2 * N.y)
112
+ Ac.set_vel(N, 5 * N.y)
113
+ a = ReferenceFrame('a')
114
+ a.set_ang_vel(N, 10 * N.z)
115
+ I = outer(N.z, N.z)
116
+ A = RigidBody('A', Ac, a, 20, (I, Ac))
117
+ Pa.potential_energy = m * g * h
118
+ A.potential_energy = M * g * h
119
+ raises(TypeError, lambda: Lagrangian(A, A, Pa))
120
+ raises(TypeError, lambda: Lagrangian(N, N, Pa))
121
+
122
+
123
+ def test_msubs():
124
+ a, b = symbols('a, b')
125
+ x, y, z = dynamicsymbols('x, y, z')
126
+ # Test simple substitution
127
+ expr = Matrix([[a*x + b, x*y.diff() + y],
128
+ [x.diff().diff(), z + sin(z.diff())]])
129
+ sol = Matrix([[a + b, y],
130
+ [x.diff().diff(), 1]])
131
+ sd = {x: 1, z: 1, z.diff(): 0, y.diff(): 0}
132
+ assert msubs(expr, sd) == sol
133
+ # Test smart substitution
134
+ expr = cos(x + y)*tan(x + y) + b*x.diff()
135
+ sd = {x: 0, y: pi/2, x.diff(): 1}
136
+ assert msubs(expr, sd, smart=True) == b + 1
137
+ N = ReferenceFrame('N')
138
+ v = x*N.x + y*N.y
139
+ d = x*(N.x|N.x) + y*(N.y|N.y)
140
+ v_sol = 1*N.y
141
+ d_sol = 1*(N.y|N.y)
142
+ sd = {x: 0, y: 1}
143
+ assert msubs(v, sd) == v_sol
144
+ assert msubs(d, sd) == d_sol
145
+
146
+
147
+ def test_find_dynamicsymbols():
148
+ a, b = symbols('a, b')
149
+ x, y, z = dynamicsymbols('x, y, z')
150
+ expr = Matrix([[a*x + b, x*y.diff() + y],
151
+ [x.diff().diff(), z + sin(z.diff())]])
152
+ # Test finding all dynamicsymbols
153
+ sol = {x, y.diff(), y, x.diff().diff(), z, z.diff()}
154
+ assert find_dynamicsymbols(expr) == sol
155
+ # Test finding all but those in sym_list
156
+ exclude_list = [x, y, z]
157
+ sol = {y.diff(), x.diff().diff(), z.diff()}
158
+ assert find_dynamicsymbols(expr, exclude=exclude_list) == sol
159
+ # Test finding all dynamicsymbols in a vector with a given reference frame
160
+ d, e, f = dynamicsymbols('d, e, f')
161
+ A = ReferenceFrame('A')
162
+ v = d * A.x + e * A.y + f * A.z
163
+ sol = {d, e, f}
164
+ assert find_dynamicsymbols(v, reference_frame=A) == sol
165
+ # Test if a ValueError is raised on supplying only a vector as input
166
+ raises(ValueError, lambda: find_dynamicsymbols(v))
167
+
168
+
169
+ # This function tests the center_of_mass() function
170
+ # that was added in PR #14758 to compute the center of
171
+ # mass of a system of bodies.
172
+ def test_center_of_mass():
173
+ a = ReferenceFrame('a')
174
+ m = symbols('m', real=True)
175
+ p1 = Particle('p1', Point('p1_pt'), S.One)
176
+ p2 = Particle('p2', Point('p2_pt'), S(2))
177
+ p3 = Particle('p3', Point('p3_pt'), S(3))
178
+ p4 = Particle('p4', Point('p4_pt'), m)
179
+ b_f = ReferenceFrame('b_f')
180
+ b_cm = Point('b_cm')
181
+ mb = symbols('mb')
182
+ b = RigidBody('b', b_cm, b_f, mb, (outer(b_f.x, b_f.x), b_cm))
183
+ p2.point.set_pos(p1.point, a.x)
184
+ p3.point.set_pos(p1.point, a.x + a.y)
185
+ p4.point.set_pos(p1.point, a.y)
186
+ b.masscenter.set_pos(p1.point, a.y + a.z)
187
+ point_o=Point('o')
188
+ point_o.set_pos(p1.point, center_of_mass(p1.point, p1, p2, p3, p4, b))
189
+ expr = 5/(m + mb + 6)*a.x + (m + mb + 3)/(m + mb + 6)*a.y + mb/(m + mb + 6)*a.z
190
+ assert point_o.pos_from(p1.point)-expr == 0
191
+
192
+
193
+ def test_validate_coordinates():
194
+ q1, q2, q3, u1, u2, u3, ua1, ua2, ua3 = dynamicsymbols('q1:4 u1:4 ua1:4')
195
+ s1, s2, s3 = symbols('s1:4')
196
+ # Test normal
197
+ _validate_coordinates([q1, q2, q3], [u1, u2, u3],
198
+ u_auxiliary=[ua1, ua2, ua3])
199
+ # Test not equal number of coordinates and speeds
200
+ _validate_coordinates([q1, q2])
201
+ _validate_coordinates([q1, q2], [u1])
202
+ _validate_coordinates(speeds=[u1, u2])
203
+ # Test duplicate
204
+ _validate_coordinates([q1, q2, q2], [u1, u2, u3], check_duplicates=False)
205
+ raises(ValueError, lambda: _validate_coordinates(
206
+ [q1, q2, q2], [u1, u2, u3]))
207
+ _validate_coordinates([q1, q2, q3], [u1, u2, u2], check_duplicates=False)
208
+ raises(ValueError, lambda: _validate_coordinates(
209
+ [q1, q2, q3], [u1, u2, u2], check_duplicates=True))
210
+ raises(ValueError, lambda: _validate_coordinates(
211
+ [q1, q2, q3], [q1, u2, u3], check_duplicates=True))
212
+ _validate_coordinates([q1, q2, q3], [u1, u2, u3], check_duplicates=False,
213
+ u_auxiliary=[u1, ua2, ua2])
214
+ raises(ValueError, lambda: _validate_coordinates(
215
+ [q1, q2, q3], [u1, u2, u3], u_auxiliary=[u1, ua2, ua3]))
216
+ raises(ValueError, lambda: _validate_coordinates(
217
+ [q1, q2, q3], [u1, u2, u3], u_auxiliary=[q1, ua2, ua3]))
218
+ raises(ValueError, lambda: _validate_coordinates(
219
+ [q1, q2, q3], [u1, u2, u3], u_auxiliary=[ua1, ua2, ua2]))
220
+ # Test is_dynamicsymbols
221
+ _validate_coordinates([q1 + q2, q3], is_dynamicsymbols=False)
222
+ raises(ValueError, lambda: _validate_coordinates([q1 + q2, q3]))
223
+ _validate_coordinates([s1, q1, q2], [0, u1, u2], is_dynamicsymbols=False)
224
+ raises(ValueError, lambda: _validate_coordinates(
225
+ [s1, q1, q2], [0, u1, u2], is_dynamicsymbols=True))
226
+ _validate_coordinates([s1 + s2 + s3, q1], [0, u1], is_dynamicsymbols=False)
227
+ raises(ValueError, lambda: _validate_coordinates(
228
+ [s1 + s2 + s3, q1], [0, u1], is_dynamicsymbols=True))
229
+ _validate_coordinates(u_auxiliary=[s1, ua1], is_dynamicsymbols=False)
230
+ raises(ValueError, lambda: _validate_coordinates(u_auxiliary=[s1, ua1]))
231
+ # Test normal function
232
+ t = dynamicsymbols._t
233
+ a = symbols('a')
234
+ f1, f2 = symbols('f1:3', cls=Function)
235
+ _validate_coordinates([f1(a), f2(a)], is_dynamicsymbols=False)
236
+ raises(ValueError, lambda: _validate_coordinates([f1(a), f2(a)]))
237
+ raises(ValueError, lambda: _validate_coordinates(speeds=[f1(a), f2(a)]))
238
+ dynamicsymbols._t = a
239
+ _validate_coordinates([f1(a), f2(a)])
240
+ raises(ValueError, lambda: _validate_coordinates([f1(t), f2(t)]))
241
+ dynamicsymbols._t = t
242
+
243
+
244
+ def test_parse_linear_solver():
245
+ A, b = Matrix(3, 3, symbols('a:9')), Matrix(3, 2, symbols('b:6'))
246
+ assert _parse_linear_solver(Matrix.LUsolve) == Matrix.LUsolve # Test callable
247
+ assert _parse_linear_solver('LU')(A, b) == Matrix.LUsolve(A, b)
248
+
249
+
250
+ def test_deprecated_moved_functions():
251
+ from sympy.physics.mechanics.functions import (
252
+ inertia, inertia_of_point_mass, gravity)
253
+ N = ReferenceFrame('N')
254
+ with warns_deprecated_sympy():
255
+ assert inertia(N, 0, 1, 0, 1) == (N.x | N.y) + (N.y | N.x) + (N.y | N.y)
256
+ with warns_deprecated_sympy():
257
+ assert inertia_of_point_mass(1, N.x + N.y, N) == (
258
+ (N.x | N.x) + (N.y | N.y) + 2 * (N.z | N.z) -
259
+ (N.x | N.y) - (N.y | N.x))
260
+ p = Particle('P')
261
+ with warns_deprecated_sympy():
262
+ assert gravity(-2 * N.z, p) == [(p.masscenter, -2 * p.mass * N.z)]
mplug_owl2/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_inertia.py ADDED
@@ -0,0 +1,71 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from sympy import symbols
2
+ from sympy.testing.pytest import raises
3
+ from sympy.physics.mechanics import (inertia, inertia_of_point_mass,
4
+ Inertia, ReferenceFrame, Point)
5
+
6
+
7
+ def test_inertia_dyadic():
8
+ N = ReferenceFrame('N')
9
+ ixx, iyy, izz = symbols('ixx iyy izz')
10
+ ixy, iyz, izx = symbols('ixy iyz izx')
11
+ assert inertia(N, ixx, iyy, izz) == (ixx * (N.x | N.x) + iyy *
12
+ (N.y | N.y) + izz * (N.z | N.z))
13
+ assert inertia(N, 0, 0, 0) == 0 * (N.x | N.x)
14
+ raises(TypeError, lambda: inertia(0, 0, 0, 0))
15
+ assert inertia(N, ixx, iyy, izz, ixy, iyz, izx) == (ixx * (N.x | N.x) +
16
+ ixy * (N.x | N.y) + izx * (N.x | N.z) + ixy * (N.y | N.x) + iyy *
17
+ (N.y | N.y) + iyz * (N.y | N.z) + izx * (N.z | N.x) + iyz * (N.z |
18
+ N.y) + izz * (N.z | N.z))
19
+
20
+
21
+ def test_inertia_of_point_mass():
22
+ r, s, t, m = symbols('r s t m')
23
+ N = ReferenceFrame('N')
24
+
25
+ px = r * N.x
26
+ I = inertia_of_point_mass(m, px, N)
27
+ assert I == m * r**2 * (N.y | N.y) + m * r**2 * (N.z | N.z)
28
+
29
+ py = s * N.y
30
+ I = inertia_of_point_mass(m, py, N)
31
+ assert I == m * s**2 * (N.x | N.x) + m * s**2 * (N.z | N.z)
32
+
33
+ pz = t * N.z
34
+ I = inertia_of_point_mass(m, pz, N)
35
+ assert I == m * t**2 * (N.x | N.x) + m * t**2 * (N.y | N.y)
36
+
37
+ p = px + py + pz
38
+ I = inertia_of_point_mass(m, p, N)
39
+ assert I == (m * (s**2 + t**2) * (N.x | N.x) -
40
+ m * r * s * (N.x | N.y) -
41
+ m * r * t * (N.x | N.z) -
42
+ m * r * s * (N.y | N.x) +
43
+ m * (r**2 + t**2) * (N.y | N.y) -
44
+ m * s * t * (N.y | N.z) -
45
+ m * r * t * (N.z | N.x) -
46
+ m * s * t * (N.z | N.y) +
47
+ m * (r**2 + s**2) * (N.z | N.z))
48
+
49
+
50
+ def test_inertia_object():
51
+ N = ReferenceFrame('N')
52
+ O = Point('O')
53
+ ixx, iyy, izz = symbols('ixx iyy izz')
54
+ I_dyadic = ixx * (N.x | N.x) + iyy * (N.y | N.y) + izz * (N.z | N.z)
55
+ I = Inertia(inertia(N, ixx, iyy, izz), O)
56
+ assert isinstance(I, tuple)
57
+ assert I.__repr__() == ('Inertia(dyadic=ixx*(N.x|N.x) + iyy*(N.y|N.y) + '
58
+ 'izz*(N.z|N.z), point=O)')
59
+ assert I.dyadic == I_dyadic
60
+ assert I.point == O
61
+ assert I[0] == I_dyadic
62
+ assert I[1] == O
63
+ assert I == (I_dyadic, O) # Test tuple equal
64
+ raises(TypeError, lambda: I != (O, I_dyadic)) # Incorrect tuple order
65
+ assert I == Inertia(O, I_dyadic) # Parse changed argument order
66
+ assert I == Inertia.from_inertia_scalars(O, N, ixx, iyy, izz)
67
+ # Test invalid tuple operations
68
+ raises(TypeError, lambda: I + (1, 2))
69
+ raises(TypeError, lambda: (1, 2) + I)
70
+ raises(TypeError, lambda: I * 2)
71
+ raises(TypeError, lambda: 2 * I)