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import gradio as gr
from design import generate_die, visualize_die
from analysis import stress_analysis
from optimization import optimize_tool
# Create Gradio App
with gr.Blocks() as app:
gr.Markdown("## Press Tool AI Suite")
gr.Markdown("Select a tool below to get started:")
with gr.Tabs():
with gr.Tab("Progressive Die Design"):
gr.Markdown("### Enter Dimensions for Progressive Die")
length = gr.Number(label="Length (mm)", value=100)
width = gr.Number(label="Width (mm)", value=50)
thickness = gr.Number(label="Thickness (mm)", value=10)
die_output = gr.Textbox(label="STEP File Location")
visualization_output = gr.Image(label="3D Visualization")
die_button = gr.Button("Generate Die")
die_button.click(
lambda l, w, t: (generate_die(l, w, t), visualize_die(l, w, t)),
inputs=[length, width, thickness],
outputs=[die_output, visualization_output],
)
with gr.Tab("Stress Analysis"):
gr.Markdown("### Select Simulation Tool and Enter Parameters for Stress Analysis")
force = gr.Number(label="Force (N)", value=10000)
die_width = gr.Number(label="Width (m)", value=0.05)
die_height = gr.Number(label="Height (m)", value=0.01)
material_strength = gr.Number(label="Material Strength (MPa)", value=250)
temperature_change = gr.Number(label="Temperature Change (°C)", value=50)
alpha = gr.Number(label="Thermal Expansion Coefficient (1/°C)", value=1e-5)
elastic_modulus = gr.Number(label="Elastic Modulus (MPa)", value=200000)
fatigue_strength = gr.Number(label="Fatigue Strength (MPa)", value=150)
safety_factor_output = gr.Textbox(label="Safety Factor")
stress_chart = gr.Plot()
stress_button = gr.Button("Analyze Stress")
stress_button.click(
lambda f, dw, dh, ms, tc, a, em, fs: stress_analysis(f, dw, dh, ms, tc, a, em, fs),
inputs=[force, die_width, die_height, material_strength, temperature_change, alpha, elastic_modulus, fatigue_strength],
outputs=[safety_factor_output, stress_chart],
)
with gr.Tab("Tool Optimization"):
gr.Markdown("### Enter Machining Parameters for Tool Optimization")
speed = gr.Number(label="Cutting Speed (m/min)", value=100)
feed_rate = gr.Number(label="Feed Rate (mm/rev)", value=0.2)
depth_of_cut = gr.Number(label="Depth of Cut (mm)", value=1.0)
material = gr.Dropdown(choices=["Steel", "Aluminum", "Titanium"], label="Material", value="Steel")
optimization_results = gr.JSON(label="Optimization Results")
optimize_button = gr.Button("Optimize Tool")
optimize_button.click(
lambda s, fr, dc, m: optimize_tool(s, fr, dc, m),
inputs=[speed, feed_rate, depth_of_cut, material],
outputs=optimization_results,
)
# Launch the app
app.launch()
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