import gradio as gr from apdl_generator.apdl_plate import generate_plate_apdl from apdl_generator.apdl_beam import generate_beam_apdl from simulators.python_simulation import run_python_simulation from visualization import visualize_results, visualize_end_product def simulation_workflow(tool_type, use_case, include_hole, include_force, include_load, thickness, length, width, hole_diameter, force, load, elastic_modulus): """ Main simulation workflow. """ # Handle optional parameters force = force if include_force else 0 load = load if include_load else 0 # Generate APDL script dynamically if use_case == "plate": hole_diameter = hole_diameter if include_hole else 0 apdl_path = generate_plate_apdl(thickness, length, width, hole_diameter, force) elif use_case == "beam": apdl_path = generate_beam_apdl(length, width, thickness, load) else: return "Invalid use case selected.", None, None, None # Read the generated APDL program with open(apdl_path, "r") as file: apdl_program = file.read() # Run simulation using Python-based solver stress, deformation = run_python_simulation(apdl_path, use_case, thickness, length, width, force, load, elastic_modulus) # Explanation for negligible deformation if deformation < 1e-6: deformation_note = "\nNote: Deformation is negligible due to the high rigidity of the material." else: deformation_note = "" # Generate 2D simulation visualization graph_path, _ = visualize_results("Python-Based Solver", length, width, thickness, stress, deformation) # Generate end-product visualization product_path = visualize_end_product(use_case, length, width, thickness, deformation) return ( f"{tool_type} Simulation\nStress: {stress:.2f} MPa\nDeformation: {deformation:.6f} mm{deformation_note}", graph_path, product_path, apdl_program ) # Gradio interface setup with gr.Blocks() as interface: gr.Markdown("# Punch and Die Simulation Tool") with gr.Row(): tool_type = gr.Radio(["Punch", "Die"], label="Select Tool Type") use_case = gr.Radio(["plate", "beam"], label="Select Use Case") with gr.Row(): include_hole = gr.Checkbox(label="Include Hole for Plate Simulation") include_force = gr.Checkbox(label="Include Force") include_load = gr.Checkbox(label="Include Load") with gr.Row(): thickness = gr.Slider(10, 50, step=1, label="Thickness (mm)") length = gr.Slider(100, 500, step=10, label="Length (mm)") width = gr.Slider(50, 200, step=10, label="Width (mm)") with gr.Row(): hole_diameter = gr.Slider(5, 25, step=1, label="Hole Diameter (mm)") force = gr.Slider(1000, 10000, step=500, label="Force (N)") load = gr.Slider(1000, 20000, step=1000, label="Load (N)") elastic_modulus = gr.Slider(5e10, 3e11, step=1e10, label="Elastic Modulus (Pa)") submit_button = gr.Button("Run Simulation") with gr.Row(): result_text = gr.Textbox(label="Simulation Results") result_graph = gr.Image(label="2D Simulation Visualization") result_product = gr.Image(label="End Product Visualization") apdl_output = gr.Code(language="python", label="Generated APDL Program") # Link the button to the simulation function submit_button.click( simulation_workflow, inputs=[ tool_type, use_case, include_hole, include_force, include_load, thickness, length, width, hole_diameter, force, load, elastic_modulus ], outputs=[result_text, result_graph, result_product, apdl_output] ) # Launch interface interface.launch()