{ "study_name": "bracket_displacement_maximizing", "study_description": "Maximize displacement of bracket under load while maintaining safety factor >= 4.0", "created_date": "2025-11-16", "model": { "part_file": "model/Bracket.prt", "fem_file": "model/Bracket_fem1.fem", "sim_file": "model/Bracket_sim1.sim", "element_types": ["CHEXA", "CPENTA"], "nodes": 585, "elements": 316 }, "optimization": { "objective": "Maximize displacement (minimize negative displacement)", "direction": "minimize", "algorithm": "TPE", "n_trials": 20, "design_variables": [ { "name": "tip_thickness", "type": "continuous", "min": 15.0, "max": 25.0, "units": "mm", "baseline": 17.0 }, { "name": "support_angle", "type": "continuous", "min": 20.0, "max": 40.0, "units": "degrees", "baseline": 38.0 } ], "constraints": [ { "name": "safety_factor", "type": ">=", "value": 4.0, "description": "Minimum safety factor constraint" } ] }, "material": { "name": "Aluminum 6061-T6", "yield_strength": 276.0, "yield_strength_units": "MPa", "allowable_stress": 69.0, "allowable_stress_units": "MPa" }, "workflow": { "phase": "3.3", "wizard_validation": true, "auto_element_detection": true, "extractors": [ { "action": "extract_displacement", "result_type": "displacement" }, { "action": "extract_solid_stress", "result_type": "stress", "element_type": "auto-detected" } ], "inline_calculations": [ { "action": "calculate_safety_factor", "formula": "276.0 / max_von_mises" }, { "action": "negate_displacement", "formula": "-max_displacement" } ], "hooks": [ "safety_factor_constraint" ] } }