CAD/CAE Projects
180 projects · Page 8 of 8
Design of a Prosthetic Knee Joint with Four-Bar Mechanism
Design a knee joint that mimics natural gait stability for above-knee prosthetics. You will learn biomechanics, linkage design and assistive engineering.…
Generative Design Study for Lightweight Aerospace Components
Compare generative designs against engineer-designed parts on real load cases. You will learn generative methods, design validation and aerospace requirements.…
Multi-Objective Optimisation of a Heat Sink with CFD Surrogates
Optimise heat sinks for temperature, pressure drop and mass using surrogate models. You will learn surrogate modelling, multi-objective methods and thermal design.…
Uncertainty Quantification in FEA for Composite Structures
Quantify how material scatter propagates into composite structure predictions. You will learn uncertainty methods, reliability analysis and composite behaviour.…
Digital Twin of a Wind Turbine Gearbox with Physics-Informed ML
Build a gearbox twin that predicts remaining life from physics plus learned residuals. You will learn digital twin design, PINNs and prognostics.…
Additive Manufacturing Process Simulation: Residual Stress Prediction
Predict distortion and residual stress in printed parts before they are built. You will learn process simulation, distortion compensation and AM qualification.…
Fluid-Structure Interaction Study of a Heart Valve Model
Simulate blood flow interacting with a valve model and study leaflet stresses. You will learn FSI methods, cardiovascular biomechanics and model validation.…
Physics-Informed Neural Networks for Structural Mechanics Problems
Solve structural mechanics problems with physics-informed networks and audit their errors. You will learn scientific ML, PINN methods and engineering validation.…
Topology Optimisation Under Manufacturing Constraints
Optimise parts that can actually be made, with constraints inside the optimiser. You will learn optimisation methods, DFM and computational design.…
CFD Modelling of Indoor Air Quality and Infection Risk
Model how ventilation design changes airborne infection risk in classrooms and offices. You will learn CFD practice, aerosol science and healthy building design.…
Surrogate Modelling for Aerodynamic Shape Optimisation
Optimise aerodynamic shapes at a fraction of full CFD cost using surrogates. You will learn surrogate methods, aerodynamic design and optimisation workflows.…
Digital Twin Framework for Smart Manufacturing Cells
Build a manufacturing cell twin that stays in sync with the real cell. You will learn digital twin engineering, data integration and smart manufacturing.…