MTech — 14 projects
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Digital Twin for Predictive Maintenance of Rotating Machinery
Build a twin that mirrors machine vibration and predicts failures. You will learn physics-informed features and remaining-life estimation.…
Design Optimisation of CFD Optimisation of HVAC Ducts with Thermal Analysis
Design the CFD optimisation of HVAC ducts and compare variants through thermal Analysis before prototyping. You will learn statistical significance testing, technical paper writing and benchmark design.…
Modelling and Weight Reduction of Crash Simulation of Automotive Subframes
Design the crash simulation of automotive subframes and compare variants through weight Reduction before prototyping. You will learn ablation studies, statistical significance testing and benchmark design.…
Design Optimisation of Additive Manufacturing Lattice Structures with CFD Simulation
Model the additive manufacturing lattice structures parametrically and validate it with CFD Simulation. You will learn ablation studies, error analysis and statistical significance testing.…
Additive Manufacturing Lattice Structures — Weight Reduction and Validation
Model the additive manufacturing lattice structures parametrically and validate it with weight Reduction. You will learn technical paper writing, literature review methods and research methodology.…
Design and Analysis of Crash Simulation of Automotive Subframes with Design of Experiments
Model the crash simulation of automotive subframes parametrically and validate it with design of Experiments. You will learn statistical significance testing, error analysis and baseline comparison.…
Modelling and 3D Printing Prototype of Additive Manufacturing Lattice Structures
Model the additive manufacturing lattice structures parametrically and validate it with 3D Printing Prototype. You will learn technical paper writing, error analysis and literature review methods.…
Modelling and 3D Printing Prototype of Thermal Design of EV Battery Packs
Model the thermal design of EV battery packs parametrically and validate it with 3D Printing Prototype. You will learn statistical significance testing, benchmark design and research methodology.…
Modelling and Parametric Modelling of Generative Design of Lightweight Brackets
Model the generative design of lightweight brackets parametrically and validate it with parametric Modelling. You will learn technical paper writing, statistical significance testing and research methodology.…
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.…