No pages match that search.
Topic
Flow, heat transfer and thermal management simulation for vehicles, electronics, energy and turbomachinery.
7 articles
How thermal comfort CFD works for vehicle cabins: the cabin heat balance, mixed convection and radiation, defog, PMV and ISO 14505 limits, validation against manikin tests, and where AI helps HVAC design.
Thermomechanical fatigue simulation predicts where start-stop cycles crack hot components. The physics of thermal stress, how CFD heat transfer sets the metal temperature, in-phase and out-of-phase cycles, and where AI/ML helps.
Power electronics thermal design for SiC and IGBT inverters: electro-thermal coupling, thermal impedance and RC models, cooler and spreading, thermomechanical FEA, and how mission-profile temperature swings become a lifetime estimate with AI surrogates and honest uncertainty.
What heat exchanger correlations assume, where they stop being reliable, and how conjugate CFD, unit-cell and porous-media models, FEA and AI surrogates add the missing information to design and optimisation.
How a liquid cooling cold plate is designed: the thermal resistance chain, channel physics, pressure drop and flow distribution, how CFD results become performance maps for system models, and where AI speeds up the iterations.
How thermal runaway propagation simulation works: cell kinetics, heat paths, barriers and vent gas, calibrated from calorimetry and abuse tests, with Bayesian calibration, surrogates and an out-of-range gate to the solver.
How CFD and thermal simulation size cooling for EV battery packs and e-motors: heat sources, conjugate heat transfer, system-level models and the checks that matter.
Have a model that will not converge?
Send the geometry, the physics and the decision it has to support. We answer with an approach, not a sales call.
