Electric Powertrain simulation software

Design electric powertrains that run cooler, last longer, and squeeze more range from every kWh

SimScale runs CFD, FEA, conjugate heat transfer, and electromagnetics on full electric powertrains — e-motor, inverter, e-axle, gearbox, and battery integration — in a cloud-native, browser-based platform. Predict cooling performance, structural margins, NVH, and full-vehicle efficiency before tooling is committed.

Electromagnetic simulation showing magnetic flux density in an electric motor
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EV powertrain teams typically run analyses in separate tools, losing fidelity at every handoff. SimScale replaces that with one platform, so coil temperatures, junction limits, e-axle cooling, and structural margins are validated together, not in sequence.

Electric powertrain simulation that covers your full design challenge

electric motor simulation

All the physics your e-powertrain engineers need

Electric powertrains fail in coupled domains: a motor that's too hot derates, a rotor without sufficient structural margin deflects at 16,000 RPM, an inverter that loses cooling flow shuts down the vehicle. SimScale runs incompressible and compressible CFD, structural and harmonic FEA, conjugate heat transfer, and 3D electromagnetics on shared geometry — so the engineer evaluates the real powertrain, not four disconnected approximations.

Multiphysics Simulation for Rotating Machinery

AI-native e-powertrain design optimisation

Physics AI delivers near-instant predictions on motor geometry, cooling-channel layout, and gearbox topology. Sweep dozens of stator slot, magnet, or oil-channel variants in seconds, then promote the strongest candidates to full CFD before committing to tooling. Find the torque / efficiency / temperature frontier without 200 manual runs.

Electromagnetics for Rotating Machinery

Cloud-native scale: parallel sweeps, elastic HPC

SimScale's elastic cloud infrastructure runs thermal, structural, and EM analyses on the same e-axle simultaneously — with simulations executing while the team iterates on other tasks. No on-prem HPC. No VPN. No licence ceiling. Scale from a single engineer to a global powertrain team without infrastructure changes.

Electric motor thermal analysis showing temperature distribution from electromagnetic losses and Joule heating in windings and core

E-motor design: electromagnetics, thermal, and structural

Simulate axial-flux and radial-flux motor architectures across EM, thermal, and structural domains on one shared geometry — torque ripple, cogging torque, eddy-current loss distributions, winding temperatures, and rotor integrity under centrifugal load. Surface the coupled effects between them — like EM losses heating stator windings — before the first prototype.

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Inverter and power-electronics thermal management

Predict IGBT and SiC MOSFET junction temperatures under peak load, validate single-sided and double-sided cooling architectures, and quantify thermal margin across drive cycles. Validate cold-plate flow channels and pin-fin geometries before the inverter package is committed.

Transient Flow Through Water Turbines

Powertrain housing, casing, and mounting structural analysis

Validate motor housings, inverter casings, and mounting brackets under combined thermal expansion, mechanical preload, and vibration loading — predicting stress concentrations, fatigue margins, and deflections across peak torque events, thermal cycling, and road-load inputs. Iterate on wall thickness, rib geometry, and mounting point placement before hardware is cut.

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FAQs

New to CFD or evaluating SimScale? Here are the questions we hear most.

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What types of electric powertrains can SimScale simulate?

Axial-flux and radial-flux motor architectures, induction and permanent-magnet machines, integrated e-axles, gearboxes and reduction units, inverters and DC-DC converters, hydraulic control modules and solenoid valves, and full battery-to-wheel powertrains. CFD, FEA, conjugate heat transfer, and electromagnetics all run on the same geometry.

What is an electric powertrain, and what's the difference between drivetrain and powertrain?

An electric powertrain is the complete propulsion system that converts battery energy into wheel torque: the battery pack, inverter, e-motor, gearbox or reduction stage, e-axle, and the cooling systems that keep all of them inside their thermal limits. The drivetrain is a subset — typically the motor, gearbox, axle, and driveshafts.

Which software is commonly used to simulate electric powertrains, and where does SimScale fit?

EV teams typically combine 1D system tools (Simulink, GT-SUITE, AVL Cruise) for drive-cycle and control logic with 3D physics tools (Ansys, Star-CCM+, Abaqus). SimScale sits in the 3D-physics layer — but cloud-native, browser-based, and unified across CFD, FEA, CHT, and electromagnetics.

How is e-motor and inverter cooling simulated in SimScale?

Conjugate heat transfer couples fluid flow, solid conduction, and heat generation in a single solve. Engineers simulate water-glycol jackets, direct oil cooling on stator windings, and inverter cold-plate channels on the actual CAD geometry — predicting coil temperatures, hot spots, and continuous torque limits before the first prototype.

How does electric powertrain simulation reduce EV development cost and time?

Simulating early with one CAD model across all physics — instead of serial point-tool workflows — eliminates redundant prototyping, compresses the design cycle, and reduces the number of physical prototypes required. Cloud-native parallel sweeps multiply the effect.

Start designing your next electric powertrain in the cloud

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