24/08/2026
The HVAC engineer calculates airflow. Reality is airflow with passengers, sun on one side, and doors opening every 30 seconds.
An electric bus loses range not only to heating - but to a poorly optimised HVAC.
Classic design error: assuming a uniform temperature distribution in the cabin. Reality: dead zones (zero-flow regions), uneven air distribution, overheating above the driver's seat.
How we analyse it at Endego CAE - https://endego.com/competences/cae/ - a CFD simulation of the full cabin with heat-source distribution (passengers, sun, electronics), the air outlets and their directionality, and boundary conditions for cold/warm weather.
The result: temperature and air-velocity maps at every point. We find dead zones, diffuser turbulence that raises noise, and thermal bridges. In one bus project, changing the diffuser angle by 15° and relocating one outlet cut HVAC power demand by 18%. Over a 12-year service life, that's real money.
METHOD & TOOLS
⏺︎ CFD - viscous, turbulent flow
⏺︎ Coupled thermal-flow analysis (CHT)
⏺︎ Passenger thermal-comfort models (PMV/PPD)
⏺︎ Zero-flow detection and diffuser optimisation
In your electric bus/tram projects, is HVAC verified by simulation before the prototype?