Activities & Results
Find out what’s going on!
We develop a coupled CFD – deep learning framework where we substitute only the turbulence model of CFD with an MLP
Flow fields from literature
A. Room simulation mixed convection indoor airflow . Data used to train the MLP.
B. Office simulation with displacement ventilation .
C. Building array simulation outdoor airflow .
Compared to standard CFD simulation using RNG k-ε model the new coupled framework is:
A. 5 % faster*
B. 7 % faster*
C. 2 % faster*
Download presentation from Open Research Day 21 April as pdf.