Sensitivity of night cooling performance to room/system design: Surrogate models based on CFD

► Hard-to-predict convective heat transfer limits implementation of night cooling. ► Sensitivity of convective heat flux in night cooled office to room/system design. ► Use of CFD in conjunction with global surrogate-based optimization procedure. ► Cases with thermally massive floor outperform cases with thermally massive ceiling.