His research examines methods to optimize the operation of commercial buildings for comfort and energy use. He uses the operational data gathered inside modern automation and control networks to learn from the occupants’ comfort, behaviour, and presence patterns. Using operational data, he employs inverse modelling to characterize building equipment operation and the envelope performance. Aside from field-scale data analyses, his research commonly uses building performance simulation.