Transfer Learning for HVAC System Fault Detection



Conference talk at ACC 2020. A binary classification algorithm is derived for matrix random variables that describe time-dynamic state transitions for HVAC systems. A state transition model is then transfered from a smart building to a building without a suite of sensors.