Interleaved Factorial Non-Homogeneous Hidden Markov Models for Energy Disaggregation

Mingjun Zhong, Nigel Goddard, Charles Sutton

To reduce energy demand in households it is useful to know which electrical appliances are in use at what times. Monitoring individual appliances is costly and intrusive, whereas d…