Efficient Sparse Matrix Processing for Nonintrusive Load Monitoring ( NILM )

Abstract

Nonintrusive load monitoring (NILM) is a process of discerning what appliances are running within a house from processing the power or current signal of a smart meter. Since appliance states are not observed directly, hidden Markov models (HMM) are a natural choice for modelling NILM appliances. However, because the number of HMM states grows rapidly with… (More)

3 Figures and Tables

Topics

  • Presentations referencing similar topics