no code implementations • 7 Jun 2021 • Yu Zhang, Guoming Tang, Qianyi Huang, Yi Wang, Xudong Wang, Jiadong Lou
Non-intrusive load monitoring (NILM) helps disaggregate the household's main electricity consumption to energy usages of individual appliances, thus greatly cutting down the cost in fine-grained household load monitoring.
no code implementations • 1 Jun 2021 • Yu Zhang, Guoming Tang, Qianyi Huang, Yi Wang, Hong Xu
Non-intrusive load monitoring (NILM) is a well-known single-channel blind source separation problem that aims to decompose the household energy consumption into itemised energy usage of individual appliances.
no code implementations • 7 Apr 2014 • Guoming Tang, Kui Wu, Jing-sheng Lei, Jiuyang Tang
Energy disaggregation is to discover the energy consumption of individual appliances from their aggregated energy values.