Subtask Gated Networks for Non-Intrusive Load Monitoring
Subtask Gated Networks for Non-Intrusive Load Monitoring
Non-intrusive load monitoring (NILM), also known as energy disaggregation, is a blind source separation problem where a household’s aggregate electricity consumption is broken down into electricity usages of individual appliances. In this way, the cost and trouble of installing many measurement devices over numerous household appliances can be avoided, and …