Zhiping Jia

Sequence-To-Subsequence Learning With Conditional Gan For Power Disaggregation

Non-intrusive load monitoring (a.k.a. power disaggregation) refers to identifying and extracting the consumption patterns of individual appliances from the mains which records the whole-house energy consumption. Recently, deep learning has been shown to be a promising method to solve this problem an…