no code implementations • 19 Nov 2022 • Bo Liu, Jianfeng Zhang, Wenpeng Luan, Zishuai Liu, Yixin Yu
Load event detection is the fundamental step for the event-based non-intrusive load monitoring (NILM).
no code implementations • 9 Oct 2022 • Shuyi Chen, Bochao Zhao, Mingjun Zhong, Wenpeng Luan, Yixin Yu
Based on the NILM results in various cases, SSL generally outperforms zero-shot learning in improving load disaggregation performance without any sub-metering data from the target data sets.