Non-intrusive load decomposition based on CNN-LSTM hybrid deep learning model. - Xinxin Zhou; Jingru Feng; Yang Li (CoRR, 2021)

Privacy-preserving household load forecasting based on non-intrusive load monitoring: A federated deep learning approach. - Xinxin Zhou; Jingru Feng; Jian Wang; Jianhong Pan (PeerJ Comput. Sci., 2022)