Privacy-preserving household load forecasting based on non-intrusive load monitoring: A federated deep learning approach

Xinxin Zhou, Jingru Feng, Jian Wang +1

Load forecasting is very essential in the analysis and grid planning of power systems. For this reason, we first propose a household load forecasting method based on federated deep…