no code implementations • 30 Jun 2022 • Xinxin Zhou, Jingru Feng, Jian Wang, Jianhong Pan
In this method, the integrated power is decomposed into individual device power by non-intrusive load monitoring, and the power of individual appliances is predicted separately using a federated deep learning model.
no code implementations • 2 Sep 2021 • Xinxin Zhou, Jingru Feng, Yang Li
In this paper, the proposed decomposition method is compared with the existing traditional deep learning load decomposition method.