Authors Ze Dong , Xiaohu Zhang , Shiyi Cai , Yuhang Yang , Wei Jiang , Yaqi Song , Wenqing Zhao , Dongyang Zhang Affiliations Abstract: Non-intrusive load monitoring (NILM) is a great significance for energy conservation, cost reduction, and environmental protection. It helps with better energy management and planning […]
Real-time NILM: A lightweight and low power approach Find more»
Authors Dongyang Zhang1,2, Xiaohu Zhang1 ,Lei Hua1 ,Jian Di1 , Wenqing Zhao1,3 , Yumei Ma1 Affiliations Abstract: With the development of Non-Intrusive Load Monitoring (NILM), it has become feasible to perform device identification, energy consumption decomposition, and load switching detection using Deep Learning (DL) methods. Similar to other machine learning
Dataset: Transient dataset of household appliances with Intensive switching events Find more»
Rank: Senior Engineer (Professor) / Laboratory Director Email： zhdy@ncepu.edu.cn Department： Department of Computer Science, North China Electric Power University Research： IOT (Internet of things), Intelligent hardware, circuit design, microcontroller system design, computer architecture, power system monitoring. Dongyang Zhang, a senior engineer in ‘Department of Computer Science North China Electric Power