Browsing Research publications by Author "Gao, Yunpeng"
Now showing items 1-2 of 2
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Decision Fusion-Based Non-Intrusive Load Identification Involving Adaptive Threshold Event Detection
Huang, Yaqian; Zhu, Yanqing; Pan, Jingyi; Gao, Yunpeng; Peng, Fenghua; Sun, Yichuang (2024-06-12)Nonintrusive load monitoring (NILM) is an important measure to improve the intelligence level of the power demand side. The existing NILM methods have poor performance in identifying low-power devices with similar power, ... -
Detecting Energy Theft in Different Regions Based on Convolutional and Joint Distribution Adaptation
Wang, Jiangzhao; Zhu, Yanqing; Gao, Yunpeng; Cai, Ziwen; Sun, Yichuang; Peng, Fenghua (2023-07-03)Electricity theft has been a major concern all over the world. There are great differences in electricity consumption among residents from different regions. However, the existing supervised methods of machine learning are ...