Non-intrusive Load Identification Algorithm Based on Stacking Modeling

The non-intrusive power load identification relies on the smart meter’s voltage, current and power signals, which can realize the classification and monitoring of the domestic electric load. The load identification algorithm is the core of the system. Non-intrusive power load intelligent identificat...

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Veröffentlicht in:	Journal of physics. Conference series Jg. 2418; H. 1; S. 12106 - 12111
Hauptverfasser:	Miao, Weiwei, Zeng, Zeng, Teng, Changzhi, Zhang, Rui, Li, Shihao, Bi, Sibo, Wang, Jijun, Zhou, Haocheng, Li, Fubao, Zhang, Yongze
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Bristol IOP Publishing 01.02.2023
Schlagworte:	Accuracy Algorithms Decomposition Electrical loads Machine learning Markov chains Model accuracy Modelling Monitoring Physics Stacking
ISSN:	1742-6588, 1742-6596
Online-Zugang:	Volltext
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