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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Bibliographic Details

Published in:	Journal of physics. Conference series Vol. 2418; no. 1; pp. 12106 - 12111
Main Authors:	Miao, Weiwei, Zeng, Zeng, Teng, Changzhi, Zhang, Rui, Li, Shihao, Bi, Sibo, Wang, Jijun, Zhou, Haocheng, Li, Fubao, Zhang, Yongze
Format:	Journal Article
Language:	English
Published:	Bristol IOP Publishing 01.02.2023
Subjects:	Accuracy Algorithms Decomposition Electrical loads Machine learning Markov chains Model accuracy Modelling Monitoring Physics Stacking
ISSN:	1742-6588, 1742-6596
Online Access:	Get full text
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