Generation method of non-intrusive load monitoring data based on hybrid model

Non-intrusive load monitoring (NILM) is a technique that does not require accessing the internal system of each electrical device to monitor user's equipments, but only to monitor them at the entrance of user's bus. During the investigation of NILM techniques, it is often necessary to col...

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Bibliographic Details

Published in:	Shenzhen Daxue xuebao. Ligong ban
Main Authors:	XIAO Yong, TAN Zhukui, QIAN Bin, ZHANG Junwei, LUO Yi, ZHANG Fan, HUANG Junli
Format:	Article
Language:	English
Published:	Science Press (China Science Publishing & Media Ltd.) 2025-01-01
Subjects:	power system and automation artificial intelligence non-intrusive load monitoring data generation method frequency invariant transformation for periodic signal time series generative adversarial network
Online Access:	https://journal.szu.edu.cn/en/#/digest?ArticleID=2711