Non-intrusive load identification based on CF-MF-SE joint feature

Non-intrusive load identification based on CF-MF-SE joint feature

Aiming at the problems of the current non-intrusive load identification,such as too long model training time and low identification accuracy of electrical appliances with similar load characteristics,a non-intrusive load identification method based on CF-MF-SE joint feature was proposed.Based on the...

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Bibliographic Details
Main Authors: Guoqing AN, Yufei LIANG, Ziyao JIANG, Zheng LI, Qi AN, He CHEN, Qiang WANG, Jiacheng BAI
Format: article
Language:ZH
Published: Hebei University of Science and Technology 2021
Subjects:
electrical measuring technology and its instrumentation; non-intrusive load identification; spectral entropy; support vector machine; particle swarm optimization
Technology
T
Online Access:https://doaj.org/article/1242fae63b104b89b618c424c6e7f7fd
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