Temporal feature adaptive non-intrusive load monitoring via unsupervised probability density evolution

Temporal feature adaptive non-intrusive load monitoring via unsupervised probability density evolution

Toward the smart power and energy consumption, non-intrusive load monitoring is emerging as the promising technical assistance of intelligent energy user. The load behaviors of individual power users are distinct, that is potential to enhance the monitoring performance if effectively addressed. In t...

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Bibliographic Details
Main Authors: Yu Liu, Tiancheng E. Song, Xiaolong Sun, Shan Gao, Xueliang Huang
Format: Article
Language:English
Published: Elsevier 2021-11-01
Series:Energy Reports
Subjects:
Dictionary learning
Energy consumption disaggregation
Risk analysis
Time of use probability
Unsupervised learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484721006570

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http://www.sciencedirect.com/science/article/pii/S2352484721006570

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