A Novel Nonintrusive Load Monitoring Approach based on Linear-Chain Conditional Random Fields

In a real interactive service system, a smart meter can only read the total amount of energy consumption rather than analyze the internal load components for users. Nonintrusive load monitoring (NILM), as a vital part of smart power utilization techniques, can provide load disaggregation information...

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Bibliographic Details
Main Authors: Hui He, Zixuan Liu, Runhai Jiao, Guangwei Yan
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/12/9/1797