A Hybrid Machine Learning Model for Electricity Consumer Categorization Using Smart Meter Data

A Hybrid Machine Learning Model for Electricity Consumer Categorization Using Smart Meter Data

Time-series smart meter data can record precisely electricity consumption behaviors of every consumer in the smart grid system. A better understanding of consumption behaviors and an effective consumer categorization based on the similarity of these behaviors can be helpful for flexible demand manag...

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Bibliographic Details
Main Authors: Zigui Jiang, Rongheng Lin, Fangchun Yang
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:Energies
Subjects:
smart meter data
electricity consumption behaviors
consumer categorization
clustering
classification
Online Access:http://www.mdpi.com/1996-1073/11/9/2235

Internet

http://www.mdpi.com/1996-1073/11/9/2235

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