Power Load Classification Based on Feature Weighted Fuzzy Clustering

Power Load Classification Based on Feature Weighted Fuzzy Clustering

The load classification of power users provides basic guidance for the research of power system planning, load forecasting, and time-of-use electricity price. In this paper, the variational modal decomposition(VMD) and fuzzy C-means clustering algorithm(FCM) are used for power load classification. B...

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Bibliographic Details
Main Authors: Zongbiao MA, Su'an XU, Shaobin ZHU, Jing WANG
Format: Article
Language:zho
Published: State Grid Energy Research Institute 2022-06-01
Series:Zhongguo dianli
Subjects:
load classification
fuzzy clustering
variational mode decomposition
feature weighting
load characteristic curve
Online Access:https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202006320
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https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202006320

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