Unsupervised and Supervised Learning Combined Power Load Curve Classification Based on Sequential Trajectory Feature Extraction Algorithm

Unsupervised and Supervised Learning Combined Power Load Curve Classification Based on Sequential Trajectory Feature Extraction Algorithm

Advancements in smart grid technology and the extensive applications of electric power big data have made in-depth exploration of the behavioral characteristics of power consumers highly necessary for further development of the electricity market. This paper proposes an effective and interpretable l...

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Bibliographic Details
Main Authors: Jing Zhang, Yikun Zhang, Xiao Xu, Xiaofan Fu, Yu He
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Load curve classification
K-mediods
shapelet
random forest
sequential trajectory features
unsupervised learning
Online Access:https://ieeexplore.ieee.org/document/9866777/

Internet

https://ieeexplore.ieee.org/document/9866777/

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