A Short-Term Load Forecasting Method Based on Load Curve Clustering and Elastic Net Analysis

A Short-Term Load Forecasting Method Based on Load Curve Clustering and Elastic Net Analysis

A short-term load forecasting method based on load characteristics clustering and elastic net analysis is proposed in this paper. By analyzing and clustering the historical load characteristics, the annual days are classified and its clusters are specified, and the lack of pertinence of the types of...

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Bibliographic Details
Main Authors: Bingjie JIN, Yong LIN, Shuxin LUO, Bin WEI, Shucan ZHOU
Format: Article
Language:zho
Published: State Grid Energy Research Institute 2020-09-01
Series:Zhongguo dianli
Subjects:
load characteristics
clustering
elastic net
neural network
load forecasting
Online Access:https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.201905111
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