Forecast of Photovoltaic Power Based on IWPA-LSSVM Considering Weather Types and Similar Days

Forecast of Photovoltaic Power Based on IWPA-LSSVM Considering Weather Types and Similar Days

In order to improve the prediction accuracy of photovoltaic power, the input of the photovoltaic power prediction model is determined according to the characteristics of photovoltaic output power under different weather types. Aiming at the defects of the wolf pack algorithm (WPA), an improved wolf...

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Bibliographic Details
Main Authors: Yilun XU, Binqiao ZHANG, Jing HUANG, Xiao XIE, Ruoxin WANG, Danqing SHEN, Lina HE, Kaifan YANG
Format: Article
Language:zho
Published: State Grid Energy Research Institute 2023-02-01
Series:Zhongguo dianli
Subjects:
weather type
similar day
photovoltaic power
least squares support vector machine
Online Access:https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202108059
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https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202108059

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