Research on the Harmonic Prediction Method of a PV Plant Based on an Improved Kernel Extreme Learning Machine Model

Research on the Harmonic Prediction Method of a PV Plant Based on an Improved Kernel Extreme Learning Machine Model

The harmonics of photovoltaic power plants are affected by various factors including temperature, weather, and light amplitude. Traditional power harmonic prediction methods have weak non-linear mapping and poor generalization capability to unknown time series data. In this paper, a Kernel Extreme L...

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Bibliographic Details
Main Authors: Zhenghan Liu, Quanzheng Li, Donglai Wang, Guifan Zhang, Wei Wang, Yan Zhao, Rui Guo
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Electronics
Subjects:
gray relational analysis
Harris hawk optimization
<i>K</i>-means clustering
kernel extreme learning machine
variational mode decomposition
Online Access:https://www.mdpi.com/2079-9292/13/1/32

Internet

https://www.mdpi.com/2079-9292/13/1/32

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