A Power Prediction Method for Photovoltaic Power Plant Based on Wavelet Decomposition and Artificial Neural Networks

A Power Prediction Method for Photovoltaic Power Plant Based on Wavelet Decomposition and Artificial Neural Networks

The power prediction for photovoltaic (PV) power plants has significant importance for their grid connection. Due to PV power’s periodicity and non-stationary characteristics, traditional power prediction methods based on linear or time series models are no longer applicable. This paper presents a m...

Full description

Bibliographic Details
Main Authors: Honglu Zhu, Xu Li, Qiao Sun, Ling Nie, Jianxi Yao, Gang Zhao
Format: Article
Language:English
Published: MDPI AG 2015-12-01
Series:Energies
Subjects:
photovoltaic power prediction
wavelet decomposition
artificial neural network
theoretical solar irradiance
signal reconstruction
Online Access:http://www.mdpi.com/1996-1073/9/1/11

Similar Items

Similar Items