A Heuristic Diagnostic Method for a PV System: Triple-Layered Particle Swarm Optimization–Back-Propagation Neural Network

A Heuristic Diagnostic Method for a PV System: Triple-Layered Particle Swarm Optimization–Back-Propagation Neural Network

This paper proposes a heuristic triple layered particle swarm optimization–back-propagation (PSO-BP) neural network method for improving the convergence and prediction accuracy of the fault diagnosis system of the photovoltaic (PV) array. The parameters, open-circuit voltage (Voc), short-circuit cur...

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Bibliographic Details
Main Authors: Zhenghai Liao, Dazheng Wang, Liangliang Tang, Jinli Ren, Zhuming Liu
Format: Article
Language:English
Published: MDPI AG 2017-02-01
Series:Energies
Subjects:
photovoltaic diagnosis system
particle swarm optimization
back-propagation neural network
Online Access:http://www.mdpi.com/1996-1073/10/2/226

Internet

http://www.mdpi.com/1996-1073/10/2/226

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