Fault Diagnosis Method of Photovoltaic Array Based on BP Neural Network

Volume: 646, Issue: 1, Pages: 012020
Published: Oct 1, 2019
Abstract
Photovoltaic arrays are prone to various failures due to long-term work. In order to quickly and accurately diagnose the type of failure of the PV array and implement online monitoring of the PV array, this paper proposes the BP neural network for PV array fault diagnosis, and proposes a network search method when training BP neural network. And the K-cross-validation method is used to select the number of hidden layer nodes. The BP neural...
Paper Details
Title
Fault Diagnosis Method of Photovoltaic Array Based on BP Neural Network
Published Date
Oct 1, 2019
Volume
646
Issue
1
Pages
012020
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