Fault Diagnosis of Photovoltaic Array Based on Deep Belief Network

The environment of the PV array is harsh and severe, resulting in frequent faults. In order to improve the accuracy of PV array fault diagnosis, a deep belief networks (DBN) based fault diagnosis method is proposed for the common fault types of PV arrays. The experimental feature parameters was obta...

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Bibliographic Details
Main Authors: Caixia TAO, Xu WANG, Fengyang GAO
Format: Article
Language:zho
Published: State Grid Energy Research Institute 2019-12-01
Series:Zhongguo dianli
Subjects:
Online Access:https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.201901066
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