Photovoltaic Array Fault Diagnosis Based on Gaussian Kernel Fuzzy C-Means Clustering Algorithm

Photovoltaic Array Fault Diagnosis Based on Gaussian Kernel Fuzzy C-Means Clustering Algorithm

In the fault diagnosis process of a photovoltaic (PV) array, it is difficult to discriminate single faults and compound faults with similar signatures. Furthermore, the data collected in the actual field experiment also contains strong noise, which leads to the decline of diagnostic accuracy. In ord...

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Bibliographic Details
Main Authors: Shengyang Liu, Lei Dong, Xiaozhong Liao, Xiaodong Cao, Xiaoxiao Wang
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Sensors
Subjects:
solar energy
PV array
fault diagnosis
fill factor
kernel fuzzy C-means Clustering
KFCM
Online Access:https://www.mdpi.com/1424-8220/19/7/1520

Internet

https://www.mdpi.com/1424-8220/19/7/1520

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