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Fault diagnosis approach for photovoltaic array based on the stacked auto-encoder and clustering with I-V curves

Yongjie Liu, Kun Ding, Jingwei Zhang, Yuanliang Li, Zenan Yang, Wenming Zheng, Xiang Chen

2021Energy Conversion and Management94 citationsDOI

Topics & Concepts

Cluster analysisPhotovoltaic systemFault (geology)Computer scienceAutoencoderArtificial intelligenceFeature extractionData miningEncoderAutomationPattern recognition (psychology)EngineeringArtificial neural networkMechanical engineeringElectrical engineeringSeismologyGeologyOperating systemPhotovoltaic System Optimization TechniquesSolar Radiation and PhotovoltaicsAdvanced Battery Technologies Research
Fault diagnosis approach for photovoltaic array based on the stacked auto-encoder and clustering with I-V curves | Litcius