Efficient fault diagnosis approach for solar photovoltaic array using a convolutional neural network in combination of generative adversarial network under small dataset
Xiaoyang Lu, Yaohai Lin, Peijie Lin, Xiangjian He, Gengfa Fang, Shuying Cheng, Zhicong Chen, Lijun Wu, Lijun Wu
Topics & Concepts
Photovoltaic systemComputer scienceDiscriminatorClassifier (UML)Convolutional neural networkArtificial neural networkFault (geology)Artificial intelligenceGenerative adversarial networkGridPattern recognition (psychology)Deep learningEngineeringTelecommunicationsElectrical engineeringDetectorSeismologyGeometryMathematicsGeologyPhotovoltaic System Optimization TechniquesSolar Radiation and PhotovoltaicsIslanding Detection in Power Systems