Graph-Based Semi-supervised Learning for Fault Detection and Classification in Solar Photovoltaic Arrays

Ye Zhao, Roy Ball, Jerry Mosesian, +2

IEEE Transactions on Power Electronics

Artificial IntelligenceFault DiagnosisEngineeringMachine LearningFault Forecasting +17

Line–Line Fault Analysis and Protection Challenges in Solar Photovoltaic Arrays

Ye Zhao, Jean-François de Palma, Jerry Mosesian, +2

IEEE Transactions on Industrial Electronics

Electrical EngineeringEngineeringSolar PowerFault AnalysisComputer Engineering +10

Decision tree-based fault detection and classification in solar photovoltaic arrays

Ye Zhao, Ling Yang, Brad Lehman, +3

Fault DiagnosisElectrical EngineeringReliability EngineeringEngineeringSolar Power +13

Outlier detection rules for fault detection in solar photovoltaic arrays

Ye Zhao, Brad Lehman, Roy Ball, +2

Electrical EngineeringEngineeringSolar PowerOutlier DetectionFault Analysis +9

Fault experiments in a commercial-scale PV laboratory and fault detection using local outlier factor

Ye Zhao, Florent Balboni, Thierry Arnaud, +3

Challenges to overcurrent protection devices under line-line faults in solar photovoltaic arrays

Ye Zhao, Brad Lehman, Jean-François de Palma, +2

Electrical EngineeringEngineeringSolar PowerFault AnalysisComputer Engineering +10

Fault analysis in solar PV arrays under: Low irradiance conditions and reverse connections

Ye Zhao, Brad Lehman, Jean-François de Palma, +2

Electrical EngineeringReliability EngineeringEngineeringSolar PowerFault Analysis +11

Fault evolution in photovoltaic array during night-to-day transition

Ye Zhao, Brad Lehman, Jean-François Depalma, +2

Electrical EngineeringReliability EngineeringEngineeringSolar PowerPv Fault +8

Degradation of low voltage metal oxide varistors in power supplies

Dawood Talebi Khanmiri, Roy Ball, Jerry Mosesian, +1

Electrical EngineeringElectronic CircuitsEngineeringEnergy HarvestingLow Voltage Movs +13

Challenges of overcurrent protection devices in photovoltaic arrays brought by maximum power point tracker

Ye Zhao, Brad Lehman, Jean-François de Palma, +2

Photovoltaic ArraysElectrical EngineeringOvercurrent Protection DevicesEngineeringSmart Grid +11