A Novel Fault Identification Method for Photovoltaic Array via Convolutional Neural Network and Residual Gated Recurrent Unit

Wei Gao, Rong‐Jong Wai

IEEE Access

Fault DiagnosisConvolutional Neural NetworkEngineeringMachine LearningFault Forecasting +17

Hydroelectric Generating Unit Fault Diagnosis Using 1-D Convolutional Neural Network and Gated Recurrent Unit in Small Hydro

Guo-Ping Liao, Wei Gao, Gengjie Yang, +1

IEEE Sensors Journal

Fault DiagnosisConvolutional Neural NetworkEngineeringMachine LearningDiagnosis +15

Discrete Wavelet Transform-Based Triggering Method for Single-Phase Earth Fault in Power Distribution Systems

Cheng Lin, Wei Gao, Mou‐Fa Guo

IEEE Transactions on Power Delivery

Power Distribution SystemsReal-time MonitoringReliability EngineeringElectrical EngineeringEngineering +11

A newly-designed fault diagnostic method for transformers via improved empirical wavelet transform and kernel extreme learning machine

Sijia Lu, Wei Gao, Hong Cui, +1

Advanced Engineering Informatics

Fault DiagnosisReliability EngineeringEngineeringMachine LearningExtreme Learning Machine +8

Newly-Designed Fault Diagnostic Method for Solar Photovoltaic Generation System Based on IV-Curve Measurement

Junming Huang, Rong‐Jong Wai, Wei Gao

IEEE Access

Fault DiagnosisEngineeringMeasurementDiagnosisFault Forecasting +16

A Newly Designed Diagnostic Method for Mechanical Faults of High-Voltage Circuit Breakers via SSAE and IELM

Wei Gao, Su-Peng Qiao, Rong‐Jong Wai, +1

IEEE Transactions on Instrumentation and Measurement

Fault DiagnosisEngineeringMachine LearningFault ForecastingHigh-voltage Circuit Breakers +18

Robust Fuzzy Control of an Active Magnetic Bearing Subject to Voltage Saturation

Haiping Du, Nong Zhang, Jinchen Ji, +1

IEEE Transactions on Control Systems Technology

Fuzzy SystemsEngineeringFuzzy ModelingMotor DriveFuzzy Control System +15

Photovoltaic Fault Diagnosis Via Semisupervised Ladder Network With String Voltage and Current Measures

Shi-Qun Chen, Gengjie Yang, Wei Gao, +1

IEEE Journal of Photovoltaics

Fault DiagnosisEngineeringMachine LearningDiagnosisFault Forecasting +19

A novel series arc fault detection method for photovoltaic system based on multi-input neural network

Xiaoqi Chen, Wei Gao, Hong Cui, +1

International Journal of Electrical Power & Energy Systems

Multi-input Neural NetworkFault DiagnosisElectrical EngineeringEngineeringSolar Power +8

Mechanical Faults Diagnosis of High-Voltage Circuit Breaker via Hybrid Features and Integrated Extreme Learning Machine

Wei Gao, Rong‐Jong Wai, Su-Peng Qiao, +1

IEEE Access

Fault DiagnosisEngineeringMechanical Faults DiagnosisDiagnosisFault Forecasting +16