High-Voltage Circuit Breaker Fault Diagnosis Using a Hybrid Feature Transformation Approach Based on Random Forest and Stacked Autoencoder

Suliang Ma, Mingxuan Chen, Jianwen Wu, +3

IEEE Transactions on Industrial Electronics

Fault DiagnosisEngineeringMachine LearningDiagnosisFault Forecasting +16

Modeling and Simulation of Hydrogen Energy Storage System for Power-to-gas and Gas-to-power Systems

Jianlin Li, Guanghui Li, Suliang Ma, +3

Journal of Modern Power Systems and Clean Energy

Hydrogen Energy TechnologyEngineeringHydrogen-based MicrogridsEnergy ConversionTypical Ae +14

Analysis of MPPT Failure and Development of an Augmented Nonlinear Controller for MPPT of Photovoltaic Systems under Partial Shading Conditions

Mingxuan Chen, Suliang Ma, Jianwen Wu, +1

Applied Sciences

Global MpptEngineeringNeural NetworkPower Electronic SystemsPhotovoltaic System +17

Fault Diagnosis in Gas Insulated Switchgear Based on Genetic Algorithm and Density- Based Spatial Clustering of Applications With Noise

Yuan Yang, Suliang Ma, Jianwen Wu, +3

IEEE Sensors Journal

Fault DiagnosisEngineeringSpatial ClusteringDiagnosisFault Forecasting +14

Multi-vibration information fusion for detection of HVCB faults using CART and D–S evidence theory

Suliang Ma, Bowen Jia, Jianwen Wu, +3

ISA Transactions

Fault DiagnosisCondition MonitoringReliability EngineeringMulti-vibration Information FusionEngineering +10

Multisensor Decision Approach for HVCB Fault Detection Based on the Vibration Information

Suliang Ma, Yang Yuan, Jianwen Wu, +3

IEEE Sensors Journal

Fault DiagnosisMultisensor Decision ApproachEngineeringDiagnosisMulti-sensor Information Fusion +17

Intelligent Fault Diagnosis of HVCB with Feature Space Optimization-Based Random Forest

Suliang Ma, Mingxuan Chen, Jianwen Wu, +3

Sensors

Fault DiagnosisEngineeringDiagnosisFault ForecastingCondition Monitoring +16

Frequency Feature Learning from Vibration Information of GIS for Mechanical Fault Detection

Yang Yuan, Suliang Ma, Jianwen Wu, +3

Sensors

Fault DiagnosisPartial DischargeEngineeringMachine LearningDiagnosis +20

Augmented Nonlinear Controller for Maximum Power-Point Tracking with Artificial Neural Network in Grid-Connected Photovoltaic Systems

Suliang Ma, Mingxuan Chen, Jianwen Wu, +2

Energies

EngineeringPhotovoltaic SystemPower ElectronicsPhotovoltaic Power StationPhotovoltaics +14

Multisignal Joint HVCB Fault Diagnosis Research Based on Adaptive Framing MFCC Feature Extraction Method

Yang Shao, Jianwen Wu, Suliang Ma, +4

IEEE Sensors Journal