Jiejie Dai

Dissolved gas analysis of insulating oil for power transformer fault diagnosis with deep belief network

Jiejie Dai, Hui Song, Gehao Sheng et al. · IEEE Transactions on Dielectrics and Electrical Insulation · 2017 · 230 citations

Fault Diagnosis, Engineering, Machine Learning +13

GIS partial discharge pattern recognition via deep convolutional neural network under complex data source

Hui Song, Jiejie Dai, Gehao Sheng et al. · IEEE Transactions on Dielectrics and Electrical Insulation · 2018 · 152 citations

Fault Diagnosis, Convolutional Neural Network, Partial Discharge +19

Cleaning Method for Status Monitoring Data of Power Equipment Based on Stacked Denoising Autoencoders

Jiejie Dai, Hui Song, Gehao Sheng et al. · IEEE Access · 2017 · 60 citations · Full text

Data Cleaning Method, Anomaly Detection, Machine Learning +22

Power Transformer Operating State Prediction Method Based on an LSTM Network

Hui Song, Jiejie Dai, Lingen Luo et al. · Energies · 2018 · 41 citations · Full text

Power Engineering, Engineering, Diagnosis +21

Prediction of Dissolved Gas Concentrations in Transformer Oil Based on the KPCA-FFOA-GRNN Model

Jun Lin, Gehao Sheng, Yingjie Yan et al. · Energies · 2018 · 39 citations · Full text

Search Optimization, Fault Diagnosis, Engineering +16