Zhenpeng Lao

Intelligent fault diagnosis for rail transit switch machine based on adaptive feature selection and improved LightGBM

Zhenpeng Lao, Deqiang He, Zexian Wei et al. · Engineering Failure Analysis · 2023 · 90 citations

Fault Diagnosis, Intelligent Fault Diagnosis, Engineering +6

Preventive maintenance optimization for key components of subway train bogie with consideration of failure risk

Haimeng Sun, Deqiang He, Jiecheng Zhong et al. · Engineering Failure Analysis · 2023 · 84 citations

Railway Traffic, Subway Train Bogie, Reliability Engineering +12

Few-shot fault diagnosis of turnout switch machine based on semi-supervised weighted prototypical network

Zhenpeng Lao, Deqiang He, Zhenzhen Jin et al. · Knowledge-Based Systems · 2023 · 79 citations

Fault Diagnosis, Few-shot Fault Diagnosis, Engineering +9

Train bearing fault diagnosis based on multi-sensor data fusion and dual-scale residual network

Deqiang He, Zhenpeng Lao, Zhenzhen Jin et al. · Nonlinear Dynamics · 2023 · 72 citations

Fault Diagnosis, Engineering, Fault Detection +6

Mechanical fault time series prediction by using EFMSAE-LSTM neural network

Jianwen Guo, Zhenpeng Lao, Ming Hou et al. · Measurement · 2020 · 68 citations

Fault Diagnosis, Engineering, Machine Learning +7