Hongbo Ma

A multi-ensemble method based on deep auto-encoders for fault diagnosis of rolling bearings

Xianguang Kong, Gang Mao, Qibin Wang et al. · Measurement · 2019 · 84 citations

Fault Diagnosis, Engineering, Machine Learning +8

Deep transfer learning based on dynamic domain adaptation for remaining useful life prediction under different working conditions

Han Cheng, Xianguang Kong, Qibin Wang et al. · Journal of Intelligent Manufacturing · 2021 · 76 citations

Artificial Intelligence, Dynamic Domain Adaptation, Engineering +12

The two-stage RUL prediction across operation conditions using deep transfer learning and insufficient degradation data

Han Cheng, Xianguang Kong, Qibin Wang et al. · Reliability Engineering & System Safety · 2022 · 76 citations

Insufficient Degradation Data, Reliability Engineering, Engineering +12

A method for rapidly evaluating reliability and predicting remaining useful life using two-dimensional convolutional neural network with signal conversion

Qibin Wang, Bo Zhao, Hongbo Ma et al. · Journal of Mechanical Science and Technology · 2019 · 60 citations

Reliability, Reliability Engineering, Engineering +12

Remaining useful life prediction combined dynamic model with transfer learning under insufficient degradation data

Han Cheng, Xianguang Kong, Qibin Wang et al. · Reliability Engineering & System Safety · 2023 · 46 citations

Insufficient Degradation Data, Reliability Engineering, Engineering +14