Mengui Qian

FedRUL: A New Federated Learning Method for Edge-Cloud Collaboration Based Remaining Useful Life Prediction of Machines

Liang Guo, Yaoxiang Yu, Mengui Qian et al. · IEEE/ASME Transactions on Mechatronics · 2022 · 87 citations

Cluster Computing, Engineering, Machine Learning +21

Dynamic modeling and analysis of rolling bearings with rolling element defect considering time-varying impact force

Ruiqi Zhang, Liang Guo, Zhuyuxiu Zong et al. · Journal of Sound and Vibration · 2023 · 52 citations

Time-varying Impact Force, Rolling Bearings, Mechanical Engineering +1

A new method to select frequency band for vibration signal demodulation and condition estimation of rolling bearings

Yaoxiang Yu, Mengui Qian, Tao Chen et al. · ISA Transactions · 2022 · 26 citations

Frequency Band, Condition Monitoring, Vibrations +8

A new health indicator for rolling bearings based on impulsiveness and periodicity of signals

Mengui Qian, Yaoxiang Yu, Liang Guo et al. · Measurement Science and Technology · 2022 · 20 citations

Fault Diagnosis, Engineering, Measurement +16

A health indicator construction method based on self-attention convolutional autoencoder for rotating machine performance assessment

Weipeng Ma, Liang Guo, Hongli Gao et al. · Measurement · 2022 · 19 citations

Kinesiology, Machine Learning, Machine Systems +12