Chenyu Liu

Fault diagnosis of flywheel bearing based on parameter optimization variational mode decomposition energy entropy and deep learning

Deqiang He, Chenyu Liu, Zhenzhen Jin et al. · Energy · 2021 · 155 citations

Fault Diagnosis, Condition Monitoring, Engineering +6

A semi-supervised Support Vector Data Description-based fault detection method for rolling element bearings based on cyclic spectral analysis

Chenyu Liu, Konstantinos Gryllias · Mechanical Systems and Signal Processing · 2020 · 119 citations · Full text

Fault Diagnosis, Condition Monitoring, Engineering +11

Simulation-Driven Domain Adaptation for Rolling Element Bearing Fault Diagnosis

Chenyu Liu, Konstantinos Gryllias · IEEE Transactions on Industrial Informatics · 2021 · 115 citations

Artificial Intelligence, Fault Diagnosis, Engineering +21

Anomaly detection and multi-step estimation based remaining useful life prediction for rolling element bearings

Junyu Qi, Rui Zhu, Chenyu Liu et al. · Mechanical Systems and Signal Processing · 2023 · 60 citations

Condition Monitoring, Anomaly Detection, Engineering +9

Vibration-based gear continuous generating grinding fault classification and interpretation with deep convolutional neural network

Chenyu Liu, Yannick Meerten, Katrien Declercq et al. · Journal of Manufacturing Processes · 2022 · 35 citations

Fault Diagnosis, Condition Monitoring, Convolutional Neural Network +10