Jiawei Xiang

Research on variational mode decomposition and its application in detecting rub-impact fault of the rotor system

Yanxue Wang, Richard Markert, Jiawei Xiang et al. · Mechanical Systems and Signal Processing · 2015 · 541 citations

Fault Diagnosis, Engineering, Mechanical Engineering +7

Convolutional neural network-based hidden Markov models for rolling element bearing fault identification

Shuhui Wang, Jiawei Xiang, Yongteng Zhong et al. · Knowledge-Based Systems · 2017 · 260 citations

Fault Diagnosis, Reliability Engineering, Engineering +9

FEM Simulation-Based Generative Adversarial Networks to Detect Bearing Faults

Yun Gao, Xiaoyang Liu, Jiawei Xiang · IEEE Transactions on Industrial Informatics · 2020 · 209 citations

Artificial Intelligence, Fault Diagnosis, Engineering +16

Highly Efficient Fault Diagnosis of Rotating Machinery Under Time-Varying Speeds Using LSISMM and Small Infrared Thermal Images

Xin Li, Haidong Shao, Siliang Lu et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2022 · 203 citations

Fault Diagnosis, Engineering, Machine Learning +20

Fault diagnosis of angle grinders and electric impact drills using acoustic signals

Adam Głowacz, Ryszard Tadeusiewicz, Stanisław Legutko et al. · Applied Acoustics · 2021 · 177 citations · Full text

Fault Diagnosis, Condition Monitoring, Earthquake Engineering +10