Zhiliang Liu

Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diagnosis

Huan Wang, Zhiliang Liu, Dandan Peng et al. · IEEE Transactions on Industrial Informatics · 2019 · 476 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +18

Multibranch and Multiscale CNN for Fault Diagnosis of Wheelset Bearings Under Strong Noise and Variable Load Condition

Dandan Peng, Huan Wang, Zhiliang Liu et al. · IEEE Transactions on Industrial Informatics · 2020 · 322 citations

Fault Diagnosis, Condition Monitoring, Engineering +15

Attention-guided joint learning CNN with noise robustness for bearing fault diagnosis and vibration signal denoising

Huan Wang, Zhiliang Liu, Dandan Peng et al. · ISA Transactions · 2021 · 220 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +9

Support vector machine based estimation of remaining useful life: current research status and future trends

Hong-Zhong Huang, Hai-Kun Wang, Yan‐Feng Li et al. · Journal of Mechanical Science and Technology · 2015 · 151 citations

Support Vector Machine, Life Assessment, Engineering +14

Digital twin aided adversarial transfer learning method for domain adaptation fault diagnosis

Jinrui Wang, Zongzhen Zhang, Zhiliang Liu et al. · Reliability Engineering & System Safety · 2023 · 144 citations

Artificial Intelligence, Fault Diagnosis, Engineering +8