Xihui Liang

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 25

Top Topics

Feature Matching

Fault Diagnosis

Transfer Learning

Rotating Machinery

Top Venues

IEEE Trans. Instrum. Meas.

Reliab. Eng. Syst. Saf.

Publications

Wentao Mao, Keying Liu, Yanna Zhang, Xihui Liang, Zhijian Wang
Self-Supervised Deep Tensor Domain-Adversarial Regression Adaptation for Online Remaining Useful Life Prediction Across Machines. IEEE Trans. Instrum. Meas. 72 (2023)
Ali Safian, Xihui Liang
Bearing fault detection and fault size estimation using an integrated PVDF transducer. ICPHM (2023)
Dawei Cheng, Zhong Lu, Jia Zhou, Xihui Liang
An optimizing maintenance policy for airborne redundant systems operating with faults by using Markov process and NSGA-II. Reliab. Eng. Syst. Saf. 236 (2023)
Wentao Mao, Yu Wang, Linlin Kou, Xihui Liang
A New Deep Tensor Autoencoder Network for Unsupervised Health Indicator Construction and Degradation State Evaluation of Metro Wheel. IEEE Trans. Instrum. Meas. 72 (2023)
Wentao Mao, Gangsheng Wang, Linlin Kou, Xihui Liang
Deep Domain-Adversarial Anomaly Detection With One-Class Transfer Learning. IEEE CAA J. Autom. Sinica 10 (2) (2023)
Wentao Mao, Jiaxian Chen, Jing Liu, Xihui Liang
Self-Supervised Deep Domain-Adversarial Regression Adaptation for Online Remaining Useful Life Prediction of Rolling Bearing Under Unknown Working Condition. IEEE Trans. Ind. Informatics 19 (2) (2023)
Wentao Mao, Huadong Shi, Gangsheng Wang, Xihui Liang
Unsupervised Deep Multitask Anomaly Detection With Robust Alarm Strategy for Online Evaluation of Bearing Early Fault Occurrence. IEEE Trans. Instrum. Meas. 71 (2022)
Wentao Mao, Jing Liu, Jiaxian Chen, Xihui Liang
An Interpretable Deep Transfer Learning-Based Remaining Useful Life Prediction Approach for Bearings With Selective Degradation Knowledge Fusion. IEEE Trans. Instrum. Meas. 71 (2022)
Sajad Saraygord Afshari, Shihao Cui, Xiangyang Xu, Xihui Liang
Remaining Useful Life Early Prediction of Batteries Based on the Differential Voltage and Differential Capacity Curves. IEEE Trans. Instrum. Meas. 71 (2022)
Yifan Li, Yaocheng Yang, Sajad Saraygord Afshari, Xihui Liang, Zaigang Chen
Adaptive Cost Function Ridge Estimation for Rolling Bearing Fault Diagnosis Under Variable Speed Conditions. IEEE Trans. Instrum. Meas. 71 (2022)
Yongbo Li, Fengshou Gu, Xihui Liang
Information Theory and Its Application in Machine Condition Monitoring. Entropy 24 (2) (2022)
Sajad Saraygord Afshari, Fatemeh Enayatollahi, Xiangyang Xu, Xihui Liang
Machine learning-based methods in structural reliability analysis: A review. Reliab. Eng. Syst. Saf. 219 (2022)
Wentao Mao, Yamin Liu, Ling Ding, Ali Safian, Xihui Liang
A New Structured Domain Adversarial Neural Network for Transfer Fault Diagnosis of Rolling Bearings Under Different Working Conditions. IEEE Trans. Instrum. Meas. 70 (2021)
Wentao Mao, Jiaxian Chen, Yuejian Chen, Sajad Saraygord Afshari, Xihui Liang
Construction of Health Indicators for Rotating Machinery Using Deep Transfer Learning With Multiscale Feature Representation. IEEE Trans. Instrum. Meas. 70 (2021)
Keying Liu, Wentao Mao, Huadong Shi, Xihui Liang
A New Unsupervised Online Early Fault Detection Framework of Rolling Bearings Based on Granular Feature Forecasting. IEEE Access 9 (2021)
Wentao Mao, Jiaxian Chen, Xihui Liang, Xinming Zhang
A New Online Detection Approach for Rolling Bearing Incipient Fault via Self-Adaptive Deep Feature Matching. IEEE Trans. Instrum. Meas. 69 (2) (2020)
Fuqiong Zhao, Zhigang Tian, Xihui Liang, Mingjiang Xie
An Integrated Prognostics Method for Failure Time Prediction of Gears Subject to the Surface Wear Failure Mode. IEEE Trans. Reliab. 67 (1) (2018)
Yuejian Chen, Xihui Liang, Ming Jian Zuo
Time series modeling of vibration signals from a gearbox under varying speed and load condition. ICPHM (2018)
Yongbo Li, Xihui Liang, Yu Wei, Xianzhi Wang
A method based on refined composite multi-scale symbolic dynamic entropy and ISVM-BT for rotating machinery fault diagnosis. Neurocomputing 315 (2018)
Yongbo Li, Xianzhi Wang, Zhenbao Liu, Xihui Liang, Shubin Si
The Entropy Algorithm and Its Variants in the Fault Diagnosis of Rotating Machinery: A Review. IEEE Access 6 (2018)
Wentao Mao, Siyu Tian, Xihui Liang, Jianliang He
Online Bearing Fault Diagnosis using Support Vector Machine and Stacked Auto-Encoder. ICPHM (2018)
Yining Fang, Xihui Liang, Ming Jian Zuo
Effect of sliding friction on transient characteristics of a gear transmission under random loading. SMC (2017)
Yongbo Li, Minqiang Xu, Xihui Liang, Wenhu Huang
Application of Bandwidth EMD and Adaptive Multiscale Morphology Analysis for Incipient Fault Diagnosis of Rolling Bearings. IEEE Trans. Ind. Electron. 64 (8) (2017)
Yongbo Li, Xihui Liang, Yuantao Yang, Minqiang Xu, Wenhu Huang
Early Fault Diagnosis of Rotating Machinery by Combining Differential Rational Spline-Based LMD and K-L Divergence. IEEE Trans. Instrum. Meas. 66 (11) (2017)
Zhong Lu, Xihui Liang, Ming Jian Zuo, Jia Zhou
Markov process based time limited dispatch analysis with constraints of both dispatch reliability and average safety levels. Reliab. Eng. Syst. Saf. 167 (2017)