Xiaohang Jin

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 19

Top Topics

Fault Diagnosis

Linear Discriminant Analysis

Top Venues

IEEE Trans. Instrum. Meas.

Eng. Appl. Artif. Intell.

Publications

Zijun Que, Xiaohang Jin, Zhengguo Xu, Chang Hu
Remaining Useful Life Prediction Based on Incremental Learning. IEEE Trans. Reliab. 73 (2) (2024)
Yuling Zhan, Ziqian Kong, Ziqi Wang, Xiaohang Jin, Zhengguo Xu
Remaining useful life prediction with uncertainty quantification based on multi-distribution fusion structure. Reliab. Eng. Syst. Saf. 251 (2024)
Ruchun Zhao, Guoqian Jiang, Qun He, Xiaohang Jin, Ping Xie
Current-Aided Vibration Fusion Network for Fault Diagnosis in Electromechanical Drive System. IEEE Trans. Instrum. Meas. 73 (2024)
Ruxue Yue, Guoqian Jiang, Xiaohang Jin, Qun He, Ping Xie
Spatio-Temporal Feature Alignment Transfer Learning for Cross-Turbine Blade Icing Detection of Wind Turbines. IEEE Trans. Instrum. Meas. 73 (2024)
Yuanming Zhang, Weiyue Zhou, Jiacheng Huang, Xiaohang Jin, Gang Xiao
Temporal Knowledge Graph Informer Network for Remaining Useful Life Prediction. IEEE Trans. Instrum. Meas. 72 (2023)
Ziqian Kong, Xiaohang Jin, Zhengguo Xu, Zian Chen
A contrastive learning framework enhanced by unlabeled samples for remaining useful life prediction. Reliab. Eng. Syst. Saf. 234 (2023)
Xiaohang Jin, Hao Wang, Ziqian Kong, Zhengguo Xu, Wei Qiao
Condition Monitoring of Wind Turbine Generators Based on SCADA Data and Feature Transfer Learning. IEEE Access 11 (2023)
Ziqi Wang, Xiaohang Jin, Zhengguo Xu
An Adaptive Condition Monitoring Method of Wind Turbines Based on Multivariate State Estimation Technique and Continual Learning. IEEE Trans. Instrum. Meas. 72 (2023)
Zian Chen, Xiaohang Jin, Ziqian Kong, Feng Wang, Zhengguo Xu
Global and local information integrated network for remaining useful life prediction. Eng. Appl. Artif. Intell. 126 (2023)
Yuanjing Guo, Youdong Yang, Shaofei Jiang, Xiaohang Jin, Yanding Wei
Rolling Bearing Fault Diagnosis Based on Successive Variational Mode Decomposition and the EP Index. Sensors 22 (10) (2022)
Ziqian Kong, Xiaohang Jin, Zhengguo Xu, Bin Zhang
Spatio-Temporal Fusion Attention: A Novel Approach for Remaining Useful Life Prediction Based on Graph Neural Network. IEEE Trans. Instrum. Meas. 71 (2022)
Yuanjing Guo, Shaofei Jiang, Youdong Yang, Xiaohang Jin, Yanding Wei
Gearbox Fault Diagnosis Based on Improved Variational Mode Extraction. Sensors 22 (5) (2022)
Zijun Que, Xiaohang Jin, Zhengguo Xu
Remaining Useful Life Prediction for Bearings Based on a Gated Recurrent Unit. IEEE Trans. Instrum. Meas. 70 (2021)
Xiaohang Jin, Jicong Fan, Tommy W. S. Chow
Fault Detection for Rolling-Element Bearings Using Multivariate Statistical Process Control Methods. IEEE Trans. Instrum. Meas. 68 (9) (2019)
Xiaohang Jin, Zijun Que, Yi Sun, Yuanjing Guo, Wei Qiao
A Data-Driven Approach for Bearing Fault Prognostics. IAS (2018)
Xiaohang Jin, Yi Sun, Zijun Que, Yu Wang, Tommy W. S. Chow
Anomaly Detection and Fault Prognosis for Bearings. IEEE Trans. Instrum. Meas. 65 (9) (2016)
Xiaohang Jin, Fangzhou Cheng, Yayu Peng, Wei Qiao, Liyan Qu
A comparative study on Vibration- and current-based approaches for drivetrain gearbox fault diagnosis. IAS (2016)
Yu Wang, Yizhen Peng, Yanyang Zi, Xiaohang Jin, Kwok-Leung Tsui
A Two-Stage Data-Driven-Based Prognostic Approach for Bearing Degradation Problem. IEEE Trans. Ind. Informatics 12 (3) (2016)
Weiming Jiang, Zhao Zhang, Fanzhang Li, Li Zhang, Ming-Bo Zhao, Xiaohang Jin
Joint Label Consistent Dictionary Learning and Adaptive Label Prediction for Semisupervised Machine Fault Classification. IEEE Trans. Ind. Informatics 12 (1) (2016)
Xiaohang Jin, Tommy W. S. Chow, Yi Sun, Jihong Shan, Bill C. P. Lau
Kuiper test and autoregressive model-based approach for wireless sensor network fault diagnosis. Wirel. Networks 21 (3) (2015)
Yu Wang, Yizhen Peng, Yanyang Zi, Xiaohang Jin, Kwok-Leung Tsui
An integrated Bayesian approach to prognositics of the remaining useful life and its application on bearing degradation problem. INDIN (2015)
Xiaohang Jin, Yayu Peng, Fangzhou Cheng, Wei Qiao, Liyan Qu
Quantitative evaluation of wind turbine faults under variable operational conditions. IAS (2015)
Xiaohang Jin, Fang Yuan, Tommy W. S. Chow, Ming-Bo Zhao
Weighted local and global regressive mapping: A new manifold learning method for machine fault classification. Eng. Appl. Artif. Intell. 30 (2014)
Xiaohang Jin, Ming-Bo Zhao, Tommy W. S. Chow, Michael G. Pecht
Motor Bearing Fault Diagnosis Using Trace Ratio Linear Discriminant Analysis. IEEE Trans. Ind. Electron. 61 (5) (2014)
Ming-Bo Zhao, Xiaohang Jin, Zhao Zhang, Bing Li
Fault diagnosis of rolling element bearings via discriminative subspace learning: Visualization and classification. Expert Syst. Appl. 41 (7) (2014)
Xiaohang Jin, Tommy W. S. Chow
Anomaly detection of cooling fan and fault classification of induction motor using Mahalanobis-Taguchi system. Expert Syst. Appl. 40 (15) (2013)
Xiaohang Jin, Eden W. M. Ma, L. L. Cheng, Michael G. Pecht
Health Monitoring of Cooling Fans Based on Mahalanobis Distance With mRMR Feature Selection. IEEE Trans. Instrum. Meas. 61 (8) (2012)