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ResearcherID: Q-1796-2015

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Employment (3)

Zhejiang University of Technology: Hangzhou, Zhejiang, CN

2014-03-14 to present | Associate Professor (College of Mechanical Engineering)
Employment
Source: Self-asserted source
Xiaohang Jin

University of Nebraska–Lincoln: Lincoln, Nebraska, US

2015-02-01 to 2016-01-31 | Postdoc Fellow (Department of Electrical and Computer Engineering)
Employment
Source: Self-asserted source
Xiaohang Jin

City University of Hong Kong: Kowloon, HK

2013-10-01 to 2014-03-10 | Senior Research Associate (Department of Electronic Engineering/Department of Systems Engineering and Engineering Management)
Employment
Source: Self-asserted source
Xiaohang Jin

Education and qualifications (3)

City University of Hong Kong: Kowloon, HK

2010-10-01 to 2013-12-01 | Ph.D. (Department of Electronic Engineering)
Education
Source: Self-asserted source
Xiaohang Jin

Shanghai Jiao Tong University: Shanghai, CN

2003-09-01 to 2006-03-31 | Master (School of Mechanical Engineering)
Education
Source: Self-asserted source
Xiaohang Jin

Zhejiang University of Technology: Hangzhou, Zhejiang, CN

1999-09-01 to 2003-06-31 | Bachelor (College of Mechanical Engineering)
Education
Source: Self-asserted source
Xiaohang Jin

Professional activities (1)

IEEE: New York, NY, US

2017-08-19 to present | Senior Member
Membership
Source: Self-asserted source
Xiaohang Jin

Works (36)

Knowledge Graph Metric Learning Network for Few-Shot Health Status Assessment

IEEE Sensors Journal
2025 | Journal article
DOI: 10.1109/JSEN.2024.3507096
Contributors: Gang Xiao; Ying Cao; Jiacheng Huang; Xiaohang Jin; Yuanming Zhang
Source: check_circle
Crossref

A Guided Multiobjective Optimization Method for Attenuation Calibration in Distributed Fiber Sensing

IEEE Transactions on Instrumentation and Measurement
2024 | Journal article
DOI: 10.1109/TIM.2024.3440371
Contributors: Jiamu Ling; Chenli Shi; Feng Wang; Wei Ye; Xiaohang Jin; Zhuangwei Xu; Zhengguo Xu
Source: check_circle
Crossref

Current-Aided Vibration Fusion Network for Fault Diagnosis in Electromechanical Drive System

IEEE Transactions on Instrumentation and Measurement
2024 | Journal article
DOI: 10.1109/TIM.2024.3363791
Contributors: Ruchun Zhao; Guoqian Jiang; Qun He; Xiaohang Jin; Ping Xie
Source: check_circle
Crossref

Incremental Learning Method for Wind Turbine Fault Detection Models Considering False Negatives

IEEE Transactions on Instrumentation and Measurement
2024 | Journal article
DOI: 10.1109/TIM.2024.3458051
Contributors: Ziqi Wang; Xiaohang Jin; Zhengguo Xu
Source: check_circle
Crossref

Remaining Useful Life Prediction Based on Incremental Learning

IEEE Transactions on Reliability
2024 | Journal article
DOI: 10.1109/TR.2023.3294939
Contributors: Zijun Que; Xiaohang Jin; Zhengguo Xu; Chang Hu
Source: check_circle
Crossref

Remaining Useful Life Prediction of Radioisotope Thermoelectric Generator Using a Component-Level Mechanism-Based Nonlinear Additive Wiener Process

IEEE Transactions on Instrumentation and Measurement
2024 | Journal article
DOI: 10.1109/TIM.2024.3470018
Contributors: Zixuan He; Ziqian Kong; Xiaohang Jin; Zijun Que; Zhengguo Xu
Source: check_circle
Crossref

Spatio-Temporal Feature Alignment Transfer Learning for Cross-Turbine Blade Icing Detection of Wind Turbines

IEEE Transactions on Instrumentation and Measurement
2024 | Journal article
DOI: 10.1109/TIM.2024.3350147
Contributors: Ruxu Yue; Guoqian Jiang; Xiaohang Jin; Qun He; Ping Xie
Source: check_circle
Crossref

Remaining useful life prediction with uncertainty quantification based on multi-distribution fusion structure

Reliability Engineering & System Safety
2024-11 | Journal article
DOI: 10.1016/j.ress.2024.110383
Contributors: Yuling Zhan; Ziqian Kong; Ziqi Wang; Xiaohang Jin; Zhengguo Xu
Source: check_circle
Crossref

Graph Spatio-Temporal Networks for Condition Monitoring of Wind Turbine

IEEE Transactions on Sustainable Energy
2024-10 | Journal article
DOI: 10.1109/TSTE.2024.3411884
Contributors: Xiaohang Jin; Shengye Lv; Ziqian Kong; Hongchun Yang; Yuanming Zhang; Yuanjing Guo; Zhengguo Xu
Source: check_circle
Crossref

Spatio-Temporal Propagation: An Extended Message-Passing Graph Neural Network for Remaining Useful Life Prediction

IEEE Sensors Journal
2024-10-15 | Journal article
DOI: 10.1109/JSEN.2024.3404072
Contributors: Ziqian Kong; Xiaohang Jin; Feng Wang; Zhengguo Xu
Source: check_circle
Crossref

A novel data-driven approach for coal-fired boiler under deep peak shaving to predict and optimize NOx emission and heat exchange performance

Energy
2024-09 | Journal article
DOI: 10.1016/j.energy.2024.132106
Contributors: Yixi Wu; Ziqi Wang; Chenli Shi; Xiaohang Jin; Zhengguo Xu
Source: check_circle
Crossref

Improved Autoencoder Model With Memory Module for Anomaly Detection

IEEE Sensors Journal
2024-04-15 | Journal article
DOI: 10.1109/JSEN.2024.3370965
Contributors: Wei Huang; Zhen Liu; Xiaohang Jin; Jinshan Xu; Xinwei Yao
Source: check_circle
Crossref

An Adaptive Condition Monitoring Method of Wind Turbines Based on Multivariate State Estimation Technique and Continual Learning

IEEE Transactions on Instrumentation and Measurement
2023 | Journal article
DOI: 10.1109/TIM.2023.3265118
Contributors: Ziqi Wang; Xiaohang Jin; Zhengguo Xu
Source: check_circle
Crossref

Condition Monitoring of Wind Turbine Generators Based on SCADA Data and Feature Transfer Learning

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3240306
Contributors: Xiaohang Jin; Hao Wang; Ziqian Kong; Zhengguo Xu; Wei Qiao
Source: check_circle
Crossref

Temporal Knowledge Graph Informer Network for Remaining Useful Life Prediction

IEEE Transactions on Instrumentation and Measurement
2023 | Journal article
DOI: 10.1109/TIM.2023.3309395
Contributors: Yuanming Zhang; Weiyue Zhou; Jiacheng Huang; Xiaohang Jin; Gang Xiao
Source: check_circle
Crossref

A Physics-Based and Data-Driven Feature Extraction Model for Blades Icing Detection of Wind Turbines

IEEE Sensors Journal
2023-02-15 | Journal article
DOI: 10.1109/JSEN.2023.3234151
Contributors: Xiaohang Jin; Xiaoying Zhang; Xu Cheng; Guoqian Jiang; Lesedi Masisi; Wei Huang
Source: check_circle
Crossref

Spatio-Temporal Fusion Attention: A Novel Approach for Remaining Useful Life Prediction Based on Graph Neural Network

IEEE Transactions on Instrumentation and Measurement
2022 | Journal article
DOI: 10.1109/TIM.2022.3184352
Contributors: Ziqian Kong; Xiaohang Jin; Zhengguo Xu; Bin Zhang
Source: check_circle
Crossref

Condition Monitoring of Wind Turbine Generator Based on Transfer Learning and One-Class Classifier

IEEE Sensors Journal
2022-12-15 | Journal article
DOI: 10.1109/JSEN.2022.3218054
Contributors: Xiaohang Jin; Hengtuo Pan; Chengzuo Ying; Ziqian Kong; Zhengguo Xu; Bin Zhang
Source: check_circle
Crossref

Remaining Useful Life Prediction for Bearings Based on a Gated Recurrent Unit

IEEE Transactions on Instrumentation and Measurement
2021 | Journal article
DOI: 10.1109/TIM.2021.3054025
Contributors: Zijun Que; Xiaohang Jin; Zhengguo Xu
Source: check_circle
Crossref

Condition Monitoring of Wind Turbine Generators Using SCADA Data Analysis

IEEE Transactions on Sustainable Energy
2021-01 | Journal article
DOI: 10.1109/TSTE.2020.2989220
Contributors: Xiaohang Jin; Zhuangwei Xu; Wei Qiao
Source: check_circle
Crossref

Fault Detection for Rolling-Element Bearings Using Multivariate Statistical Process Control Methods

IEEE Transactions on Instrumentation and Measurement
2019-09 | Journal article
DOI: 10.1109/TIM.2018.2872610
Contributors: Xiaohang Jin; Jicong Fan; Tommy W. S. Chow
Source: check_circle
Crossref

A Data-Driven Approach for Bearing Fault Prognostics

IEEE Transactions on Industry Applications
2019-07 | Journal article
DOI: 10.1109/TIA.2019.2907666
Contributors: Xiaohang Jin; Zijun Que; Yi Sun; Yuanjing Guo; Wei Qiao
Source: check_circle
Crossref

Drivetrain Gearbox Fault Diagnosis: Vibration- and Current-Based Approaches

IEEE Industry Applications Magazine
2018-11 | Journal article
DOI: 10.1109/MIAS.2017.2740470
Contributors: Xiaohang Jin; Fangzhou Cheng; Yayu Peng; Wei Qiao; Liyan Qu
Source: check_circle
Crossref

MD‐based approaches for system health monitoring: a review

IET Science, Measurement & Technology
2017-07 | Journal article
DOI: 10.1049/iet-smt.2016.0340
Contributors: Xiaohang Jin; Yu Wang; Tommy W.S. Chow; Yi Sun
Source: check_circle
Crossref

A Two-Stage Data-Driven-Based Prognostic Approach for Bearing Degradation Problem

Ieee Transactions on Industrial Informatics
2016 | Journal article
DOI: 10.1109/TII.2016.2535368
WOSUID:

WOS:000378530300004
Contributors: Wang, Yu; Peng, Yizhen; Zi, Yanyang; Jin, Xiaohang; Tsui, Kwok-Leung
Source: Self-asserted source
Xiaohang Jin via ResearcherID

Joint Label Consistent Dictionary Learning and Adaptive Label Prediction for Semisupervised Machine Fault Classification

Ieee Transactions on Industrial Informatics
2016 | Journal article
DOI: 10.1109/TII.2015.2496272
WOSUID:

WOS:000370764200025
Contributors: Jiang, Weiming; Zhang, Zhao; Li, Fanzhang; Zhang, Li; Zhao, Mingbo; Jin, Xiaohang
Source: Self-asserted source
Xiaohang Jin via ResearcherID

Quantitative Evaluation of Wind Turbine Faults Under Variable Operational Conditions

Ieee Transactions on Industry Applications
2016 | Journal article
DOI: 10.1109/TIA.2016.2519412
WOSUID:

WOS:000377110900014
Contributors: Jin, Xiaohang; Qiao, Wei; Peng, Yayu; Cheng, Fangzhou; Qu, Liyan
Source: Self-asserted source
Xiaohang Jin via ResearcherID

Anomaly Detection and Fault Prognosis for Bearings

IEEE Transactions on Instrumentation and Measurement
2016-09 | Journal article
DOI: 10.1109/TIM.2016.2570398
Contributors: Xiaohang Jin; Yi Sun; Zijun Que; Yu Wang; Tommy W. S. Chow
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Evaluating covariance in prognostic and system health management applications

Mechanical Systems and Signal Processing
2015 | Journal article
DOI: 10.1016/j.ymssp.2014.10.012
WOSUID:

WOS:000350535500014
Contributors: Menon, Sandeep; Jin, Xiaohang; Chow, Tommy W. S.; Pecht, Michael
Source: Self-asserted source
Xiaohang Jin via ResearcherID

Kuiper test and autoregressive model-based approach for wireless sensor network fault diagnosis

Wireless Networks
2015 | Journal article
DOI: 10.1007/s11276-014-0820-0
WOSUID:

WOS:000351670000009
Contributors: Jin, Xiaohang; Chow, Tommy W. S.; Sun, Yi; Shan, Jihong; Lau, Bill C. P.
Source: Self-asserted source
Xiaohang Jin via ResearcherID

Fault diagnosis of rolling element bearings via discriminative subspace learning: Visualization and classification

Expert Systems With Applications
2014 | Journal article
DOI: 10.1016/j.eswa.2013.11.026
WOSUID:

WOS:000331019800023
Contributors: Zhao, Mingbo; Jin, Xiaohang; Zhang, Zhao; Li, Bing
Source: Self-asserted source
Xiaohang Jin via ResearcherID

Motor Bearing Fault Diagnosis Using Trace Ratio Linear Discriminant Analysis

Ieee Transactions on Industrial Electronics
2014 | Journal article
DOI: 10.1109/TIE.2013.2273471
WOSUID:

WOS:000326263700031
Contributors: Jin, Xiaohang; Zhao, Mingbo; Chow, Tommy W. S.; Pecht, Michael
Source: Self-asserted source
Xiaohang Jin via ResearcherID

Weighted local and global regressive mapping: A new manifold learning method for machine fault classification

Engineering Applications of Artificial Intelligence
2014 | Journal article
DOI: 10.1016/j.engappai.2014.01.014
WOSUID:

WOS:000334139600011
Contributors: Jin, Xiaohang; Yuan, Fang; Chow, Tommy W. S.; Zhao, Mingbo
Source: Self-asserted source
Xiaohang Jin via ResearcherID

Anomaly detection of cooling fan and fault classification of induction motor using Mahalanobis-Taguchi system

Expert Systems With Applications
2013 | Journal article
DOI: 10.1016/j.eswa.2013.04.024
WOSUID:

WOS:000322051600001
Contributors: Jin, Xiaohang; Chow, Tommy W. S.
Source: Self-asserted source
Xiaohang Jin via ResearcherID

Effect of Low-Frequency Vibration in Z-Direction (Out-of-Plane) on Slider Dynamics

Ieee Transactions on Magnetics
2013 | Journal article
DOI: 10.1109/TMAG.2013.2252359
WOSUID:

WOS:000323644700007
Contributors: Wang, Yu; Jin, Xiaohang; Chen, Shengxiang; Wei, Xiongfei; Tsui, Kwok-Leung
Source: Self-asserted source
Xiaohang Jin via ResearcherID

Health Monitoring of Cooling Fans Based on Mahalanobis Distance With mRMR Feature Selection

Ieee Transactions on Instrumentation and Measurement
2012 | Journal article
DOI: 10.1109/TIM.2012.2187240
WOSUID:

WOS:000306519900017
Contributors: Jin, Xiaohang; Ma, Eden W. M.; Cheng, L. L.; Pecht, Michael
Source: Self-asserted source
Xiaohang Jin via ResearcherID

Peer review (6 reviews for 5 publications/grants)

Review activity for Applied energy (1)
Review activity for Computers in industry. (1)
Review activity for Journal of mechanical science and technology. (1)
Review activity for Mechanical systems and signal processing. (2)
Review activity for Reliability engineering & systems safety. (1)
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