Publications

Uncertainty-informed cascaded diagnosis of compound faults in electromechanical systems via a physics-informed hypergraph framework

J. Feng, F. Qi, F. Zhu, J. Zhang, P. Gao, Y. Zhu

Reliability Engineering & System Safety, 112685 Journal

Physically-informed Bayesian feature optimization for semi-supervised industrial anomaly detection

J. Feng, J. Zhang, S. Yin, F. Qi, J. Li

Measurement Science and Technology 37(11), 116103 Journal

A Large Language Model-Based Time-Series Framework for Industrial Multi-Task Process Monitoring: A Case Study in Stamping Manufacturing

J. Feng, J. Zhang, F. Qi, Y. Zhu

SSRN Preprint 5288004 Journal

A Two-Stage Framework for Small-Sample RUL Prediction on Structurally Complex Time-Series Data

P. Gao, F. Qi, Y. Zhu, J. Zhang, W. Li, J. Feng

Annual Conference of the PHM Society 17(1) Conference

An optimization-based sample selection method considering sample redundancy and usefulness

F. Zhu, J. Feng, Z. Su, M. Xie

International Conference on the Efficiency and Performance Engineering Conference

Profile Abstract: An optimization-based subset selection and summarization method for profile data mining

F. Zhu, J. Feng, M. Xie, L. Li, J. Lei, J. Lee

IEEE Transactions on Industrial Informatics 19(9), 9337-9348 Journal

Performance degradation assessment of wind turbine gearbox based on maximum mean discrepancy and multi-sensor transfer learning

Y. Pan, R. Hong, J. Chen, J. Feng, W. Wu

Structural Health Monitoring 20(1), 118-138 Journal

Adaptive virtual metrology method based on just-in-time reference and particle filter for semiconductor manufacturing

H. Cai, J. Feng, F. Zhu, Q. Yang, X. Li, J. Lee

Measurement 168, 108338 Journal

A unified Bayesian filtering framework for multi-horizon wind speed prediction with improved accuracy

H. Cai, X. Jia, J. Feng, Q. Yang, W. Li, F. Li, J. Lee

Renewable Energy 178, 709-719 Journal

Reference-based virtual metrology method with uncertainty evaluation for material removal rate prediction based on Gaussian process regression

H. Cai, J. Feng, Q. Yang, F. Li, X. Li, J. Lee

The International Journal of Advanced Manufacturing Technology 116(3), 1199-1213 Journal

Development of an integrated framework for cyber physical system (CPS)-enabled rehabilitation system

J. Feng, F. Zhu, P. Li, H. Davari, J. Lee

International Journal of Prognostics and Health Management 12(4) Journal

Trace abstraction: A novel method to enhance fault detection in semiconductor manufacturing processes with an optimization approach

J. Feng, F. Zhu, Z. Liu, J. Zhang, L. Hua, S. Wang, M. Xie

2021 Global Reliability and Prognostics and Health Management (PHM-Nanjing), 1-6 Journal

A systematic framework for maintenance scheduling and routing for offshore wind farms by minimizing predictive production loss

J. Feng, H. Cai, Z. Liu, J. Lee

E3S Web of Conferences 233, 01063 Conference

Intelligent maintenance systems and predictive manufacturing

J. Lee, J. Ni, J. Singh, B. Jiang, M. Azamfar, J. Feng

Journal of Manufacturing Science and Engineering 142(11), 110805 Journal

Gaussian process regression for numerical wind speed prediction enhancement

H. Cai, X. Jia, J. Feng, W. Li, Y.M. Hsu, J. Lee

Renewable Energy 146, 2112-2123 Journal

Similarity-based particle filter for remaining useful life prediction with enhanced performance

H. Cai, J. Feng, W. Li, Y.M. Hsu, J. Lee

Applied Soft Computing 94, 106474 Journal

A similarity based methodology for machine prognostics by using kernel two sample test

H. Cai, X. Jia, J. Feng, W. Li, L. Pahren, J. Lee

ISA Transactions 103, 112-121 Journal

A virtual metrology method with prediction uncertainty based on Gaussian process for chemical mechanical planarization

H. Cai, J. Feng, Q. Yang, W. Li, X. Li, J. Lee

Computers in Industry 119, 103228 Journal

A novel scalable method for machine degradation assessment using deep convolutional neural network

P. Li, X. Jia, J. Feng, F. Zhu, M. Miller, L.Y. Chen, J. Lee

Measurement 151, 107106 Journal

Evaluating feature selection and anomaly detection methods of hard drive failure prediction

Q. Yang, X. Jia, X. Li, J. Feng, W. Li, J. Lee

IEEE Transactions on Reliability 70(2), 749-760 Journal

Cross trajectory Gaussian process regression model for battery health prediction

J. Feng, X. Jia, H. Cai, F. Zhu, X. Li, J. Lee

Journal of Modern Power Systems and Clean Energy 9(5), 1217-1226 Journal

A framework for semi-automated fault detection configuration with automated feature extraction and limits setting

H. Cai, J. Feng, J. Moyne, J. Iskandar, M. Armacost, F. Li, J. Lee

2020 31st Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC) Conference

Methodology of adaptive prognostics and health management in dynamic work environment

J. Feng

Ph.D. Dissertation, University of Cincinnati Journal

An online virtual metrology model with sample selection for the tracking of dynamic manufacturing processes with slow drift

J. Feng, X. Jia, F. Zhu, J. Moyne, J. Iskandar, J. Lee

IEEE Transactions on Semiconductor Manufacturing Journal

A combined filtering strategy for short term and long term wind speed prediction with improved accuracy

H. Cai, X. Jia, J. Feng, Q. Yang, Y.M. Hsu, Y. Chen, J. Lee

Renewable Energy 136, 1082-1090 Journal

An intelligent system for offshore wind farm maintenance scheduling optimization considering turbine production loss

J. Feng, X. Jia, F. Zhu, Q. Yang, Y. Pan, J. Lee

Journal of Intelligent & Fuzzy Systems Journal

A novel similarity-based method for remaining useful life prediction using kernel two sample test

X. Jia, H. Cai, Y. Hsu, W. Li, J. Feng, J. Lee

Proceedings of the Annual Conference of the PHM Society 11 Conference

A deep learning based method for cutting parameter optimization for band saw machine

P. Li, J. Feng, F. Zhu, H. Davari, L.Y. Chen, J. Lee

Annual Conference of the PHM Society 11(1) Conference

Methodology of adaptive prognostics and health management using streaming data in big data environment

J. Feng

Proceedings of the Annual Conference of the PHM Society 11(1) Conference

Wheel bearing fault isolation and prognosis using acoustic based approach

J. Feng, X. Du, M. Salman

Proceedings of the Annual Conference of the Prognostics and Health Management Society Conference

Prognosability study of ball screw degradation using systematic methodology

P. Li, X. Jia, J. Feng, H. Davari, G. Qiao, Y. Hwang, J. Lee

Mechanical Systems and Signal Processing 109, 45-57 Journal

Adaptive virtual metrology for semiconductor chemical mechanical planarization process using GMDH-type polynomial neural networks

X. Jia, Y. Di, J. Feng, Q. Yang, H. Dai, J. Lee

Journal of Process Control 62, 44-54 Journal

A review of PHM data competitions from 2008 to 2017: Methodologies and analytics

X. Jia, B. Huang, J. Feng, H. Cai, J. Lee

Proceedings of the Annual Conference of the Prognostics and Health Management Society Conference

Modeling and solution of offshore wind farm maintenance scheduling

H.Z. Tan, W. Lv, L.W. Jin, Z.C. Liu, J.S. Feng

DEStech Transactions on Environment, Energy and Earth Sciences Journal

Research on the underwater AUV docking station with two swing degrees of freedom

D. Li, T. Zhang, Y. Cai, J. Shi, J. Feng, C. Yang

Journal of Mechanical Engineering 53(4), 161-167 Journal

Study and design of a heat dissipation system in a junction box for Chinese experimental ocean observatory network

D. Li, J. Wang, J. Feng, C. Yang, Y. Chen

Marine Technology Society Journal 50(2), 63-74 Journal