AI-based Method of Prognostics and Health Management
基于人工智能的故障预测与健康管理方法
Many artificial intelligence (AI) technologies have been developed, and applied in different fields in recent years. This session focuses on topics on making use of theses AI technologies for prognostics and health management. Applications of AI-based methods in prognostics and health management problems are welcome.
近些年很多人工智能技术被提出并应用于不同的领域。本主题会议专注于讨论将人工智能技术应用于故障预测和健康管理。欢迎利用基于人工智能的方法解决故障预测和健康管理问题的相关研究投稿。
Chair: Weiwen Peng, Sun Yat-sen University, China
Weiwen Peng is an associate professor in the School of Intelligent Systems Engineering, Sun Yat-sen University, Shenzhen, China. He received the B.E., M.E., and Ph.D. degrees in Engineering from the University of Electronic Science and Technology of China, Chengdu, China, in 2009, 2012 and 2015, respectively. From 2016 to 2019, he worked as a Research Fellow in the National University of Singapore, Singapore. He His research interests include degradation modeling, machinery health prognostics, and Bayesian machine learning in reliability engineering. His work has appeared in journals including IEEE Transactions on Industrial Informatics, IEEE Transactions on Industrial Electronics, IEEE Transactions on Reliability, Reliability Engineering & System Safety. (E-Mail: pengww3@mail.sysu.edu.cn)
Chair: Jiawen Hu, University of Electronic Science and Technology of China, China
Jiawen Hu is an associate professor in School of Astronautics and Aeronautic, University of Electronic Science and Technology of China, Chengdu, China. He received the B.S. degree in mechanical engineering from Shanghai Jiao Tong University, Shanghai, China, in 2009, the M.S. degree in mechanical engineering from Chinese Academy of Sciences, Beijing, China, in 2012, and the Ph.D. degree in industrial engineering from Shanghai Jiao Tong University, Shanghai, China, in 2017. He was a research fellow with the Department of Industrial Systems Engineering and Management, National University of Singapore from 2017 to 2020. His research interests include maintenance optimization, degradation modeling. His work has appeared in journals including IEEE Transactions on Industrial Informatics, IISE Transactions, IEEE Transactions on Reliability, Reliability Engineering & System Safety, Journal of Manufacturing Systems, International Journal of Production Research. (E-Mail: hdl@uesct.edu.cn)
Submission Portal
If you are interested in the special session, please submit
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