Dynamic Modeling of Reliability and Maintainability
可靠性与维修性的动态建模
The special session focuses on the recent advances in dynamic modeling methods in reliability assessment, maintenance modeling and the related optimization problems.
本分会场主要讨论可靠性评估、维护建模和相关优化问题的动态建模方法。
The list of topics includes but not limited to:
● Dynamic reliability modeling via online information 基于在线信息的动态可靠性建模
● The application of machine learning in reliability and maintainability
机器学习在可靠性和维修性中的应用
● Data-driven smart maintenance policies 数据驱动的智能维修策略
● Sequential decisions models in maintenance optimization 基于序贯决策模型的维修策略
Chair: Piao Chen, Delft University of Technology, Netherlands
Piao Chen is an assistant professor in statistics at Delft Institute of Applied Mathematics, Delft University of Technology. He obtained his PhD in Industrial and Systems Engineering Management from National University of Singapore in 2017, and Bachelor in Industrial Engineering from Shanghai Jiao Tong University in 2013. Dr. Chen’s research focuses on industry big data analytics, reliability engineering, and statistical learning. Most of his work has appeared in top-tier journals in statistics and engineering, including Technometrics, Statistica Sinica, Journal of Quality Technology and IEEE Transactions on Information Theory. (E-maili:p.chen-6@tudelft.nl)
陈飘博士是代尔夫特理工大学应用数学研究所统计学助理教授。他于2017年在新加坡国立大学获得工业与系统工程管理博士学位，并于2013年在上海交通大学获得工业工程学士学位。陈博士的研究重点是产业大数据分析、可靠性工程和统计学习。他的大部分工作发表在统计学和工程领域的优秀期刊，包括Technometrics, Statistica Sinica, Journal of Quality Technology, and IEEE Transactions on Information Theory。
Chair: Yingjun Deng, Tianjin University, China
Yingjun Deng is a lecturer at the National Center for Applied Mathematics, Tianjin University. He received his bachelor's (2009) and master's (2011) degrees from Harbin Institute of Technology and his PhD (2015) from the Troyes University of Technology, France. He has been engaged in research work at the University of Waterloo in Canada (2015-2016) and Eindhoven University of Technology in the Netherlands (2018-2019). His research interests include predictive maintenance, machine learning and applied statistics. He has published research papers in Reliability Engineering & System Safety, IEEE Transactions on Reliability, IEEE Internet of Things Journal, Science China Information Sciences, ECML, ICASSP and other journals.
邓英俊，天津大学国家应用数学中心讲师。其于哈尔滨工业大学获学士(2009)和硕士(2011)，法国特鲁瓦技术大学获博士学位(2015)。先后在加拿大滑铁卢大学(2015-2016)，荷兰艾因霍芬理工大学从事研究工作(2018-2019). 主要研究领域为预测性维修、机器学习及应用统计。其在Reliability Engineering & System Safety，IEEE Transactions on Reliability, IEEE Internet of Things Journal, Science China Information Sciences, ECML, ICASSP等期刊会议发表多篇研究论文.
Chair: Xiujie Zhao, Tianjin University, China
Xiujie Zhao is an associate professor with the College of Management and Economics, Tianjin University, Tianjin, China. His research interests include accelerated reliability testing, degradation modeling, maintenance optimization, and design of experiments. He received the BE , MS and PhD degree in industrial engineering from Tsinghua University, Pennsylvania State University, and City University of Hong Kong in 2013, 2015 and 2018, respectively. He has published over 30 papers in IEEE Transactions on Reliability, IISE Transactions, European Journal of Operational Research, Journal of Quality Technology, Reliability Engineering and System Safety, among others. (E-mail: xiujiezhao@tju.edu.cn)
赵秀杰，天津大学管理与经济学部工业工程系副教授。分别于2013年、2015年和2018年获得清华大学、宾夕法尼亚州立大学、香港城市大学工业工程专业学士、硕士与博士, “北洋学者英才计划”入选者。主要研究领域为可靠性与质量管理、实验设计、质保策略优化、系统维修优化与工业统计。曾在IISE Transactions，European Journal of Operational Research，Journal of Quality Technology，Reliability Engineering & System Safety，IEEE Transactions on Reliability等国际期刊上发表论文30余篇。
Submission Portal
If you are interested in the special session, please submit
your paper or abstract here
https://www.zmeeting.org/submission/srse2023 and choose special session 14.
For any questions, please mail the organizers or conference secretary srse@sciei.org.
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