Reliability & Risk Management Lab

Dr. Yan-Fu Li is currently the Deputy-Director of the Institute for Quality & Reliability and a full professor at the Department of Industrial Engineering (IE), Tsinghua University. He received his Ph.D in Industrial Engineering from National University of Singapore in 2010. He was a faculty member at Laboratory of Industrial Engineering at CentraleSupélec, France, from 2011 to 2016. His research areas include RAMS (reliability, availability, maintainability, safety) assessment and optimization with the applications onto energy systems, transportation systems, computing systems, etc. Dr. Li has published more than 100 research papers, including more than 50 peer-reviewed international journal papers with H-index 26. He is currently an Associate Editor of IEEE Transactions on Reliability, a member of IEEE Reliability Society AdCom, a senior member of IEEE and IISE and a member of INFORMS. He is a vice president of the System Reliability Chapter of System Engineering Society of China. He is an expert examiner of funding agencies include NSFC, Dutch Research Council (NWO). He is the Principal Investigator (PI) of several government projects including the key project funded by National Natural Science Foundation of China, the project in National Key R&D Program of China, and participated in several projects supported by EU or French funding bodies. He is also experienced in industrial research, the partners include Huawei, China Railway, Volkswagen, Mitsubishi Heavy Industries, EDF, ALSTOM, etc. The total amount of funding exceeds 10 million CNY.

E-mail: liyanfu@tsinghua.edu.cn

Personal Website Link: http://www2.ie.tsinghua.edu.cn/liyanfu/indexe.htm 

I received my bachelor’s and master’s degrees from the College of Mechanical and Electrical Engineering, Beijing University of Chemical Technology in 2014 and 2017, respectively. From 2017 to 2021, I was being sponsored by the China Scholarship Council and completed my Ph.D. degree from the School of Mechanical and Mechatronic Engineering, University of Technology Sydney. Currently, I am working as an assistant researcher in the Department of Industrial Engineering, Tsinghua University. My main research interests include intelligent fault diagnosis, prognostics and health management, machine learning and deep learning.

E-mail: zhangying98742@tsinghua.edu.cn

My research interests include reliability assessment of autonomous vehicles and the implementation of Bayesian network in reliability analysis. I received my bachelor’s degree in Engineering from the Tsinghua University. Outside of my work, I am interested in social work, board game and dancing.

Email: wfp17@mails.tsinghua.edu.cn

My research interests focus on prognostics and health management (PHM) and predictive maintenance. I received my bachelor’s degree in Engineering Mechanics from Tsinghua University. Outside my work, I am interested in swimming and cycling sports.

Email: mtl14@tsinghua.org.cn

I am a Ph.D. student in Industrial Engineering, Tsinghua University. I received my Bachelor’s degrees in statistics from Shandong University in 2018. My current research is related to modeling and monitoring for complex data.

Education Experience: PhD in Management Science and Engineering, Tsinghua University, China, 2018-Present BS in Statistics, Shandong University, China, 2014-2018

Honor: • IISE Data Analysis and Information System Best Student Paper Award, 2021 • Tsinghua University National Scholarship, 2020 • Mitsubishi Scholarship, 2019 • Tsinghua University Doctoral Forum Best Paper Award, 2019 • CSOOPEM IE Best Student Paper Award, 2019

Research: Statistical learning and data mining Process Modeling, Monitoring, and Prognostics.

Email: wuh18@mails.tsinghua.edu.cn

Cheng-Wu Shao is currently a Ph.D. candidate at the Department of Industrial Engineering, Tsinghua University. His research interests include smart-grid reliability and cyber-security based on game theory analysis.

Email: scw18@mails.tsinghua.edu.cn 

My current research interests include imbalanced problems and label missing problems in the field of fault diagnosis, as well as the Prognostics and Health Management (PHM) based on machine learning. I received the B.E. degree in Industrial Engineering from Huazhong University of Science and Technology, Wuhan, China, in 2019. I am currently working toward the Ph.D. degree in Management Science and Engineering from Tsinghua University.

E-mail: qm19@mails.tsinghua.edu.cn

My current research is on methodologies for reliability optimization and maintenance scheduling of complex network. In addition, I am interested in robust optimization and deep reinforcement learning. I received my bachelor's degree in Industrial Engineering from Tsinghua University.

Email: chen-zha19@mails.tsinghua.edu.cn

My current research is on the analysis of multi-state system reliability including network reliability and importance measure. I majored in financial engineering during my undergraduate period and received the Bachelor Degree in Management from Business School of Hunan University in 2020. Beside my current work, I am also interested in statistics and finance.

E-mail: jiang-c20@mails.tsinghua.edu.cn

My research interests include prognostics and health management (PHM) for mechanical equipment, semiconductor manufacturing monitoring, medical information analysis, deep learning, and machine learning. Before joining RRML, I received a B.S. degree and M.S. degree in mechanical engineering at the University of Electronic Science and Technology of China, Chengdu, China. Outside of work, I enjoy sleeping, music, food, and hiking.

Email: huan-wan21@mails.tsinghua.edu.cn 

My current research is on the reliability assessment of AI-based systems including autonomous driving systems. Before joining RRML, I majored in automation during my undergraduate period and received the Bachelor Degree in engineering at Zhejiang University. Outside of work, l also enjoy music and paiting.

Email: wangluya22@mails.tsinghua.edu.cn