系统维修性与可靠性最优化；库存管理与供应链管理；整数、非线性与网络规划；可靠性统计学；机器学习等。

招收2022年博士生与硕士生

120100-管理科学与工程

可靠性与维修性优化
供应链与库存管理
运筹学，统计，机器学习

   

博士：工业工程，美国德州农工大学 (Texas A&M University, College Station)，2005/12
硕士：工业工程，美国德州农工大学，2002/12
硕士：制造系统与创新，新加坡南洋理工大学与美国麻省理工大学联合项目，2001/07 
学士：能源与动力工程，清华大学，北京，2000/07 

   

2018-06-01-今,中国系统学会系统可靠性专委会, 主任
2017-07-31-今,IISE Transactions, 副主编

运筹学
应用统计学基础

（1） 中国科学院大学领雁银奖, 研究所（学校）, 2022
（2） 中科院优秀导师 特别奖, 特等奖, 院级, 2021
（3） 成思危优秀科研奖, 其他, 2018
（4） 获得国家级人才头衔, 国家级, 2014

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• SCI/SSCI 检索论文
• Remaining-useful-lifetime and system-remaining- profit based importance measures for decisions on preventive maintenance, Reliability Engineering & System Safety, 2021, 第 1 作者
• The optimal recovery-fund based strategy for uncertain supply chain disruptions: A risk-averse two-stage stochastic programming approach, Transportation Research Part E: Logistics and Transportation Review, 2021, 第 1 作者
• A model-based reinforcement learning approach for maintenance optimization of degrading systems in a large state space, Computers & Industrial Engineering, 2021, 第 2 作者
• Component rearrangement and system replacement for a system with stochastic degradation processes, Reliability Engineering and System Safety, 2021, 第 1 作者
• A joint long short-term memory and AdaBoost regression approach with application to remaining useful life estimation, Measurement, 2021, 第 1 作者
• Joint optimization of condition-based maintenance and inventory control for a k-out-of-n:F system of multi-state degrading components, European Journal of Operational Research, 2021, 第 2 作者
• Optimum component reallocation and system replacement maintenance for a used system with increasing minimal repair cost, Reliability Engineering and System Safety, 2020, 第 2 作者
• Dynamic maintenance policy for systems with repairable components subject to mutually dependent competing failure processes, Computers & Industrial Engineering, 2020, 第 3 作者
• Optimum reassignment of degrading components for non-repairable systems, IISE Transactions, 2020, 第 1 作者
• Managing component degradation in series systems for balancing degradation through reallocation and maintenance, IISE Transactions, 2020, 第 3 作者
• Reliability Assessment of a Continuous-state Fuel Cell Stack System with Multiple Degrading Components, Reliability Engineering and System Safety, 2019, 第 4 作者
• Integrated system design and preventive maintenance planning using risk-averse two-stage stochastic programming for high-consequence systems, European Journal of Operational Research, 2019, 第 2 作者
• Optimum periodic component reallocation and system replacement maintenance, IEEE Transactions on Reliability, 2019, 第 3 作者
• Optimal decisions on product reliability, sales and promotion under nonrenewable warranties, Reliability Engineering and System Safety, 2019, 第 1 作者
• Importance-measure based methods for component reassignment problem of degrading components, Reliability Engineering and System Safety, 2019, 第 3 作者
• Design and maintenance for the data storage system considering system rebuilding process, Reliability Engineering and System Safety, 2019, 第 1 作者
• Combined redundancy allocation and maintenance planning using a two-stage stochastic programming model for multiple component systems, IEEE Transactions on Reliability, 2018, 第 4 作者
• Optimal system design and sequential preventive maintenance under uncertain aperiodic-changing stresses, IEEE Transactions on Reliability, 2018, 第 1 作者
• A linear weighted (n,f,k) system for non-homogeneous Markov-dependent components, IIE Transactions, 2017, 第 1 作者
• Birnbaum importance based heuristics for multi-type component assignment problems, Reliability Engineering and System Safety, 2017, 第 1 作者
• Reliability and joint reliability importance in a consecutive-k-within-m-out-of-n:F system with Markov-dependent components, IEEE Transactions on Reliability, 2016, 第 1 作者
• Joint reliability importance in a consecutive-k-out-of-n:F system and an m-consecutive-k-out-of-n:F system for Markov-dependent components, IEEE Transactions on Reliability, 2015, 第 1 作者
• A stochastic inventory model for an immediate liquidation and price-promotion decision under price-dependent demand, International Journal of Production Research, 2015, 第 1 作者
• Importance measures in reliability and mathematical programming, Annals of Operations Research , 2014, 第 1 作者
• Estimation of gross profit for a new durable product considering warranty and post-warranty repairs, IIE Transactions, 2014, 第 3 作者
• Vehicle fuel consumption minimization in routing over-dimensioned and overweight trucks in capacitated transportation networks, Journal of Cleaner Production, 2013, 第 1 作者
• Implementation of a three-stage approach for the dynamic resource-constrained shortest-path sub-problem in branch-and-price, Computers and Operations Research, 2013, 第 1 作者
• Patterns of the Birnbaum importance in linear consecutive-k-out-of-n systems, IIE Transactions , 2012, 第 1 作者
• Reliability study for ultra-thin dielectric films with variable thickness levels , IIE Transactions , 2012, 第 2 作者
• Relations and generalizations of importance measures in reliability, IEEE Transactions on Reliability , 2012, 第 2 作者
• Some recent advances on importance measures in reliability, IEEE Transactions on Reliability , 2012, 第 2 作者
• A three-stage approach for the resource-constrained shortest path as a sub-problem in column generation, Computers and Operations Research, 2012, 第 1 作者
• Intelligent dynamic control of stochastic economic lot scheduling by agent-based reinforcement learning, International Journal of Production Research, 2012, 第 3 作者
• Heuristics for component assignment problems based on the Birnbaum importance, IIE Transactions, 2011, 第 2 作者
• Challenges and models in supporting logistics system design for biomass-to-bioenergy industry, Bioresource Technology , 2011, 第 1 作者
• Logistics system design for biomass-to-bioenergy industry with multiple types of feedstock, Bioresource Technology , 2011, 第 1 作

（1） 重要度在可靠性、风险、和优化中的原理和应用, Importance Measures in Reliability, Risk, and Optimization: Principles and Applications, Wiley, Chichester, UK., 2012-06, 第 2 作者
（2） 系统重要性测度原理与应用, 国防工业出版社, 2015-11, 第 2 作者