系统可靠性与维修维护策略最优化；库存与供应链管理；确定性与非确定性数学规划；机器学习，可靠性统计分析等。

招收博士生、直博、硕士生、和博士后

120100-管理科学与工程
025200-应用统计
125603-工业工程与管理

可靠性与维修性优化，供应链与库存管理，数学优化，机器学习，统计

   

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：能源与动力工程及控制，清华大学，北京，2000/07 

教授：中国科学院大学经济与管理学院，中国科学院大学中国工商管理研究中心副主任，管理科学与工程教研室主任，2014/04 –今

助理教授 (tenure-track)，博导：美国田纳西大学工业工程系（University of Tennessee, Knoxville），2008/01 – 2014/04

副主任：美国田纳西大学可靠性与维护项目，2012/08 – 2014/04

博士后：美国田纳西大学电子与计算机工程系，2005/09 – 2007/12

研究助理：美国德州农工大学工业工程系，2001/09 – 2005/08   

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

·       中国科学院大学优秀课程奖，2023年

·       中国科学院大学领雁银奖，2022年

·       中科院优秀导师 特别奖，2021年

·       成思危优秀科研奖，2018年

·       获得国家级人才头衔，2014年

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• SCI/SSCI 检索论文

• ·       Zhu X., Wang J.*, Coit D. (2024) Joint optimization of spare part supply and opportunistic condition-based maintenance for onshore wind farms considering maintenance route. IEEE Transactions on Engineering Management 71, 1086-1102, https://doi.org/10.1109/TEM.2022.3146361    SSCI

  ·       Zhu X., Zhang T*., Cao Y. (2024) Managing production and inventory in a remanufacturing supply chain with two classes of cores under consignment stock agreement. International Transactions in Operational Research 31, 1232–1269, http://doi.org/10.1111/itor.13175   SSCI

  ·       Bae S-J., Mun M-M., Zhu X.* (2023) A proportional intensity model with frailty for missing recurrent failure data. Technometrics, https://doi.org/10.1080/00401706.2023.2277711

  ·       Zhu X., Lu C.*, Zhang P. (2023) Classification-based framework for remaining useful life prediction with limited images and unequal time intervals. IEEE Transactions on Instrumentation & Measurement 72, article number 2524911, https://doi.org/10.1109/TIM.2023.3306533

  ·       Hao Y., Zhu X.*, Kuo W. (2023) Optimization of condition-based maintenance with multiple times of component reallocation using Markov decision process. IEEE Transactions on Reliability, early access, https://doi.org/10.1109/TR.2023.3273617

  ·       Fu Y., Zhu X.* (2023) A joint age-based system replacement and component reallocation maintenance policy: optimization, analysis and resilience. Reliability Engineering & System Safety 235, article number 109240. https://doi.org/10.1016/j.ress.2023.109240

  ·       Fu Y., Zhu X.* (2023) Preventive maintenance optimization of aperiodic multiple component-reassignments. IEEE Transactions on Industrial Informatics 19(5), 6729-6740. httpt://doi.org/10.1109/TII.2022.3206311  

  ·       Zhang T., Hao Y., Zhu X*. (2022). Consignment inventory management in a closed-loop supply chain for deteriorating items under a carbon cap-and-trade regulation. Computers & Industrial Engineering 171, article number 108410.  https://doi.org/10.1016/j.cie.2022.108410  

  ·       Cao Y., Zhu X.*, Yan, H. (2022) Data-driven Wasserstein distributionally robust mitigation and recovery against random supply chain disruption. Transportation Research Part E: Logistics and Transportation Review 163, article number 102751.  https://doi.org/10.1016/j.tre.2022.102751  SSCI

  ·       Zhu X., Cao Y., Wu J.*, Bei X., Liu H. (2022) Optimum operational schedule and accounts receivable financing in a production supply chain considering hierarchical industrial status and uncertain yield. European Journal of Operational Research 302(3), 1142-1154. https://doi.org/10.1016/j.ejor.2022.02.008

  ·       Zhu X., Wang J.*, Yuan Q., Zhang Z. (2022) Multi-stream (Q, r) model and optimization for data prefetching. European Journal of Operational Research 302(1), 130-143.  https://doi.org/10.1016/j.ejor.2021.12.007  

  ·       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

  ·       大数据背景下相似性设备剩余寿命预测研究进展，《科技促进发展》, 2020, 第 1 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 作者

（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

   

（ 1 ） 大数据驱动的高速铁路高可用性研究, 负责人, 国家任务, 2018-01--2022-12
（ 2 ） 基于元件性能退化的复杂系统可靠性与重要度研究, 负责人, 国家任务, 2016-01--2019-12
（ 3 ） 基于机器学习方法的退化元件和系统的残余寿命估计与视情维修优化, 负责人, 国家任务, 2020-01--2023-12
（ 4 ） 应对中断风险的基于应急储备金和资源的供应链弹性设 计与中断恢复策略综合优化, 负责人, 国家任务, 2023-01--2026-12

指导博士生张婷获得2023年成思危基金优秀学生奖

指导博士生郝娅倩获得2023年成思危基金优秀学生奖

指导博士生曹云植获得2022年中国科学院院长优秀奖

指导博士生曹云植获得2022年成思危基金优秀学生奖

指导博士生王军获得2021年中国科学院院长 特别奖

指导硕士生贝晓强获得2018年成思危基金优秀学生奖

学生就业单位：

  北京科技大学、北京外国语大学、西南财经大学、承德应用技术职业学院；

  京东、阿里巴巴、华为、拼多多、中国联通、北京银行等