朱晓燕 女 教授博导 经济与管理学院
获得国家级人才头衔
电子邮件: xzhu5@ucas.ac.cn
通信地址: 北京市海淀区中关村东路80号中国科学院大学
邮政编码: 100190
研究领域
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。
招生信息
招收博士生、直博、硕士生、和博士后
招生专业
招生方向
教育背景
学位
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
工作经历
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 – 现今
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
社会兼职
2017-07-31-今,IISE Transactions, 副主编
教授课程
奖励
(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
部分出版信息
- SCI/SSCI 检索论文
[1] 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
[2] 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
[3] 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
[4] 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
[5] 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
[6] 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
[7] 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
[8] 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
[9] 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
[10] 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
[11] 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
[12] Remaining-useful-lifetime and system-remaining- profit based importance measures for decisions on preventive maintenance, Reliability Engineering & System Safety, 2021, 第 1 作者
[13] 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
[14] 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
[15] Component rearrangement and system replacement for a system with stochastic degradation processes, Reliability Engineering and System Safety, 2021, 第 1 作者
[16] A joint long short-term memory and AdaBoost regression approach with application to remaining useful life estimation, Measurement, 2021, 第 1 作者
[17] 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
[18] 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
[19] Dynamic maintenance policy for systems with repairable components subject to mutually dependent competing failure processes, Computers & Industrial Engineering, 2020, 第 3 作者
[20] Optimum reassignment of degrading components for non-repairable systems, IISE Transactions, 2020, 第 1 作者
[21] Managing component degradation in series systems for balancing degradation through reallocation and maintenance, IISE Transactions, 2020, 第 3 作者
[22] Reliability Assessment of a Continuous-state Fuel Cell Stack System with Multiple Degrading Components, Reliability Engineering and System Safety, 2019, 第 4 作者
[23] 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
[24] Optimum periodic component reallocation and system replacement maintenance, IEEE Transactions on Reliability, 2019, 第 3 作者
[25] Optimal decisions on product reliability, sales and promotion under nonrenewable warranties, Reliability Engineering and System Safety, 2019, 第 1 作者
[26] Importance-measure based methods for component reassignment problem of degrading components, Reliability Engineering and System Safety, 2019, 第 3 作者
[27] Design and maintenance for the data storage system considering system rebuilding process, Reliability Engineering and System Safety, 2019, 第 1 作者
[28] 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
[29] Optimal system design and sequential preventive maintenance under uncertain aperiodic-changing stresses, IEEE Transactions on Reliability, 2018, 第 1 作者
[30] A linear weighted (n,f,k) system for non-homogeneous Markov-dependent components, IIE Transactions, 2017, 第 1 作者
[31] Birnbaum importance based heuristics for multi-type component assignment problems, Reliability Engineering and System Safety, 2017, 第 1 作者
[32] 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
[33] 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
[34] 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
[35] Importance measures in reliability and mathematical programming, Annals of Operations Research , 2014, 第 1 作者
[36] Estimation of gross profit for a new durable product considering warranty and post-warranty repairs, IIE Transactions, 2014, 第 3 作者
[37] Vehicle fuel consumption minimization in routing over-dimensioned and overweight trucks in capacitated transportation networks, Journal of Cleaner Production, 2013, 第 1 作者
[38] 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
[39] Patterns of the Birnbaum importance in linear consecutive-k-out-of-n systems, IIE Transactions , 2012, 第 1 作者
[40] Reliability study for ultra-thin dielectric films with variable thickness levels , IIE Transactions , 2012, 第 2 作者
[41] Relations and generalizations of importance measures in reliability, IEEE Transactions on Reliability , 2012, 第 2 作者
[42] Some recent advances on importance measures in reliability, IEEE Transactions on Reliability , 2012, 第 2 作者
[43] 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
[44] Intelligent dynamic control of stochastic economic lot scheduling by agent-based reinforcement learning, International Journal of Production Research, 2012, 第 3 作者
[45] Heuristics for component assignment problems based on the Birnbaum importance, IIE Transactions, 2011, 第 2 作者
[46] Challenges and models in supporting logistics system design for biomass-to-bioenergy industry, Bioresource Technology , 2011, 第 1 作者
[47] Logistics system design for biomass-to-bioenergy industry with multiple types of feedstock, Bioresource Technology , 2011, 第 1 作
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学生培养
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