基本信息

朱晓燕  女  教授博导  经济与管理学院
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。

招生信息

招收2022年博士生与硕士生

招生专业
120100-管理科学与工程
招生方向
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

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,清华大学,北京,2000/07 

工作经历

   
社会兼职
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

教授课程

运筹学
应用统计学基础

奖励

中科院优秀导师 特别奖 2021年


部分出版信息


    • 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

        发表著作
        (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