个人基本情况
安友军,男,1992年10月出生,博士,校聘副教授,硕士研究生导师。2018年6月毕业于三峡大学工业工程和人力资源与管理专业,获工学和管理学双学士学位;2023年9月毕业于重庆大学管理科学与工程专业(推免+硕博连读),获管理学博士学位。2023年9月至今在三峡大学机械与动力学院从事教学科研工作。主持/参与了国家重点研发计划项目2项、国家科技重大专项基金资助项目1项、湖北省自然科学基金青年项目1项、三峡大学科学基金项目1项、校企合作项目10余项,发表学术论文30余篇,其中以第一作者/第一通讯作者发表SCI一区论文11篇,ESI高被引论文1篇,担任10余家知名SCI期刊的审稿专家。
主要研究方向
1. 复杂制造系统的生产调度建模及其优化
2. 高端装备的性能退化建模与维护决策优化
3. 复杂制造系统的生产与维护集成调度优化
4. 基于深度强化学习的多智能体协同优化算法
开设课程
《数字孪生技术与应用》、《智能生产计划与调度》等
社会兼职
中国机械工程学会工业大数据与智能系统分会委员
中国图学学会数字孪生专委会委员
湖北省宜昌市首批企业“数字副总”
近年的科研项目、专著与论文、专利、获奖
主持或参与的科研项目
[1] 湖北省自然科学基金青年项目:有限缓冲约束下混流车间生产与维护集成调度优化研究(资助号:2025AFB165),起止时间:2025.03—2027.02,主持,在研;
[2] 三峡大学科学基金项目:封装测试系统“投料-生产-维护”集成调度的调控机制与优化方法研究(资助号:2024RCKJ032),起止时间:2024.01—2026.12,主持,在研;
[3] 国家重点研发计划项目:高端装备智能运维数字孪生体建模理论(资助号:2022YFB3303600),起止时间:2022.11—2025.10,主研,在研;
[4] 国家重点研发计划项目:复杂产品全生命周期价值链协同平台研发(资助号:2020YFB1711703),起止时间:2020.11—2023.10,主研,在研;
[5] “高档数控机床与基础制造装备”科技重大专项课题:机床制造过程可靠性保障技术研究与应用(资助号:2016ZX04004),起止时间:2016.10-2019.12,主研,已结题;
[6] 校企合作项目:核电典型运维场景专用智能优化引擎开发及应用(项目编号: SDHZ20230470),2023-12至2024-11,主研,已结题
[7] 校企合作项目:封装测试全线在制品及生产周期仿真,应用于成都英特尔封装测试产线,起止时间:2021.10—2022.12,主研,已结题。
代表性学术论文
[1] Youjun An, Xiaohui Chen, Kaizhou Gao, Lin Zhang, Yinghe Li, Ziye Zhao. A hybrid multi-objective evolutionary algorithm for solving an adaptive flexible job-shop rescheduling problem with real-time order acceptance and condition-based preventive maintenance[J]. Expert Systems With Applications, 2023, 212, 118711 (ESI高被引论文, 中科院1区).
[2] Ziye Zhao, Xiaohui Chen, Youjun An*. Multi-objective flexible flow-shop rescheduling with rigid-flexible hybrid constraints and preventive maintenance[J]. Computers & Industrial Engineering, 2025, 200: 110813 (中科院1区).
[3] 安友军, 刘成, 陈晓慧, 高开周, 董元发*, 孟荣华. 具有设备动态性和加工速度选择的生产与维护集成调度研究[J]. 机械工程学报(已录用), 2024, http://kns.cnki.net/kcms/detail/11.2187.th.20241010.1325.028.html. (A级期刊).
[4] Youjun An, Ziye Zhao, Kaizhou Gao*, Yuanfa Dong*, Xiaohui Chen, Bin Zhou. A self-adaptive co-evolutionary algorithm for multi-objective flexible job-shop rescheduling problem with multi-phase processing speed selection, condition-based preventive maintenance and dynamic repairman assignment[J]. Swarm and Evolutionary Computation, 2024, 89: 101643 (中科院1区).
[5] 安友军*, 陈晓慧, 胡家文, 董元发, 张林. 基于多阶段—多阈值的设备退化建模与维护决策优化[J]. 系统工程理论与实践, 2024, 44(8): 2700-2721 (A级期刊).
[6] 安友军,张俊,董元发*,高开周,彭巍,周彬. 基于学习型进化算法的并行机批调度与多级非完美性维护集成优化[J]. 计算机集成制造系统(已录用), 2024, DOI:10.13196/j.cims.2024.0472 (A级期刊).
[7] Youjun An, Xiaohui Chen, Kaizhou Gao, Yinghe Li, Lin Zhang. Multiobjective flexible job-shop rescheduling with new job insertion and machine preventive maintenance[J]. IEEE Transactions on Cybernetics, 2023, 53(5), 3101-3113 (中科院1区).
[8] Youjun An, Xiaohui Chen, Kaizhou Gao, Lin Zhang, Yinghe Li, Ziye Zhao. Integrated optimization of real-time order acceptance and flexible job-shop rescheduling with multi-level imperfect maintenance constraints[J]. Swarm and Evolutionary Computation, 2023, 77, 101243 (中科院1区).
[9] Youjun An, Xiaohui Chen, Jiawen Hu, Lin Zhang, Ziye Zhao. Integrated optimization of condition-based preventive maintenance and production rescheduling with multi-phase processing speed section and old machine scrap[J]. Reliability Engineering & Systems Safety, 2023, 238, 109399 (中科院1区).
[10] Youjun An, Xiaohui Chen, Jiawen Hu, Lin Zhang, Yinghe Li, Junwei Jiang. Joint optimization of preventive maintenance and production rescheduling with new machine insertion and processing speed selection[J]. Reliability Engineering & Systems Safety, 2022, 220, 108269 (中科院1区).
[11] Youjun An, Xiaohui Chen, Yinghe Li, Ji Zhang, Junwei Jiang. Flexible job-shop scheduling and heterogeneous repairman assignment with maintenance time window and employee timetable constraints[J]. Expert Systems With Applications, 2021, 186, 115693 (中科院1区).
[12] Youjun An, Xiaohui Chen, Ji Zhang, Yinghe Li. A hybrid multi-objective evolutionary algorithm to integrate optimization of the production scheduling and imperfect cutting tool maintenance considering total energy consumption[J]. Journal of Cleaner Production, 2020, 268, 121540 (中科院1区).
[13] Youjun An, Xiaohui Chen, Yinghe Li, Yaoyao Han, Ji Zhang, Haohao Shi. An improved non-dominated sorting biogeography-based optimization algorithm for the (hybrid) multi-objective flexible job-shop scheduling problem[J]. Applied Soft Computing, 2021, 99, 106869 (中科院2区).
[14] 安友军, 陈晓慧. 近似支配的NSGA-III算法求解柔性作业车间调度问题[J]. 系统工程学报, 2021, 36(3): 416-432.
[15] Junwei Jiang, Youjun An*, Jiawen Hu, Yuanfa Dong, Yinghe Li, Ziye Zhao. Integrated optimization of maintenance planning and non-permutation flow shop scheduling with variable processing speed[J]. Reliability Engineering & Systems Safety, 2023, 234, 109143 (中科院1区).
[16] Xiaohui Chen, Youjun An, Zhiyao Zhang, Yinghe Li. An approximate nondominated sorting genetic algorithm to integrate optimization of production scheduling and accurate maintenance based on reliability intervals[J]. Journal of Manufacturing Systems, 2020, 54: 227-241 (中科院1区).
[17] Ziye Zhao, Xiaohui Chen, Youjun An, Yinghe Li, Kaizhou Gao. A property-based hybrid genetic algorithm and tabu search for solving order acceptance and scheduling problem with trapezoidal penalty membership function[J]. Expert Systems With Applications, 2023, 218, 119598 (中科院1区).
[18] Yinghe Li, Xiaohui Chen, Youjun An*, Ziye Zhao, Chuwei Li, Junwei Jiang. Integrating machine layout, transporter allocation and worker assignment into job-shop scheduling solved by an improved non-dominated sorting genetic algorithm[J]. Computers & Industrial Engineering, 2023, 179, 109169 (中科院2区).
[19] Lin Zhang, Xiaohui Chen, Abdelhakim Khatab, Youjun An. Optimizing imperfect preventive maintenance in multi-component repairable systems under s-dependent competing risks[J]. Reliability Engineering & Systems Safety, 2022, 219, 108177 (中科院1区).
代表性科研教学奖励
[1] 重庆大学博士研究生国家奖学金、三峡大学国家励志奖学金
[2] 重庆大学优秀共产党员、优秀研究生和优秀毕业生
[3] 第八届全国大学生机械创新设计大赛全国一等奖
[4] 中国大学生机械工程创新创意大赛智能制造赛指导教师,2024(全国二等奖和三等奖)
指导学生情况
已毕业本科生:陈杜婉琪(校优论文+优秀毕业生+保研重庆大学)
在读硕士研究生:刘成、张俊、胡汉阳、唐韬、郑子桐