教授、博士生导师

系所：管理科学与工程系

Email：fjyang1116@foxmail.com

研究方向：智能制造系统的建模与调度、供应链与物流管理、

多目标优化、机器学习与大数据

个人简介：

阳罚军，男，太阳成集团tyc33455cc管理科学与工程系特聘教授，博士生导师。德国“洪堡学者”研究基金获得者，“上海千人计划”获得者。2016年硕博连读毕业于广东工业大学，曾先后于新加坡南洋理工大学、德国哈根大学从事博士后研究工作。

主要从事半导体制造生产计划与调度优化、医疗服务系统实时调度研究等。近年来，在IEEE Transactions on Systems, Man and Cybernetics: System、IEEE Transactions on Control Systems Technology、IEEE Transactions on Cybernetics、International Journal of Production Research等工业工程与管理科学领域国际一流期刊发表相关科研学术成果30余项，包括在IEEE Transactions相关期刊发表长文14篇，获得美国授权专利5项。Google Scholar统计论文引用次数795余次，H指数13。

2014年荣获教育部“博士研究生国家奖学金”，2018年获德国联邦政府“洪堡学者”研究基金，2021年成功入选上海市海外高层次人才计划——“上海千人”，同年以第一作者身份荣获国际知名期刊中科院一区IEEE/CAA Journal of Automatica Sinica钱学森论文奖（每年仅有一个名额）。

欢迎诚实守信、勤奋上进，尤其是擅长数学建模、计算机编程的同学申请博士后、博士、硕士，特别欢迎有志于学术研究、有意于国内外知名高校深造的同学联系。

教育背景：

2015.09 – 2016.08 博士联合培养，电气与计算机工程，美国新泽西理工学院

2011.09 – 2016.12 硕博连读，机械工程，广东工业大学

2007.09 – 2011.06 本科，工业工程，湖南科技大学

工作经历：

2023.02 – 至今 太阳成集团tyc33455cc，太阳成集团tyc33455cc，特聘教授

2021.07 – 2022.12 德国哈根大学，数学与计算机科学系，研究员

2019.07 – 2021.06 德国哈根大学，数学与计算机科学系，“洪堡学者”研究员

2017.01 – 2019.05 新加坡南洋理工大学，电气与电子工程学院，博士后研究员

代表性科研成果：（*通讯作者）

Ø 期刊论文

1. Yang F. J., Wu N. Q., Qiao Y., and Zhou M. C., “Optimal One-Wafer Cyclic Scheduling of Single-Arm Multi-Cluster Tools with Two-Space Buffering Modules,” IEEE Transactions on Systems, Man and Cybernetics: Systems, 44(12): 1584-1597, 2014. (中科院一区)

2. Yang F. J., Wu N. Q., Qiao Y., and Zhou M. C., “Petri Net-Based Polynomially Complex Approach to Optimal One-Wafer Cyclic Scheduling of Hybrid Multi-Cluster Tools in Semiconductor Manufacturing,” IEEE Transactions on Systems, Man and Cybernetics: Systems, 44(12): 1598-1610, 2014. (中科院一区)

3. Yang F. J., Wu N. Q., Qiao Y., and Zhou M. C., “Petri Net-Based Optimal One-Wafer Cyclic Scheduling of Hybrid Multi-Cluster Tools in Wafer Fabrication,” IEEE Transactions on Semiconductor Manufacturing, 27(2): 192-203, 2014. (中科院三区)

4. Yang F. J., Wu N. Q., Qiao Y., Zhou M. C., Su R., and Qu, T., “Modeling and Optimal Scheduling of Wafer- residency-time Constrained Cluster Tools via Petri Nets and Linear Programming,” IEEE Transactions on Systems, Man and Cybernetics: Systems, 50(3): 871-883, 2017. (中科院一区)

5. Yang F. J., Wu N. Q., Qiao Y., and Zhou M. C., “Optimal One-Wafer Cyclic Scheduling of Time-Constrained Hybrid Multicluster Tools via Petri Nets,” IEEE Transactions on Systems, Man and Cybernetics: Systems, 47(11): 2920-2932, 2017. (中科院一区)

6. Yang F. J., Wu N. Q., Qiao Y., Zhou M. C., and Li Z. W., “Scheduling of Single-Arm Cluster Tools for an Atomic Layer Deposition Process With Residency Time Constraints,” IEEE Transactions on Systems, Man and Cybernetics: Systems, 47(3): 502-516, 2017. (中科院一区，ESI高被引论文)

7. Yang F. J., Wu N. Q., Qiao Y., Zhou M. C., Su R., and Qu T., “Petri Net-Based Efficient Determination of Optimal Schedule for Transport-dominant Single-Arm Multi-Cluster Tools,” IEEE Access, 6: 355-365, 2017. (中科院三区)

8. Yang F. J., Wu N. Q., Qiao Y., and Zhou M. C., “Optimal One-wafer Cyclic Scheduling of Hybrid Multi-robot Cluster Tools with Tree Topology,” IEEE Transactions on Systems, Man and Cybernetics: Systems, 48(2): 289-298, 2018. (中科院一区)

9. Yang F. J., Wu N. Q., Qiao Y., and Su R., “Polynomial Approach to Optimal One-wafer Cyclic Scheduling of Treelike Hybrid Multi-Cluster Tools via Petri Nets,” IEEE/CAA Journal of Automatica Sinica, 5(1): 270-280, 2018. (中科院一区)

10. Yang F. J., Gao K. Z., Simon I. W., Zhu Y. T., and Su R., “Decomposition Methods for Manufacturing System Scheduling: A Survey,” IEEE/CAA Journal of Automatica Sinica, 5(2): 389-400, 2018. (中科院一区)

11. Yang F. J., Wu N. Q., Gao, K. Z., Zhang C. J., Zhu Y. T., Su R., and Qiao Y., “Efficient Approach to Cyclic Scheduling of Single-arm Cluster Tools with Chamber Cleaning Operations and Wafer Residency Time Constraint,” IEEE Transactions on Semiconductor Manufacturing, 31(2): 196-205, 2018. (中科院三区)

12. Yang F. J., Qiao Y., Gao K. Z, Wu N. Q., Simon I. W., Zhu Y. T., and Su R., “Efficient Approach to Scheduling of Transient Processes for Time-Constrained Single-Arm Cluster Tools With Parallel Chambers,” IEEE Transactions on Systems, Man and Cybernetics: Systems, 50(10): 3646-3657, 2020. (中科院一区)

13. Yang F. J., Tang X., Wu N. Q., Zhang C. J., and Gao L., “Wafer Residency Time Analysis for Time -constrained Single-robot-arm Cluster Tools with Activity Time Variation,” IEEE Transactions on Control Systems Technology, 28(4): 1177-1188, 2020. (中科院二区)

14. Yang F. J., Wu N. Q., Qiao Y., Zhou M. C., Su R., and Zhang C. J., “Wafer Sojourn Time Fluctuation Analysis for Time-Constrained Dual-Arm Multi-Cluster Tools with Activity Time Variation,” International Journal of Computer Integrated Manufacturing, DOI: 10.1080/0951192X.2020.1718767. (中科院三区)

15. Gao K. Z., Yang F. J., Zhou M. C., Pan Q. K., and Suganthan P. N., “Flexible Job-Shop Rescheduling for New Job Insertion by Using Discrete Jaya Algorithm,” IEEE Transactions on Cybernetics, 49(5): 1944-1955, 2018. (中科院一区，ESI高被引论文)

16. Gao K. Z., Yang F. J. ^*, Li J. Q., Sang H. Y., and Luo J. P., “Improved Jaya Algorithm for Flexible Job Shop Rescheduling Problem,” IEEE Access, 8: 86915-86922, 2020. (中科院三区)

17. Li C., Yang F. J. ^*, and Zhen L. ^*, “Efficient Scheduling Approaches to Time-constrained Single-armed Cluster Tools with Condition-based Chamber Cleaning Operations,” International Journal of Production Research, DOI: 10.1080/00207543.2021.1926568. (中科院二区)

Ø 美国授权专利

1. Wu, N. Q., Yang, F. J., Qiao, Y., Zhou, M. C. and Li Z. W., “Cluster tool apparatus and a method of controlling a cluster tool apparatus,” 2020-05-05, US Patent 10,643,873 B2.

2. Wu, N. Q., Yang, F. J., Bai L. P., Zhou, M. C. and Li Z. W., “Multi cluster tool system and a method of controlling a multi tool cluster system,” 2019-12-31, US Patent 10,520,914 B2.

3. Wu, N. Q., Yang, F. J., Qiao, Y., and Zhou, M. C., “System and method for determining an optimized schedule of a production line,” 2018-10-16, US Patent 10,101,721 B2.

4. Wu, N. Q., Yang, F. J., Qiao, Y., and Zhou, M. C., “Petri Net-Based Optimal One-Wafer Cyclic Scheduling of Treelike Hybrid Multi-Cluster Tools,” 2018-9-11, US Patent 10,073,444 B2.

5. Wu, N. Q., Yang, F. J., Qiao, Y., and Zhou, M. C., “Method for Scheduling Single-Arm Cluster Tools with Wafer Revisiting and Residency Time Constraints, 2015-12-29, US Patent 9,223,307 B1.

科研项目：

1. 华中科技大学，数字制造装备与技术国家重点实验室开放课题基金（DMETKF2019015），2019.01-2020.12（主持）

2. 德国哈根大学，“洪堡学者”研究基金，“Data-driven Scheduling Methods for Smart Manufacturing”，2019.07-2021.06（主持）

3. 新加坡南洋理工大学，“Hierarchical Modelling and Real-Time Operation Planning for Low Volume High Mix Reconfigurable Manufacturing”，2017.01-2019.06（主要参与）

4. 德国哈根大学，“Energy-efficient Batch Optimization Algorithms (E2BOA)”，2021.07-2022.12（主要参与）