个人简介
杨朋,副教授,博士生导师,主要从事机器人仓储系统、动态订单拣选技术、人工智能+仓储物流、物流仓储设施能耗优化及减碳运作研究。
教育经历:
2000年9月-2004年6月 重庆大学机械工程学院 工学学士学位
2004年9月-2007年6月 重庆大学机械工程学院 工学硕士学位
2007年9月-2011年6月 清华大学工业工程系 工学博士学位
工作经历:
2011年7月-2013年6月,清华大学深圳研究生院物流与交通学部 博士后
2015年10月,美国亚利桑那大学系统与工业工程系访问交流
2017年1月,美国劳伦斯伯克利国家实验室访问交流
2013年8月-至今,清华大学深圳国际研究生院,物流与交通学部/数据与信息研究院,讲师、副教授、博士生导师
学术兼职:
• Invite speaker: 2020 IEEE International Conference on Industrial Engineering and Applications
• Track chair: 2022 INFORMS Conference on Service Science
• Session chair: 2024 6th International Conference on Management Science and Industrial Engineering; 2022 IEEE International Conference on Industrial Engineering and Applications; 2021 IEEE International Conference on Industrial Engineering and Applications; 2020 IEEE International Conference on Industrial Engineering and Applications
• 国家自然科学基金委,同行评审专家
• 广东省/陕西省自然科学基金,同行评审专家
• 深圳市科创委、发改委、工信局等部门项目评审专家
• IISE Transactions,审稿人
• International Journal of Production Research,审稿人
• International Journal of Production Economics,审稿人
• Computers & Operations Research,审稿人
• Computers & Industrial Engineering,审稿人
• Transportation Research Part E,审稿人
• International Transactions in Operational Research,审稿人
• International Journal of Sustainable Transportation,审稿人
• Simulation Modelling Practice and Theory,审稿人
• Energy Policy,审稿人
• 工业工程,审稿人
研究领域
主要研究方向为:机器人仓储系统、动态订单拣选技术、人工智能+仓储物流、智能仓储物流设施规划运作、物流设施能耗优化及减碳运作技术、电动车充电设施规划、物流产业发展规划等。主要研究方法涉及整数规划、排队网络、系统仿真、精确及启发式算法、机器学习等。
近期论文
查看导师新发文章
(温馨提示:请注意重名现象,建议点开原文通过作者单位确认)
1. Teh Khai Jen&, Rong Wang, Peng Yang*. How to determine the I/O point policy in a robotic live-cube compact storage system. International Journal of Production Research, 2024, DOI: 10.1080/00207543.2024.2318021
2. Jie Wang, Qiusen Wang, Peng Yang*, et al. Energy consumption analysis and optimization of cold stores considering differential electricity price. Energy and Buildings, 2024, DOI: 10.1016/j.enbuild.2024.114094.
3. Rong Wang, Peng Yang*, Yeming Gong, Cheng Chen. Operational Policies and Performance Analysis for Overhead Robotic Compact Warehousing Systems with Bin Reshuffling. International Journal of Production Research, 2023, DOI: 10.1080/00207543.2023.2289643
4. Peng Yang*, Peiran Tao, Ping Xu, Yeming Gong. Bi-objective operation optimization in multi-shuttle automated storage and retrieval systems to reduce travel time and energy consumption. 2022, Engineering Optimization, 2022, DOI: 10.1080/0305215X.2022.2096881.
5. Peng Yang*, Guang Jin and Guofang Duan, Modelling and analysis for multi-deep compact robotic mobile fulfilment system. International Journal of Production Research, 2022. 60(15): 4727-4742.
6. Xingwei Chen, Peng Yang* and Zixin Shao. Simulation-based time-efficient and energy-efficient performance analysis of an overhead robotic compact storage and retrieval system. Simulation Modelling Practice and Theory, 2022. DOI:10.1016/j.simpat.2022.102560.
7. Peng Yang, Zhijie Zhao and Zuo-Jun Max Shen. A flow picking system for order fulfillment in e-commerce warehouses. IISE Transactions, 2021. 53(5): 541-551.
8. Wenpeng Li, Lixin Miao and Peng Yang*, SIMULATION ANALYSIS OF ROBOTIC MOBILE FULFILMENT SYSTEM BASED ON CELLULAR AUTOMATA. International Journal of Simulation Modelling, 2021. 20(2): 583-594.
9. Peng Yang*, Zhijie Zhao and Huijie Guo (2020) Order batch picking optimization under different storage scenarios for e-commerce warehouses. Transportation Research Part E: Logistics and Transportation Review, DOI:10.1016/j.tre.2020.101897
10. Peng Yang, Lixin Miao, Zhaojie Xue, Lei Qin. An integrated optimization of location assignment and storage/retrieval scheduling in multi-shuttle automated storage/retrieval systems. Journal of Intelligent Manufacturing, 2015, 26(6): 1145-1159.
11. Peng Yang, Lixin Miao, Zhaojie Xue, Lei Qin. Optimal storage rack design for a multi-deep compact AS/RS considering the acceleration/deceleration of the storage and retrieval machine. International Journal of Production Research, 2014. 53(3): p. 929-943.
12. Peng Yang, Lixin Miao, Zhaojie Xue, Bin Ye. Variable neighborhood search heuristic for storage location assignment and storage/retrieval scheduling under shared storage in multi-shuttle automated storage/retrieval systems. Transportation Research Part E: Logistics and Transportation Review, 2015. 79: 164-177.
13. Peng Yang, Kaidong Yang, Mingyao Qi, Lixin Miao, Bin Ye. Designing the optimal multi-deep AS/RS storage rack under full turnover-based storage policy based on non-approximate speed model of S/R machine. Transportation Research Part E: Logistics and Transportation Review, 2017. 104: 113-130.
14. Peng Yang, Yongfei Peng, Bin Ye, Lixin Miao, Bin Ye. Integrated optimization of location assignment and sequencing in multi-shuttle automated storage and retrieval systems under modified 2n-command cycle pattern. Engineering Optimization 2017, 49 (9): 1604-1620.
15. Chun Cheng, Peng Yang, Mingyao Qi, Louis-Martin Rousseau. Modeling a green inventory routing problem with a heterogeneous fleet. Transportation Research Part E: Logistics and Transportation Review, 2017. 97: 97-112.
16. Rui Chen, Xinglu Liu, Lixin Miao and Peng Yang (2020). Electric Vehicle Tour Planning Considering Range Anxiety. Sustainability. 2020, DOI:10.3390/su12093685.
17. Bin Ye, Peng Yang, Jingjing Jiang, Lixin Miao, Bo Shen, Ji Li. Feasibility and economic analysis of a renewable energy powered special town in China. Resources, Conservation and Recycling, 2017, 121: 40-50.
18. Faping Wang, Jiali Yu, Peng Yang, Lixin Miao, Bin Ye. Analysis of Barriers to Wide Spread Adoption of Electric Vehicles in Shenzhen China. Sustainability. 2017. DOI: 10.3390/su9040522.
19. Zhaojie Xue, Canrong Zhang, Wei-Hua Lin, Lixin Miao, Peng Yang. A tabu search heuristic for the local container drayage problem under a new operation mode. Transportation Research Part E: Logistics and Transportation Review, 2014. 62: 136-150.
20. 杨朋, 缪立新, 秦磊. 多载具自动化存取系统作业调度优化. 计算机集成制造系统, 2013, 19(7): 1626-1632.
21. 杨朋, 缪立新. 多载具自动化存取系统绩效评价研究. 工业工程, 2012, 15(4): 21-27.
22. 杨朋, 缪立新, 戚铭尧. 多载具自动化存取系统货位分配和拣选路径集成优化. 清华大学学报(自然科学版), 2011, 51(2): 261-266.
学术兼职
• Invite speaker: 2020 IEEE International Conference on Industrial Engineering and Applications
• Track chair: 2022 INFORMS Conference on Service Science
• Session chair: 2024 6th International Conference on Management Science and Industrial Engineering; 2022 IEEE International Conference on Industrial Engineering and Applications; 2021 IEEE International Conference on Industrial Engineering and Applications; 2020 IEEE International Conference on Industrial Engineering and Applications
• 国家自然科学基金委,同行评审专家
• 广东省/陕西省自然科学基金,同行评审专家
• 深圳市科创委、发改委、工信局等部门项目评审专家
• IISE Transactions,审稿人
• International Journal of Production Research,审稿人
• International Journal of Production Economics,审稿人
• Computers & Operations Research,审稿人
• Computers & Industrial Engineering,审稿人
• Transportation Research Part E,审稿人
• International Transactions in Operational Research,审稿人
• International Journal of Sustainable Transportation,审稿人
• Simulation Modelling Practice and Theory,审稿人
• Energy Policy,审稿人
• 工业工程,审稿人