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曹晓宇

教授 硕士生导师

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  • 学历： 博士研究生毕业
  • 学位： 博士
  • 职称： 教授

学术成果

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代表性论文

  1. Xunhang Sun, Xiaoyu Cao*, Qiaozhu Zhai, Haisheng Tan, Jianchen Hu, Lei Zhu, Li Su, Wenli Zhou, Feng Gao and Xiaohong Guan, “NUMA-Aware Virtual Machine Placement: New MMMK Model and Column Generation-Based Decomposition Approach,” IEEE Transactions on Automation Science and Engineering, vol. 22, pp. 1817-1832, 2025. 

  2. Jianchen Hu, Kang Liu, Yuexian Zhang, Xunhang Sun, Qiaozhu Zhai, Xiaoyu Cao, Lei Zhu, Li Su, Wenli Zhou, Yi Xia and Feng Gao, “A relax-and-round optimization algorithm for online NUMA-aware virtual machine placement,” Expert Systems with Applications, vol. 271, no. 1, pp. 126653, May 2025. 

  3. Xunhang Sun, Xiaoyu Cao* Bo Zeng, Qiaozhu Zhai, Tamer Başar and Xiaohong Guan, “Stochastic-Robust Planning of Networked Hydrogen-Electrical Microgrids: A Study on Induced Refueling Demand,” IEEE Transactions on Smart Grid, vol. 16, no. 1, pp. 115-130, Jan. 2025. 

  4. Lun Yang, Guibin Chen and Xiaoyu Cao. “A deep reinforcement learning-based charging scheduling approach with augmented Lagrangian for electric vehicles,” Applied Energy, vol. 378, pp. 124706, Jan. 2025.

  5. Jiexing Zhao, Qiaozhu Zhai, Yuzhou Zhou and Xiaoyu Cao, “An Analytical Feasibility Condition for The Multi-stage Robust Scheduling of Energy Storage Systems with Application on SCUC,” IEEE Transactions on Power Systems, vol. 40, no. 1, pp. 435-448, Jan. 2025.

  6. Tengbo Wang, Yuchen Dong*,  Xiaoyu Cao*,  Zhanbo Xu, Feng Gao and Xiaohong Guan, “Economic and resilient planning of hydrogen-enriched power distribution network with mobile hydrogen energy resources,” International Journal of Hydrogen Energy, Early Access, DOI: 10.1016/j.ijhydene.2025.01.389.

  7. Lun Yang, Hui Li, Hongcai Zhang, Qiuwei Wu and Xiaoyu Cao, “Stochastic-Distributionally Robust Frequency-Constrained Optimal Planning for an Isolated Microgrid,” IEEE Transactions on Sustainable Energy, vol. 15, no. 4, pp. 2155-2169, Oct. 2024.

  8. Mengxiao Chen, Xiaoyu Cao*, Zitong Zhang, Lun Yang, Donglai Ma and Miaomiao Li, “Risk-Averse Stochastic Scheduling of Hydrogen-Based Flexible Loads Under 100% Renewable Energy Scenario,” Applied Energy, vol. 370, pp. 123569, Sept. 2024.

  9. Lun Yang, Xunhang Sun, Xiaoyu Cao*, Mengxiao Chen and Xiaohong Guan, “Joint Chance-Constrained Coordinated Scheduling for Electricity-Heat Coupled Systems Considering Hydrogen Storage”, Energy Internet, vol. 1, no. 1, pp. 99-111, Aug. 2024.

  10. Jiexing Zhao, Qiaozhu Zhai, Yuzhou Zhou and Xiaoyu Cao, “Multi-stage robust scheduling of battery energy storage for distribution systems based on uncertainty set decomposition,” Journal of Energy Storage, vol. 92, pp. 112026, Jul 2024.

  11. Xunhang Sun, Xiaoyu Cao*, Miaomiao Li, Qiaozhu Zhai and Xiaohong Guan, “Seasonal operation planning of hydrogen-enabled multi-energy microgrids through multistage stochastic programming,” Journal of Energy Storage, vol. 85, pp. 111125, Apr. 2024. 

  12. Mengxiao Chen, Xiaoyu Cao*, Zitong Zhang, Lun Yang and Yuzhou Zhou, “Co-scheduling of Renewable Energy Generation and Hydrogen-Based Flexible Loads Through Multi-Scale Hierarchical Optimization,” 2024 14th Asian Control Conference (ASCC), Dalian, China, 2024, pp. 2533-2538.

  13. Jiexing Zhao, Qiaozhu Zhai, Yuzhou Zhou, Xiaoyu Cao, Jianchen Hu and Fei Xue, “Multi-stage Robust Implicit Decision Rule for Optimal Control Problem of Energy Storage System,” 2024 IEEE 20th International Conference on Automation Science and Engineering (CASE), Bari, Italy, 2024, pp. 1120-1125.

  14. Xunhang Sun, Xiaoyu Cao*, Bo Zeng, Qiaozhu Zhai and Xiaohong Guan, “Multistage Dynamic Planning of In-tegrated Hydrogen-Electrical Microgrids under Multiscale Uncertainties,” IEEE Transactions on Smart Grid, vol. 14, no. 5, pp. 3482-3498, Sept. 2023. ESI高被引论文
  15. Xiaoyu Cao, Tianxiang Cao, Zhanbo Xu, Bo Zeng, Feng Gao and Xiaohong Guan, “Resilience Constrained Scheduling of Mobile Emergency Resources in Electricity-Hydrogen Distribution Network, ” IEEE Transactions on Sustainable Energy, vol. 14, no. 2, pp. 1269-1284, April 2023. ESI高被引论文
  16. Yuchen Dong, Weibo Zheng, Xiaoyu Cao*, Xunhang Sun and Zhengwen He, “Co-planning of hydrogen-based microgrids and fuel-cell bus operation centers under low-carbon and resilience considerations,” Applied Energy, vol. 336, pp. 120849, April 2023.
  17. Zhentong Shao, Xiaoyu Cao*, Qiaozhu Zhai and Xiaohong Guan, “Risk-Constrained Planning of Rural-Area Hydrogen-Based Microgrid Considering Multiscale and Multi-Energy Storage Systems,” Applied Energy, vol. 334, pp. 120682, Mar. 2023.
  18. Yuexian Zhang, Jianchen Hu, Xunhang Sun, Qiaozhu Zhai, Lei Zhu, Li Su, Wenli Zhou, Fangzhu Ming, Xiaoyu Cao and Feng Gao, "Generating Heuristic Policies from Optimization in Large Scale Cloud Computing VM scheduling," 2023 42nd Chinese Control Conference (CCC), Tianjin, China, 2023, pp. 2013-2020.
  19. Xiaoyu Cao, Xunhang Sun, Zhanbo Xu, Bo Zeng and Xiaohong Guan, “Hydrogen-Based Networked Microgrids Planning Through Two-Stage Stochastic Program-ming with Mixed-Integer Conic Recourse,” IEEE Transactions on Automation Science & Engineering, vol. 19, no. 4, pp. 3672-3685, Oct. 2022.
  20. Xiaoyu Cao, Jianxue Wang and Bo Zeng, “A Study on the Strong Duality of Second-Order Conic Relaxation of AC Optimal Power Flow in Radial Networks,” IEEE Transactions on Power Systems, vol. 37, no. 1, pp. 443-455, Jan. 2022. ESI高被引论文
  21. Mingsheng Ma, Shuaipeng Li, Yuanlin Chang, Sheng Zhang, Chenghong Li, Xu Gong, Huiying Xu, Feng Gao, Xiaoyu Cao and Chao-Bo Yan, "Efficient and Accurate Simulation of Origin-Destination Flow in Telecommunication Systems," 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE), Mexico City, Mexico, 2022, pp. 1707-1712.

  22. Xiaoyu Cao*, Tianxiang Cao, Feng Gao and Xiaohong Guan, “Risk-Averse Storage Planning for Improving RES Hosting Capacity Under Uncertain Siting Choices,” IEEE Transactions on Sustainable Energy, vol. 12, no. 4, pp. 1984-1995, Oct. 2021. ESI高被引论文、热点论文

  23. Jinhui Liu, Xiaoyu Cao*, Zhanbo Xu, Xiaohong Guan, Xiangxiang Dong and Chao Wang, “Resilient operation of multi-energy industrial park based on integrated hydro-gen-electricity-heat microgrids,” International Journal of Hydrogen Energy, vol. 46, no. 57, pp. 28855-28869, Aug. 2021.
  24. Jingdong Wei, Yao Zhang, Jianxue Wang, Xiaoyu Cao and M. Khan, “Multi-Period Planning of Multi-Energy Microgrid with Multi-Type Uncertainties Using Chance Constrained Information Gap Decision Method,” Applied Energy, vol. 260, pp. 1-19, Feb. 2020. ESI高被引论文
  25. Xiaoyu Cao, Jianxue Wang, Jianhui Wang and Bo Zeng, “A Risk-Averse Conic Model for Networked Microgrids Planning with Reconfiguration and Reorganizations,” IEEE Transactions on Smart Grid, vol. 11, no. 1, pp. 696-709, Jan. 2020. 
  26. Xiaoyu Cao, Jianxue Wang and Bo Zeng, “Networked Microgrids Planning Through Chance Constrained Stochastic Conic Programming,” IEEE Transactions on Smart Grid, vol. 10, no. 6, pp. 6619-6628, Nov. 2019.
  27. Min Zhang, Xiaoyu Cao* and Jianxue Wang, “Operational Benefits Assessment of Demand Response Based on Linearized Consumers Satisfaction Constraints and Stochastic Simulation Method”, 2019 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia), 2019, pp. 2476-2481.
  28. Xiaoyu Cao, Jianxue Wang and Bo Zeng, “Distributed Generation Planning Guidance Through Feasibility and Profit Analysis,” IEEE Transactions on Smart Grid, vol. 9, no. 5, pp. 5473-5475, Sept. 2018.
  29. Xiaoyu Cao, Jianxue Wang and Bo Zeng, “A Chance Constrained Information-Gap Decision Model for Multi-Period Microgrid Planning,” IEEE Transactions on Power Systems, vol.33, no.3, pp. 2684-2695, May 2018. 
  30. Yuhan Zhang, Jianxue Wang, A. Berizzi and Xiaoyu Cao, “Life cycle planning of battery energy storage system in off‐grid wind–solar–diesel microgrid,” IET Generation, Transmission & Distribution, vol. 12, no. 20, pp. 4451-4461, Jan. 2018.
  31. Xiaoyu Cao, Jianxue Wang and Zhong Zhang. Multi-Objective Optimization of Pre-planned Microgrid Islanding Based on Stochastic Short-Term Simulation. International Transactions on Electrical Energy Systems, vol. 27, no. 1, pp. e2238, Jan. 2017.

  32. Baorong Zhou, Shuhua Liu, Siyu Lu, Xiaoyu Cao* and Wenmeng Zhao, “Cost–benefit analysis of pumped hydro storage using improved probabilistic production simulation method”, International Conference on Renewable Power Generation (RPG 2017), 2017, pp. 1-6.

  33. Yao Zhang, Jianxue Wang, Yyunhao Li and Xiaoyu Cao, “Chance-Constrained Transmission Expansion Planning with Guaranteed Wind Power Utilization,” 2017 IEEE Power & Energy Society General Meeting, 2017, pp. 1-5.
  34. Xiaoyu Cao*, Jianxue Wang and Shimin Liu, “The Optimum Scheduling of Preplanned Microgrid Island Using Response Surface Methodology,” International Conference on Renewable Power Generation (RPG 2015), 2015, pp. 1-6.
  35. Zhong Zhang, Jianxue Wang and Xiaoyu Cao, “Economic Dispatch of Microgrid Considering Optimal Management of Lithium Batteries,” 2014 International Conference on Power System Technology, 2014, pp. 3194- 3199.
发明专利
  1. 一种考虑检修流的移动氢能微网调度方法，申请号：202211008697.8，已授权，第一完成人. 更新时间：2024年08月.
  2. 一种移动氢能微电网系统及其调度方法，专利号：ZL202211008696.3，已授权，第一完成人. 更新时间：2024年06月.
  3. 一种柔性电氢制储注一体站容量配置方法及系统，专利号：ZL202111644893.X, 已授权，第一完成人. 更新时间：2023年07月.
  4. 一种地理分布式能源联盟的风险规避调度方法及系统，专利号：ZL202411951583.6, 已受理，第一完成人. 更新时间：2024年12月.
  5. 一种面向分布式云的算力资源跨域协同调度方法及系统，专利号：2023116866291，进入实质审查阶段，第一完成人. 更新时间：2024年03月.
  6. 分布式云用算力资源跨域协同调度异步计算方法及系统，专利号：2023116894605，进入实质审查阶段，第一完成人. 更新时间：2024年03月.
  7. 一种基于拉格朗日松弛的易碎品物流仓储调度方法及系统，专利号：2024101307434，进入实质审查阶段，第一完成人. 更新时间：2024年01月.
  8. 电氢制充注一体站柔性网络多阶段动态规划方法及系统，申请号：2023103282244，进入实质审查阶段，第一完成人. 更新时间：2023年09月.
  9. 一种支撑新能源电网中长期电力供需平衡的储能规划方法，申请号：202310311016.3，已受理，第一完成人. 更新时间：2023年03月.
  10. 一种家用电器智能监测系统，申请号：2023206236582，进入实质审查阶段, 第一完成人. 更新时间：2023年03月.
  11. 一种含储能配电网的可靠性评估方法及系统，申请号：202211055683.1，进入实质审查阶段，第一完成人. 更新时间：2022年12月.
  12. 一种基于热电联供的移动氢能微网调度方法及系统，申请号：202211007730.5，进入实质审查阶段，第一完成人. 更新时间：2022年08月.
  13. 一种电氢制储注一体站选址定容方法及系统, 申请号: 202111648829.9, 进入实质审查阶段，第一完成人. 更新时间：2022年04月. 
  14. 一种配电网储能规划节点重要度评估方法及系统, 申请号: 202111518329.3, 进入实质审查阶段, 第三完成人. 更新时间：2022年03月.
  15. 一种对等控制模式下微电网电压频率偏差估计方法, 专利号: ZL201711411779.6, 已授权, 第三完成人. 更新时间：2021年11月.
  16. 基于个体优化及系统多能互补的光热电站优化配置方法, 专利号: ZL201910359554.3, 已授权, 第四完成人. 更新时间：2021年09月.
  17. 基于抽水蓄能电站修正时序负荷曲线的随机生产模拟方法, 专利号: ZL201711252690.X, 已授权, 第四完成人. 更新时间：2021年04月.
  18. 双边参与的调峰辅助服务容量选取和经济模型构建方法, 发明专利, 专利号: ZL201910354920.6, 已授权, 第四完成人. 更新时间：2021年04月.
  19. 一种基于典型拓扑匹配的微电网系统源-网协调规划方法, 发明专利, 专利号: ZL201910354920.6, 已授权, 第四完成人. 更新时间：2021年04月.
  20. 一种基于调节特性和经济性的微网无功补偿装置配置方法, 发明专利, 专利号: ZL201910082281.2, 已授权, 第五完成人. 更新时间：2020年11月.
  21. 全寿命周期框架下的配电变压器更换方法, 专利号: ZL201510201851.7, 已授权, 第二完成人. 更新时间：2018年06月.
软件著作权
  1. 基于TOPSIS-RSR的电力用户用能状态综合评价软件，软件著作权，登记号：2023SR1152637，第一完成人，2023年04月.
  2. 基于非侵入式负荷特征辨识的电力用户电价响应度评估软件，软件著作权，登记号：2023SR0928132，第一完成人，2023年04月.
  3. 基于非侵入式负荷特征辨识的电力用户柔性负荷调度软件，软件著作权，登记号：2023SR0953061，第一完成人，2023年04月.
  4. 氢电互补综合能源微网容量配置优化软件, 软件著作权, 登记号: 2022SR0360485, 第一完成人, 2022年02月.
  5. 氢电互补移动微网应急调度软件, 软件著作权, 登记号: 2022SR0360457, 第一完成人, 2021年06月.
  6. 微电网分布式电源与储能容量配置优化软件, 软件著作权, 登记号: 2019SR0111224, 第二完成人, 2017年12月.
  7. 微网多类型无功补偿装置优化配置软件, 软件著作权, 登记号: 2019SR0111209, 第三完成人, 2017年12月.
  8. 基于运行模拟的微网规划方案全景评估软件, 软件著作权, 登记号: 2017SR437385, 第二完成人, 2017年08月.

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