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董伟,副研究员,硕士生导师,杭州电子科技大学自动化(人工智能)学院先进制造与物联感知研究所副所长。主要围绕智能电气装备、人工智能、新型电力系统等领域开展学术研究及产学研社会服务工作。
主要面向电力人工智能这一领域开展学术研究与产品研发工作,包括智能电气装备、具身智能机器人与多模态融合感知设备研制,AI大模型、工业智能体与云边端系统解决方案开发。相关成果累计发表SCI一区、TOP等高水平学术论文20余篇;主持及参与参与包括国家自然科学基金、浙江省重点研发计划(尖兵)、浙江省自然科学基金以及国家电网、杭州电力设备等企事业单位科技项目二十余项,累计科研经费两千余万,具有丰富的科学研究与产学研结合经验。 研究团队氛围和谐融洽,学术研究与产业服务并重,致力推动科技成果从“书架”走向“货架”。学生科研指导及产学研实践经验丰富,可提供完整的理论研究培养与实际产品开发锻炼机会,真诚欢迎对大模型与AI Agent研发应用,具身智能机器人及智能设备软硬件开发等领域感兴趣的硕(学硕专硕均可招生)、博(学术型/专业型博士)同学前来深造。
纵向科研
1. 浙江省自然科学基金青年项目,2025.01-2026.12,项目负责人 2. 国家自然科学基金面上项目,2022.01-2025.12,主要参与人 3. 浙江省省属高校基本科研业务费科研创新专项,2023.01-2024.12,项目负责人 4. 浙江省重点研发计划项目(尖兵),2024.01-2026.12,课题技术负责人 横向科研
1.变电站辅助作业机器人装备配套技术研发,2023.09-2025.12. 2.基于多传感融合感知带电作业机器人装备研究,2021.10-2023.06. 3.基于大模型的设备检修作业智能调度技术研究,2025.01-2026.12. 4.面向规模化车网互动的交流V2G充放电装备研发,2026.01-2026.12. 5.绿色便携式应急抢修电源关键技术研究及设备研制,2023.05-2025.02. 6.自适应组网的储能EMS控制器研制,2024.14-2027.01. 7.面向低碳的多台区共享型储能系统设备研制,2023.01-2025.12. 8.用户侧分布式储能运行调控关键技术研究,2024.01-2025.12. 9.微网级数字化新型电力系统相关技术研究,2023.01-2024.12. 10.数字化开关柜技术研发及产业化,2024.01-2026.12. 论文
[1] W. Dong, C. Chen, X. Fang, et al. Enhanced integrated energy system planning through unified model coupling multiple energy and carbon emission flows [J]. Energy, 307: 132799, 2024.(SCI 检索,IF=9.0,中科院1区,Top期刊) [2] W. Dong, F. Zhang, M. Li, et al. Imitation learning based real-time decision-making of microgrid economic dispatch under multiple uncertainties [J]. Journal of Modern Power Systems and Clean Energy, 12(4): 1183-1193, 2024.(SCI 检索,IF=6.3,中科院1区) [3] W. Dong, X. Chen, Q. Yang. Data-driven scenario generation of renewable energy production based on controllable generative adversarial networks with interpretability [J]. Applied Energy, 308: 118387, 2022.(SCI 检索,IF=11.2,中科院1区,Top期刊) [4] W. Dong, Q. Yang, W. Li, et al. Machine learning-based real-time economic dispatch in islanding microgrids in a cloud-edge computing environment [J]. IEEE Internet of Things Journal, 8(17): 13703-13711, 2021.(SCI 检索,IF=10.6,中科院1区,Top期刊) [5] W. Dong, Q. Yang, X. Fang, et al. Adaptive optimal fuzzy logic based energy management in multi-energy microgrid considering operational uncertainties [J]. Applied Soft Computing, 98: 106882, 2021.(SCI 检索,IF=8.7,中科院1区,Top期刊) [6] W. Dong, Q. Yang. Data-driven solution for optimal pumping units scheduling of smart water conservancy [J]. IEEE Internet of Things Journal, 7(3): 1919-1926, 2020.(SCI 检索,IF=10.6,中科院1区,Top期刊) [7] C. Ma, W. Dong*, Y. Shi, et al. A fuzzy logic dispatching method based on model predictive control for adaptively addressing uncertain operation scenarios in multi-energy systems [J]. Energy, 322: 135724, 2025.(SCI 检索,IF=9.0,中科院1区,Top期刊,通信作者,学生一作) [8] F. Ren, W. Dong, X. Zhao, et al. Two-layer coordinated reinforcement learning for traffic signal control in traffic network [J]. Expert Systems With Applications, 235: 121111, 2024.(SCI 检索,IF=8.5,中科院1区,Top期刊,学生一作) [9] X. Chen, W. Dong, L. Yang, et al. Scenario-based robust capacity planning of regional integrated energy systems considering carbon emissions [J]. Renewable Energy, 207: 359-375, 2023.(SCI 检索,IF=8.7,中科院1区,Top期刊) [10] X. Chen, W. Dong, Q. Yang. Robust optimal capacity planning of grid-connected microgrid considering energy management under multi-dimensional uncertainties [J]. Applied Energy, 323: 119642, 2022.(SCI 检索,IF=11.2,中科院1区,Top期刊) [11] Y. Wang, W. Dong, Q. Yang. Multi-stage optimal energy management of multi-energy microgrid in deregulated electricity markets [J]. Applied Energy, 310: 118528, 2022.(SCI 检索,IF=11.2,中科院1区,Top期刊) [12] W. Chang, W. Dong, Y. Wang, et al. Two-stage coordinated operation framework for virtual power plant with aggregated multi-stakeholder microgrids in a deregulated electricity market [J]. Renewable Energy, 199: 943-956, 2022.(SCI 检索,IF=8.7,中科院1区,Top期刊) [13] W. Chang, W. Dong, Y. Wang, et al. Day-ahead bidding strategy of cloud energy storage serving multiple heterogeneous microgrids in the electricity market [J]. Applied Energy, 336: 120827, 2023.(SCI 检索,IF=11.2,中科院1区,Top期刊) [14] X. Fang, W. Dong, Y. Wang, et al. Multiple time-scale energy management strategy for a hydrogen-based multi-energy microgrid [J]. Applied Energy, 328: 120195, 2022.(SCI 检索,IF=11.2,中科院1区,Top期刊) [15] X. Fang, W. Dong, Y. Wang, et al. Multi-stage and multi-timescale optimal energy management for hydrogen-based integrated energy systems [J]. Energy, 286: 129576, 2024.(SCI 检索,IF=9.0,中科院1区,Top期刊) [16] M. Ibrahim, W. Dong, Q. Yang. Machine learning driven smart electric power systems: Current trends and new perspectives [J]. Applied Energy, 272: 115237, 2020.(SCI 检索,IF=11.2,中科院1区,Top期刊,ESI高被引论文) 著作
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