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个人简介

王颖,女,1989年生,东南大学自动化学院副教授,博导,硕导,每年招收博士生1名,硕士生1~2名。 目前在张凯锋教授的科研团队。2011年本科毕业于南京航空航天大学电气工程与其自动化专业,2014年硕士毕业于东南大学控制理论与控制工程专业,2018年博士毕业于东南大学控制理论与控制工程专业。2015.9-2017.3在美国阿贡国家实验室(Argonne National Laboratory)CSC联合培养,2017.3-2017.4在美国麻省理工学院访问交流。 所获奖励:2020年中国电机工程学会 优秀论文奖 二等奖

研究领域

电力系统调度优化、电力市场、综合能源系统运行,人工智能在上述领域中的应用 1. 基于卫星红外图像以及台风预测等信息开展海上风功率预测 2. 考虑可靠性和经济性的电网备用需求评估

近期论文

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1. Ying Wang , Zhi Zhou * , Getnet Betrie, Kaifeng Zhang , Eugene Yan. Power generation-cooling water Nexus: Impacts of cooling water shortage on power system operation-a simulation case study in Illinois, US[J]. Applied Energy , 2025, 377: 124440. 2. 张辰微 , 王颖 , 李亚平 , 等 . 基于带权重介数的综合能源系统脆弱环节防护优化模型 [J]. 上海交通大学学报 , 2025, 59 (07): 923-937. DOI:10.16183/j.cnki.jsjtu.2023.403. 3. Nanyang Zhu, Jia Ning, Wenjun Bi, Chunyu Chen, Ying Wang , Kaifeng Zhang* . CL-TGD: A novel point-wise contrastive learning with dynamic temporal granularity data incorporation for wind power prediction[J]. Expert Systems with Applications , 2025, 268: 126402. 4. Nanyang Zhu, Ying Wang , K un Yuan, Yanxia Pan, Kaifang Zhang* . Enhancing Wind power forecasting at local peak points: a novel S eq2 L pp model[J]. I EEE Transactions on Industrial Informatics , 2025. 5. Chenwei Zhang, Ying Wang* , Tao Zheng, and Kaifeng Zhang.. Complex network theory-based optimization for enhancing resilience of large-scale multi-energy System[J]. Applied Energy , 2024, 370: 123593. 6. Zhixian Wang, Ying Wang* , Zhetong Ding, Jiping Wu, and Kaifeng Zhang. Optimal AGC allocation strategy based on data-driven forecast of frequency distribution key parameters. Electric Power Systems Research 226, 2024. 7. Chenwei Zhang, Ying Wang* , Tao Zheng, Chen Wang, and Kaifeng Zhang. Identifying Critical Weak Points of Power-Gas Integrated Energy System based on Complex Network Theory. Reliability Engineering & System Safety, 2024. online 8. Zhixian Wang, Ying Wang* , Jiping Wu, and Kaifeng Zhang. Fuzzy model predictive control for frequency regulation of temporary microgrids during load restoration[J]. IET Renewable Power Generation , 2024, 18(7): 1247-1259. 9. Yuanjing Li, Ying Wang* , Lili Li, Jingxiao Jiang, Kaifeng Zhang. Construct watchlist security constraints for monthly unit commitment considering wind power uncertainty[J]. IET Renewable Power Generation , 2024, 18, 810–824. 10. Luyu Wang, Kaifeng Zhang * , Wenjun Bi, Ying Wang , Yaping Li and Wenbo Mao, Indirect Coordinated Attack Against Relay via Load-Side Power Electronics and Its Defense Strategy [J]. IEEE Transactions on Industrial Informatics , vol. 20, no. 4, pp. 5112-5124, April 2024. 11. Nanyang Zhu, Ying Wang , Kun Yuan , Jianhu Lv, Bo Su, Kaifeng Zhang * . Peak interval-focused wind power forecast with dynamic ramp considerations[J]. International Journal of Electrical Power & Energy Systems , 2024, 163: 110340. 12. Nanyang Zhu, Ying Wang , Kun Yuan, Jiahao Yan, Yaping Li, and Kaifeng Zhang * . GGNet: a novel graph structure for power forecasting in renewable power plants considering temporal lead-lag correlations. Applied Energy , 2024. 13. Y ing Wang* , Kaiping Qu, and Kaifeng Zhang. Segmented Real-time Dispatch Model and Stochastic Robust Optimization for Power-gas Integrated Systems with Wind Power Uncertainty. Journal of Modern Power Systems and Clean Energy 11 (5):1480-93, 2023. 14. Y ing Wang , Chunyu Chen * , Sen Zhang, Yilong Liu, Chongxin Huang, and Yuxin Du. 2023. A tri-level programming-based frequency regulation market equilibrium under cyber attacks. Protection and Control of Modern Power Systems, 2023, 8 (1). doi: 10.1186/s41601-023-00332-8. 15. 王颖 , 朱南阳 , 谢浩川 , 李健 , 张凯锋 . 基于对比学习辅助训练的超短期风功率预测方法 . 仪器仪表学报 , 2023, 44(3):48-56. 16. Y ing Wang , Jing Zhao, Lizhong Xu, Jing Zhou, and Kaifeng Zhang * . Cooperated Bidding of Aggregators to Meet Eligibility Requirements of Ancillary Service Market. IEEE Transactions on Industry Applications 59 (5):5715-27. doi: 10.1109/tia.2023.3284787. 17. Chen Wang, Ying Wang* , Zhetong Ding, and Kaifeng Zhang, Probabilistic Multi-energy Load Forecasting for Integrated Energy System Based on Bayesian Transformer Network, IEEE Transactions on Smart Grid , 2023, online. 18. Chen Wang, Ying Wang* , Zhetong Ding, Tao Zheng, Jiangyi Hu, and Kaifeng Zhang. A Transformer-Based Method of Multienergy Load Forecasting in Integrated Energy System. IEEE Transactions on Smart Grid 13 (4):2703-14. 2022. 19. Nanyang Zhu, Zemei Dai, Ying Wang , and Kaifeng Zhang * . A contrastive learning-based framework for wind power forecast. Expert Systems with Applications 230. 2023. 20. Zhetong Ding, Jiping Wu, Ying Wang , Shuo Shan, Kun Yuan, and Kaifeng Zhang * . DRL-based frequency response of wind turbine generators adapting their variable regulation capabilities. IET Renewable Power Generation . doi: 10.1049/rpg2.12534. 2023. 21. Zhetong Ding, Kun Yuan, Junjian Qi, Ying Wang , Jiangyi Hu, and Kaifeng Zhang * . Robust and Cost-Efficient Coordinated Primary Frequency Control of Wind Power and Demand Response Based on Their Complementary Regulation Characteristics. IEEE Transactions on Smart Grid . 13 (6):4436-48, 2022. 22. 王琛, 王颖 ,郑涛,戴则梅,张凯锋,基于 ResNet-LSTM 网络和注意力机制的综合能源系统多元负荷预测 [J]. 电工技术学报 , 2021, 37(7), 1789-1799. 23. Y ing Wang , Can W an , Z hi Zhou, K aifeng Zhang, A udun Botterud * . Improving deployment availability of energy storage with data-driven AGC signal models. IEEE Trans. Power System s , vol :33, no.4, pp. 4207-4217, July 2018 24. XueMei Dai, Ying Wang , Yang, et al. IGDT-based economic dispatch considering the uncertainty of wind and demand response. IET Renewable Power Generation , 2018, 13(6): 856-866. 25. Y ing Wang , Z hi Zhou, A udun Botterud, K aifeng Zhang * . Optimal wind power uncertainty intervals for electricity market operation . IEEE Tran s . Sustainable Energy , vol :9, no.1, pp. 199-210, Jan 2018. 26. Y ing Wang , Z hi Zhou, A udun Botterud, K aifeng Zhang * . Stochastic coordinated operation of wind and battery energy storage system considering battery degradation. Journal of Modern Power Systems and Clean Energy , 2016, 4(4): 581-592. 27. Y ing Wang , K aifeng Zhang * , Qia Ding, et al. Coordinated operation of wind power and other resources considering power system requirements . Journal of Renewable and Sustainable Energy , 2015: 7, 023121 28. 王颖 , 张凯锋 , 付嘉渝 , 庞晓东 , 耿建 . 抑制风电爬坡率的风储联合优化控制方法 . 电力系统自动化 , 2013, 37(13 ): 17-23. 29. 王颖 , 周刚 , 韩红卫 , 李婷 , 丁恰 , 张凯锋 . 计及风电最优置信度的机组组合优化方法 . 电网技术 , 201 7 , 41(3):808-815.

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