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  • 个人简介
  • 研究方向
  • 科研(教学)奖励
  • 论文发表
  • 专著出版
  • 科研项目
  • 社会兼职
  • 荣誉称号
  • 专利发明
  • 指导工程管理硕士情况
 
  • 早稻田大学工学博士(2012.9),日本学术振兴会JSPS博士后(2012.10-2014.3),2014年加入南京大学,现为工程管理学院副教授、硕士生导师。主要从事机器学习与智能算法、数据分析与预测、复杂系统建模与优化、风险评估等方向的研究,应用领域主要包括智能电网优化调度、证券市场投资组合等。已发表多篇高水平SCI期刊论文,包括IEEE Trans. on Power Systems、IEEE Trans. on Fuzzy Systems、Information Sciences、Energy等。已主持完成国家自然科学基金青年基金一项、江苏省自然科学基金青年基金一项、中央高校相关科研基金多项。获2018南京大学魅力导师奖,2017年FIM&ISME杰出贡献奖,2015年江苏省系统工程学会优秀论文一等奖,2013年第十届管理工程国际研讨会Excellent Paper Award。现为IEEE Trans. on Power Systems,IEEE Trans. on Fuzzy Systems,IEEE Trans. on Cybernetics,Applied Energy等国际顶级期刊审稿人。其他学术兼职包括能源互联网专委会委员,KES会员,ISME、ICGEC、ISAE 组委会委员,曾任Intelligent Decision Technologies杂志副主编。每年计划招收硕士研究生3-4名,有意读博的同学可优先考虑。欢迎具备自动化、电气工程、计算机、数学等背景的同学加入我们的团队。


  • 主要从事机器学习与智能算法、数据分析与预测、复杂系统建模与优化、风险评估等方向的研究,应用领域主要包括智能电网优化调度、证券市场投资组合等。


    Call for Papers:
    I am organizing a Special Issue "Application of Machine Learning in Power Systems and Energy Storage" with Dr. Yize Chen, for the Open Access journal Energies. The submission deadline is 17 July 2023, more details can be found at the link below:
    https://www.mdpi.com/journal/energies/special_issues/H3QF3Y8Q7W

  • 2021年“协鑫-瑞华”师德师风奖

    2018年南京大学魅力导师奖

    2017年FIM&ISME杰出贡献奖

    2016年中国指挥与控制学会科学技术进步奖二等奖(排名3/6)

    2015年江苏省系统工程学会优秀论文一等奖

    2013年第十届管理工程国际研讨会Excellent Paper Award

  • Selected Publication

    [18] Ran Yuan(硕士生), Bo Wang*, Yeqi Sun, Xuanning Song and Junzo Watada. Conditional style-based generative adversarial networks for renewable scenario generation. IEEE Trans. on Power Systems, 2023, 38(2): 1281-1296.

    [17] Yifei Wu(硕士生), Bo Wang*, Ran Yuan and Junzo Watada. A gramian angular field-based data-driven approach for multiregion and multisource renewable scenario generation. Information Sciences, 2023, 619: 578-602.

    [16] Jinhao Shi(硕士生), Bo Wang*, Kaiyi Luo, Yifei Wu, Min Zhou and Junzo Watada. Ultra-short-term wind power interval prediction based on multi-task learning and generative critic networks. Energy, 2023, 272. 127116.

    [15] Xuanning Song(硕士生), Bo Wang*, Pei-Chun Lin, Guangyu Ge, Ran Yuan and Junzo Watada. Scenario-based distributionally robust unit commitment optimization involving cooperative interaction with robots. Information Systems Frontiers, online, 2023.

    [14] Jinhao Shi(硕士生), Bo Wang*, Ran Yuan, Zhi Wang, Chunlin Chen and Junzo Watada. Rolling horizon wind-thermal unit commitment optimization based on deep reinforcement learning. Applied Intelligence, online, 2023.

    [13] Xianhe Wang(硕士生), Bo Wang*, Tiantian Li, Huaxiong Li and Junzo Watada. Multi-criteria fuzzy portfolio selection based on three-way decisions and cumulative prospect theory. Applied Soft Computing, 2023, 134. 110033.    

    [12] Yeqi Sun(硕士生), Bo Wang*, Ran Yuan and Junzo Watada. Rolling unit commitment based on dual-discriminator conditional generative adversarial networks. Electric Power Systems Research, 2022, 205. 107770.

    [11] Min Zhou(硕士生), Bo Wang*, Shudong Guo and Junzo Watada. Multi-objective prediction intervals for wind power forecast based on deep neural networks. Information Sciences, 2021, 550: 207-220.

    [10] Ran Yuan(硕士生), Bo Wang*, Zhixin Mao and Junzo Watada. Multi-objective wind power scenario forecasting based on PG-GAN. Energy, 2021, 226. 120379.

    [9] Xianhe Wang(硕士生), Bo Wang*, Shu Liu, Huaxiong Li, Tianxing Wang and Junzo Watada. Fuzzy portfolio selection based on three-way decision and cumulative prospect theory. International Journal of Machine Learning and Cybernetics, 2021, 1-16.

    [8] Min Zhou(硕士生), Bo Wang*, Tiantian Li and Junzo Watada. A data-driven approach for multi-objective unit commitment under hybrid uncertainties. Energy, 2018, 164: 722-733.

    [7] Bo Wang*, You Li, Shuming Wang and Junzo Watada. A multi-objective portfolio selection model with fuzzy Value-at-Risk ratio. IEEE Trans. on Fuzzy Systems, 2018, 26(6): 3673-3687.

    [6] Shuming Wang, Bo Wang* and Junzo Watada. Adaptive budget-portfolio investment optimization under risk tolerance ambiguity. IEEE Trans. on Fuzzy Systems, 2017, 25(2): 363-376.

    [5] Bo Wang*, Shuming Wang, Xianzhong Zhou and Junzo Watada. Two-stage multi-objective unit commitment optimization under hybrid uncertainties. IEEE Trans. on Power Systems, 2016, 31(3): 2266-2277.

    [4] Bo Wang*, You Li and Junzo Watada.Supply reliability and generation cost analysis due to load forecastuncertainty in unit commitment problems. IEEE Trans. on Power Systems, 2013, 28(3): 2242-2252.

    [3] Bo Wang*, Shuming Wang and JunzoWatada. Fuzzy portfolio selection models with Value-at-Risk. IEEE Trans. on Fuzzy Systems, 2011, 19(4): 758-769.

    [2] Bo Wang*, You Li and Junzo Watada. Multi-period portfolio selection with dynamic risk/expected-return levelunder fuzzy random uncertainty. Information Sciences, 2017, 385-386: 1-18.

    [1] Bo Wang*, Shuming Wang, Xianzhong Zhou and Junzo Watada. Multi-objective unit commitment with wind penetration and emissionconcerns under stochastic and fuzzy uncertainties. Energy, 2016, 111(1): 18-31.

  • 2012.4-2014.3  日本学术振兴会JSPS 基金项目  主持

    2016.7-2019.6  江苏省自然科学基金青年基金   主持

    2017.1-2019.12  国家自然科学基金青年基金    主持

    2019.3-2019.7  基于文本信息抽取的XXX技术研究  主持

    2022.6-2023.6   粤港澳大湾区低碳交通规划研究  主持

    主持其他ZF类、中央高校类课题多项