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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
 
  • 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。



  • 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

    [19] 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.

    [18] Jiarui Zhang(硕士生), Bo Wang*, and Junzo Watada. Stochastic distributionally robust unit commitment with deep scenario clustering. Electric Power Systems Research, 2023, 224. 109710.

    [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

    2022.11-2023.11   定制分布式图谱训练挖掘技术服务   主持

    主持其他ZF类、中央高校类课题多项