XI ZHANG 张曦
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张曦 Xi Zhang

我2017年于香港理工大学获得哲学博士学位，2018-2019年在中国电力科学研究院从事博士后研究工作，现任北京理工大学助理教授、硕士生导师。中国电机工程学会电力系统专委会学组成员，担任IEEE Transactions on Circuits and Systems II 期刊编委，担任IEEE Journal on Emerging and Selected Topics in Circuits and Systems期刊通信客座编委，曾任IEEE PES 北京分会秘书长，入选中国电机工程学会青年人才托举工程，获中国电工技术学会科技进步一等奖。研究方向为弹性电网、复杂网络和人工智能技术在电力系统中的应用。

I am an assistant professor at the School of Automation, Beijing Institute of Technology, Beijing, China. Before that, I was a Postdoc in China Electric Power Research Institute (CEPRI) supervised by Prof. Jianbo Guo. I received the Ph.D. degree in Electronic and Information Engineering from The Hong Kong Polytechnic University in 2017 supervised by Prof. Michael C. K. Tse. I received the B.Eng. degree in Automation from Beijing Jiaotong University in 2013. I serve as an Associate Editor (AE) in IEEE Transactions on Circuits and Systems - II: Express Briefs. My research interests include power system resilience, application of AI technologies to the analysis and decision-making in power networks, etc.

Email: xizhang@bit.edu.cn
Address: No. 5, Zhongguancun South Street, Haidian, Beijing, China.

News

Special Session in IEEE ISCAS 2023!


Date: October 31, 2022
我们将以"Modeling and analysis of cyber-multitudinal-physical systems"为主题在国际知名会议IEEE International Symposium on Circuits and Systems 2023 举办Special Session，投稿截止时间为2022年11月30日。会议详情见 ISCAS 2023。

IEEE JETCAS Special Issue Application is Successful!


Date: July 21, 2022
将以"Complex Cyber-Multitudinal-Physical Systems: Analysis, Decision-Making, and AI Applications"为主题在IEEE Journal on Emerging and Selected Topics in Circuits and Systems (IEEE JETCAS, IF=5.88) 举办专刊，投稿截止时间为2023年2月28日。详情见 Call-for-Papers。

Focus Session in IEEE ISCAS 2022!


Date: October 21, 2021
IEEE International Symposium on Circuits and Systems 2022 (IEEE ISCAS 2022) 是IEEE Circuits and Systems Society的旗舰会议。我们的专刊申请被组委会推荐为焦点论坛（Focus Session），主题为 “Intelligent analysis and decision-making of large-scale nonlinear complex systems”。经严格审稿，本次分论坛共录取8篇文章，其中5篇被推荐发表于国际著名期刊IEEE Transactions on Circuits and Systems - II: Express Briefs。详情见 ISCAS 2022 Focus Session。

Awards and Honors

  • “基于人工智能的电网故障预测预警及抑制决策技术研究”，首都挑战杯专项赛市级一等奖，指导教师，2023年

  • 中国电工技术学会科技进步一等奖，2022年

  • 中国电机工程学会青年人才托举工程，2021年

    • Recent Projects

    1. “极端环境干扰下电网弹性分析及优化策略研究"，国家自然科学基金青年项目，61803351，2019.1-2021.12，主持

    2. “极端环境下含高比例新能源电力系统弹性优化与风险抵御措施研究”，国家重点实验室开放基金，NYB51202001596，2020.7-2021.12，项目负责人

    3. “电力系统电磁小干扰稳定性线性周期时变建模与分析方法研究"，国家电网公司科技项目，5100-202055452A，2020.11~2023.10，课题负责人

    Courses

    1. 电力系统自动化（本科生课程）

    2. 电力系统智能调度（本科生课程）

    3. 计算机分布式控制系统（英语，研究生课程）

    Services

  • Associate Editor (AE) in IEEE Transactions on Circuits and Systems - II: Express Briefs since year 2022.

  • 中国电机工程学会电力系统专委会学术工作组成员，2021年8月至今.

  • IEEE Circuit and Systems Society TC member，2020年1月至今.

  • IEEE PES Beijing Chapter 秘书长，2018年5月-2019年5月.

    • Publications

    Journal Papers

    1. Identifying Sets of Critical Components that Affect the Resilience of Power Networks
      Xiwen Shan, Xi Zhang*, and Chi Kong Tse
      IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 69, no. 12, pp. 4859-4863, December 2022. | paper

    2. An integrated modeling framework for cascading failure study and robustness assessment of cyber-coupled power grids
      X. Zhang, D. Liu, H. Tu, and C. K. Tse
      Reliability Engineering and System Safety, vol. 226, pp. 108654-1-11, October 2022. | paper

    3. Assessing the robustness of cyber-physical power systems by considering wide-area protection functions
      X. Zhang, H. Ma, and C. K. Tse
      IEEE Journal of Emerging and Selected Topics in Circuits and Systems, vol. 12, no. 1, pp. 107-114, March 2022. | paper

    4. Integrating Reinforcement Learning and Optimal Power Dispatch to Enhance Power Grid Resilience
      Qingming Li, X. Zhang*, Jianbo Guo, Xiwen Shan, Zuowei Wang, Zhen Li, and Chi K. Tse
      IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 69, no. 3, pp. 1402-1406, March 2022. | paper

    5. Braess paradox and double-loop optimization method to enhance power grid resilience
      X. Zhang, H. Tu, J. Guo, S. Ma, Z. Li, Y. Xia, and C. K. Tse
      Reliability Engineering and System Safety, vol. 125, pp. 1077913-1-15, November 2021. | paper

    6. Impact of Non-minimum-phase Zeros on the Weak-Grid-Tied VSC
      Guanglu Wu, Bing Zhao, X. Zhang*, et al.
      IEEE Transactions on Sustainable Energy, vol. 12, no. 125, pp. 1115-1126, April 2021. | paper

    7. Parameter Design Oriented Analysis of the Current Control Stability of the Weak-Grid-Tied VSC
      G. Wu, H. Sun, X. Zhang*, et al.
      IEEE Transactions on Power Delivery, vol. 36, no. 3, pp. 1458-1470, June 2021. | paper

    8. Low-Frequency Converter-Driven Oscillations in Weak Grids: Explanation and Damping Improvement
      Guanglu Wu, Huadong Sun, Bing Zhao, Shiyun Xu, X. Zhang*, et al.
      IEEE Transactions on Power Systems, vol. 36, no. 6, pp. 5944-5947, November 2021. | paper

    9. Impedance-Based Analysis of Control Interactions in Weak-Grid-Tied PMSG Wind Turbines
      B. Liu, Z. Li, X. Zhang*, et al.
      IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 11, no. 1, pp. 90-98, March 2021. | paper

    10. Over-voltage Suppression Methods for the MMC-VSC-HVDC Wind Farm Integration System
      Y. Li, J. B. Guo, X. Zhang*, et al.
      IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 67, no. 2, pp. 355-359, April 2019. | paper

    11. Effects of Cyber Coupling on Cascading Failures in Power System
      X. Zhang, D. Liu, C. Zhan and C. K. Tse,
      IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 7, no. 2, pp. 228-238, June 2017. | paper

    12. Modeling the dynamics of cascading failures in power systems
      X. Zhang, C. Zhan and C. K. Tse
      IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 7, no. 2, pp. 192-204, June 2017. | paper

    13. Assessment of robustness of power systems from a network perspective
      X. Zhang and C. K. Tse,
      IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 5, no. 3, pp. 456 – 464, September 2015. | paper | This paper has been spotlighted by the IEEE Xplore.

    14. A Tutorial on Modeling and Analysis of Cascading Failure in Future Power Grids
      D. Liu, X. Zhang, and C. K. Tse,
      IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 68, no. 1, pp. 49-55, Jan. 2021. | paper

    15. Tradeoff Between Robustness and Functionality in Cyber-Coupled Power Systems
      D. Liu, X. Zhang, and C. K. Tse,
      IEEE Systems Journal, online, doi: 10.1109/JSYST.2020.3045597 | paper

    16. Circuits and systems issues in power electronics penetrated power grid
      C. K. Tse, M. Huang, X. Zhang, D. Liu, and X. L. Li,
      IEEE Open Journal of Circuits and Systems, vol. 1, pp. 140-156, September 2020. | Invited | paper

    17. Robustness Assessment and Enhancement of Power Grids From a Complex Network’s Perspective Using Decision Trees
      D. Liu, C. K. Tse, X. Zhang,
      IEEE Transactions on Circuits and Systems II Express Briefs, vol. 66, no. 5, pp. 833-837, April 2019. | paper

    18. Bifurcation in Transmission Networks Under Variation of Link Capacity
      J. Wu, X. Zhang*, S. Ma, Z. Rong and C. K. Tse,
      International Journal of Bifurcation and Chaos, vol. 28, no. 07, p. 1850093, June 2018. | paper

    19. Robustness of Interdependent Power Grids and Communication Networks: A Complex Network Perspective
      Z. Chen, J. Wu, Y. Xia, X. Zhang,
      IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 65, no. 1, pp. 115 – 119, January 2018. | paper

    20. A Stochastic Model of Cascading Failure Dynamics in Communication Networks
      W. Ren, J. Wu, X. Zhang, R. Lai, and L. Chen,
      IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 65, no. 5, pp. 632–636, May 2018. | paper

    21. 电力系统专业发展报告, 张曦，等73人（以姓氏笔画排序), 中国电力出版社 250787，2018.11.

    Conference Papers

    1. An Optimization Method to Boost the Resilience of Power Networks with High Penetration of Renewable Energies
      B. Mu, X. Zhang, X. Mao, et al.
      International Conference on Neural Computing for Advanced Applications (NCAA 2021), pp. 3-16, Springer, Singapore, August, 2021.

    2. Assessing the vulnerability of cyber-coupled power systems to component failures
      X. Zhang, D. Liu, C. K. Tse, et al.
      IEEE International Symposium on Circuits and Systems (ISCAS 2021), Daegu, Korea, May 2021.

    3. Identifying Critical Elements to Enhance the Power Grid Resilience
      X. Zhang, J., Guo, T. Wang, S. Ma and S. Zeng,
      IEEE International Symposium on Circuits and Systems (ISCAS'2020), Seville, Spain, October 2020.

    4. Analysis on the Low-Frequency Bifurcation Phenomena of Weak-Grid-Tied VSCs
      G. Wu, X. Zhang, B. Zhao, S. Wang, Y. Li and X. Zhou,
      IEEE International Symposium on Circuits and Systems (ISCAS'2020), Seville, Spain, October 2020.

    5. Effects of Coupling Patterns on Functionality and Robustness of Cyber-Coupled Power Systems,
      D. Liu, C. K. Tse, X. Zhang,
      IEEE International Symposium on Circuits and Systems (ISCAS'2020), Seville, Spain, October 2020.

    6. Robustness analysis of power grids against cascading failures based on a multi-objective algorithm,
      J. Fang, X. Zhang, and J. Wu,
      IEEE International Symposium on Circuits and Systems (ISCAS'2019), Sapporo, Hokkaido, Japan, May 2019.

    7. Effect of malware spreading on propagation of cascading failure in cyber-coupled power systems,
      D. Liu, X. Zhang, and C. K. Tse,
      IEEE International Symposium on Circuits and Systems (ISCAS'2018), Florence, Italy, May 2018.

    8. Modeling cascading failure propagation in power systems,
      X. Zhang, C. Zhan and C. K. Tse,
      IEEE International Symposium on Circuits and Systems (ISCAS'2017), Baltimore, USA, May 2017.

    9. Modeling of cascading failures in cyber-coupled power systems,
      D. Liu, X. Zhang, C. Zhan and C. K. Tse,
      IEEE International Symposium on Circuits and Systems (ISCAS'2017), Baltimore, USA, May 2017.

    10. A stochastic model for cascading failures in smart grid under cyber attack,
      D. Liu, X. Zhang, and C. K. Tse,
      International Future Energy Electronics Conference, (IFEEC 2017 - IEEE ECCE Asia) Kaohsiung, Taiwan, June 2017.

    11. An effective generator-allocating method to enhance the robustness of power grid,
      X. Zhang and C. K. Tse,
      IEEE International Symposium on Circuits and Systems, (ISCAS 2016), Montreal, Canada, May 2016.

    12. Assessment of robustness of power systems from the perspective of complex networks,
      X. Zhang and C. K. Tse,
      IEEE International Symposium on Circuits and Systems, (ISCAS 2015), Lisbon Portugal, pp. 2684-2687, May 2015.

    Group Members

    在读学生

    Mr Qin Wang 王钦

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  • 2017年-2021年，华中科技大学，获得学士学位。

  • 2021年至今，就读于北京理工大学自动化学院，硕士研究生。

  • 研究方向：电力系统安全稳定，深度强化学习，电力系统智能决策。

    Mr Donghong Li 李东洪

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  • 2017年-2021年，北京理工大学，获得学士学位。

  • 2021年至今，就读于北京理工大学自动化学院，硕士研究生。

  • 研究方向：电力系统可靠性，电力系统智能决策。

    Ms Jie Yang 杨洁

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  • 2018年-2022年，北京理工大学，获得学士学位。

  • 2022年至今，就读于北京理工大学自动化学院，硕士研究生。

  • 研究方向：新能源电力系统弹性分析与优化。

    Mr Fengxiang Liao 廖凤翔

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  • 2018年-2022年，北京交通大学，获得学士学位。

  • 2022年至今，就读于北京理工大学自动化学院，硕士研究生。

  • 研究方向：新能源电力系统稳定性分析与控制。

    Mr Wenshuang Liu 刘文双

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  • 2019年-2023年，河北工业大学，获得学士学位。

  • 2023年至今，就读于北京理工大学自动化学院，硕士研究生。

  • 研究方向：新能源电力系统智能决策。

    已毕业学生

    Ms Xiwen Shan 单熙雯

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  • 2016年-2020年，就读于北京理工大学，获得学士学位。

  • 2020年-2023年，就读于北京理工大学自动化学院，硕士研究生。

  • 研究方向：复杂网络关键元素识别，智能优化和人工智能技术在电力系统中的应用。

  • 发表文章：

    Identifying Sets of Critical Components that Affect the Resilience of Power Networks
    Xiwen Shan, Xi Zhang*, and Chi Kong Tse
    IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 69, no. 12, pp. 4859-4863, December 2022. | paper

    Mr Qingming Li 李清明

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  • 2016年-2020年，就读于北京理工大学，获得学士学位。

  • 2020年-2023年，就读于北京理工大学自动化学院，硕士研究生。

  • 研究方向：深度强化学习，电力系统智能决策。

  • 发表文章：

    Integrating Reinforcement Learning and Optimal Power Dispatch to Enhance Power Grid Resilience
    Qingming Li, X. Zhang*, Jianbo Guo, Xiwen Shan, Zuowei Wang, Zhen Li, and Chi K. Tse
    IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 69, no. 3, pp. 1402-1406, March 2022. | paper

    • Vacancies

    每年招收硕士生两名，欢迎对人工智能和能源系统感兴趣的同学与我联系！