【个人基本情况】
杨知方，重庆大学教授、博士生导师，主要研究方向为：电力系统优化、电力市场，获评“重庆英才·青年拔尖人才”、4项省部级或学会科技进步奖励等荣誉。主持多项国家级、省部级、企业科研项目，以第一作者或通讯作者身份发表期刊论文60余篇，包含1篇IEEE Transactions on Power Systems年度最佳论文、1篇ESI高被引论文、2篇知网高被引论文。
目前，担任重庆市政协委员、重庆电力市场管理委员会委员、重庆市青年科技领军人才协会理事、7本期刊编委会成员等社会兼职。
【教育工作经历】
2009.09-2013.07 清华大学电机系 本科
2013.09-2018.01 清华大学电机系 博士
2018.03-2022.12 重庆大学电气工程学院 “百人计划”研究员
2023.01-至今 重庆大学电气工程学院 教授
【主要科研项目】
1. 显式表征新能源随机波动传导链的电力现货市场出清方法研究, 国家自然科学基金面上项目, 52177072, 项目负责人, 2022.01 - 2025.12
2. 计及无功和电压的潮流方程最优线性近似方法及其应用研究, 国家自然科学基金青年项目, 51807014, 项目负责人, 2019.01 - 2021.12
3. 传统工科青年人才成长环境对原创性科研成果的影响及应对策略研究, 中国科协高端科技创新智库青年项目, 2021ZZZLFZB1207042, 项目负责人, 2021.12 - 2022.12
4. 闭环交流安全校核的电力市场出清及定价方法, 重庆市自然科学基金面上项目, cstc2020jcyj-msxmX0315, 项目负责人, 2020.07 - 2023.06
5. 新能源承担系统消纳成本的电力市场出清模型及定价机制, 北京电力交易中心有限公司科技项目, SGDJ0000YJJS2200026, 项目负责人, 2022.01 - 2023.12
【代表性学术论文】
英文论文
1. Mingxu Xiang, Zhifang Yang*, Juan Yu, Gang Wang, “Determination and Cost Allocation for Regulation Reserve with Renewables: A Data-Driven Assisted Approach,” IEEE Transactions on Sustainable Energy, 2022, early access.
2. Zhexin Fan, Zhifang Yang*, Juan Yu, Thomas Morstyn, “Component Analysis and Accuracy Improvement of Linear Power Flow Equation Based on Legendre Polynomial Expansion,” IEEE Transactions on Power Systems, 2022, early access.
3. Mingxu Xiang, Zhifang Yang*, Juan Yu, “Hierarchical AGC Dispatch with Detailed Modeling of Energy Storage System Behaviors,” IEEE Transactions on Power Systems, 2022, early access.
4. Xinxin Fang, Zhifang Yang*, Juan Yu, Yi Wang, “AC Feasibility Restoration in Market Clearing: Problem Formulation and Improvement,” IEEE Transactions on Industrial Informatics, 2021, 18(11): 7597-7607.
5. Zhexin Fan, Zhifang Yang*, Juan Yu, “Error Bound Restriction of Linear Power Flow Model,” IEEE Transactions on Power Systems, 2021, 37(1): 808-811.
6. Wei Lin, Zhifang Yang*, Juan Yu, Wenyuan Li, “Transmission Expansion Planning with Feasible Region of Hydrogen Production from Water Electrolysis,” IEEE Transactions on Industry Applications, 2021, 58(2): 2863-2874.
7. Qian Gao, Zhifang Yang*, Wotao Yin, Wenyuan Li, Juan Yu, “Internally Induced Branch-and-Cut Acceleration for Unit Commitment Based on Improvement of Upper Bound,” IEEE Transactions on Power Systems, 2022, 37(3): 2455-2458.
8. Junkai Huang, Zhifang Yang*, Juan Yu, Linyun Xiong, Yan Xu, “Frequency Dynamics-Constrained Parameter Design for Fast Frequency Controller of Wind Turbine,” IEEE Transactions on Sustainable Energy, 2021, 13(1): 31-43.
9. Xingyu Lei, Zhifang Yang*, Juan Yu, Junbo Zhao, Qian Gao, Hongxin Yu, “Data-Driven Optimal Power Flow: A Physics-Informed Machine Learning Approach,” IEEE Transactions on Power Systems, 2020, 36(1): 346-354. （2020-2022年IEEE Transactions on Power Systems Best Paper，共5篇）
10. Zhexin Fan, Zhifang Yang*, Juan Yu, “Error Bound Restriction of Linear Power Flow Model,” IEEE Transactions on Power Systems, 2021, 37(1): 808-811.
11. Juelin Liu, Zhifang Yang*, Junbo Zhao, Juan Yu, Bendong Tan, Li Wenyuan, “Explicit Data-Driven Small-Signal Stability Constrained Optimal Power Flow,” IEEE Transactions on Power Systems, 2021, 37(5): 3726-3737.
12. Zhexin Fan, Zhifang Yang*, Kaigui Xie, Juan Yu, “General Steady-State Modeling and Linearization of Power Electronic Devices in AC-DC Hybrid Grid,” IEEE Transactions on Power Systems, 2021, 36(6): 5746-5755.
13. Junkai Huang, Zhifang Yang*, Juan Yu, Juelin Liu, Yan Xu, Xuebin Wang, “Optimization for DFIG Fast Frequency Response with Small-Signal Stability Constraint,” IEEE Transactions on Energy Conversion, 2021, 36(3): 2452-2462.
14. Qian Gao, Zhifang Yang*, Juan Yu, Wei Dai, Xingyu Lei, Bo Tang, Kaigui Xie, Wenyuan Li, “Model-Driven Architecture of Extreme Learning Machine to Extract Power Flow Features,” IEEE Transactions on Neural Networks and Learning Systems, 2020, 32(10): 4680-4690.
15. Zhifang Yang*, Yi Wang, Juan Yu, Yan Yang, “On the Minimization of Uplift Payments for Multi-Period Dispatch,” IEEE Transactions on Power Systems, 2020, 35(3): 2479-2482.
16. Xinxin Fang, Zhifang Yang*, Juan Yu, Xiaowen Lai, Qing Xia, “Electricity Pricing under Constraint Violations,” IEEE Transactions on Power Systems, 2020, 35(4): 2794-2803.
17. Zhifang Yang*, Wei Lin, Feng Qiu, Juan Yu*, and Gaofeng Yang, “Correct the Piecewise Linearization Error of Quadratic Objective Function in DC OPF Model,” IEEE Transactions on Power Systems, 2019, 34(6): 5083-5086.
18. Zhifang Yang*, Kaigui Xie, Juan Yu*, Haiwang Zhong, Ning Zhang, Qing Xia, “A General Formulation of Linear Power Flow Models: Basic Theory and Error Analysis,” IEEE Transactions on Power Systems, 2019, 34(2): 1315-1324.
19. Zhifang Yang*, Tongxin Zheng, Juan Yu*, Kaigui Xie, “A Unified Approach to Pricing under Nonconvexity,” IEEE Transactions on Power Systems, 2019, 34(5): 3417-3427.
20. Zhifang Yang, Haiwang Zhong, Anjan Bose, Tongxing Zheng, Qing Xia*, Chongqing Kang, “A Linearized OPF Model with Reactive Power and Voltage Magnitude: A Pathway to Improve the MW-only DC OPF,” IEEE Transactions on Power Systems, 2018, 33(2): 1734–1745. (ESI高被引1%)
中文论文
1. 王怡, 杨知方*, 余娟. 基于人工约束生成的电力市场非凸定价. 中国电机工程学报, 2022（已录用）
2. 雷星雨, 杨知方*. 显式计及新能源不确定性多统计矩特征的电力市场定价方法. 中国电机工程学报, 2022（已录用）
3. 夏清, 杨知方*, 赖晓文, 张媛, 向明旭, 孟繁林. 基于分时容量电价的新型电力现货市场设计. 电网技术, 2022, 46(05): 1771-1779.
4. 黄俊凯, 杨知方*, 余娟, 李郅浩, 刘珏麟. 面向频率稳定校核的风机快速频率响应低阶建模方法及其误差分析. 中国电机工程学报, 2022, 42(18): 6752-6766.
5. 姜华, 杨知方*, 林伟, 余娟. 计及分布式新能源不确定性的虚拟电厂调度边界概率分布刻画方法. 中国电机工程学报, 2022, 42(15): 5565-5576.
6. 王梓旭, 林伟, 杨知方*, 余娟. 考虑负荷弹性空间的配电网可靠性扩展规划方法. 中国电机工程学报, 2022, 42(18): 6655-6668.
7. 朱正春, 杨知方*, 余娟, 谢永胜, 雷星雨, 杨燕. 面向小样本场景的数据驱动安全约束经济调度快速计算方法. 中国电机工程学报, 2022, 42(12): 4430-4440.
8. 王怡, 杨知方*, 余娟, 赵唯嘉. 节点电价与对偶乘子的内在关联分析与推广. 电力系统自动化, 2021, 45(6): 82-91.
9. 林伟, 杨知方*, 余娟, 李文沅, 刘硕, 赵唯嘉. 考虑机组启停的省间电量交易可行域确定方法. 中国电机工程学报, 2021, 41(15): 5119-5128.
10. 向明旭, 杨知方*, 余娟, 包诗媛, 金黎明. 配电网线性潮流模型通式及误差分析. 中国电机工程学报, 2021, 41(6): 2053-2064.
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