A fast optimal load shedding method for power system reliability assessment based on shadow price theory

被引：0
作者：
Hou K. [1 ]
Tang P. [1 ]
Liu Z. [2 ]
Jia H. [2 ]
Yuan K. [3 ]
Sun C. [3 ]
Song Y. [3 ]
机构：
[1] Key Laboratory of Smart Grid of Ministry of Education, Tianjin University, Tianjin
[2] Key Laboratory of Smart Energy and Information Technology of Tianjin Municipality, Tianjin University, Tianjin
[3] State Grid Economic and Technological Research Institute Co., Ltd., Beijing
来源：
Energy Reports | 2022年 / 8卷
基金：
英国工程与自然科学研究理事会; 中国国家自然科学基金;
关键词：
Optimal load shedding; Reliability assessment; Sensitivity analysis; Shadow price;
D O I：
10.1016/j.egyr.2021.11.104
中图分类号：
学科分类号：
摘要：
The optimal load shedding calculations of an enormous number of contingency states are the most challenging impediments for power system reliability assessment, especially in a large-scale system with multiple types of loads. To deal with that, this paper proposes a fast method that accelerates the calculation of optimal load shedding based on the shadow price. This method calculates the optimal load shedding of systems by shadow-price-based linear functions, rather than the time-consuming OPF algorithms. The hundred percentage criterion is used to look for the matching shadow price of states. Case studies are performed on the RTS-79 system. The results show that the proposed methodology can significantly simplify the solving process and reduce the calculation time. © 2021 The Author(s)
引用
收藏
页码：352 / 360
页数：8
相关论文
共 12 条
  • [1] Deng Y.J., Zhang Y.X., Luo F.J., Mu Y.F., Operational planning of centralized charging stations utilizing second-life battery energy storage systems, IEEE Trans Sustain Energy, 12, 1, pp. 387-399, (2021)
  • [2] Billinton R., Li W., Reliability assessment of electrical power systems using Monte Carlo methods, (1994)
  • [3] Li W., Risk assessment of power systems: Models methods and applications, (2014)
  • [4] Hou K., Tang P.T., Liu Z.Y., Jia H.J., Zhu L.W., Reliability assessment of power systems with high renewable energy penetration using shadow price and impact increment methods, Front Energy Res, 9, (2021)
  • [5] Tomasson E., Soder L., Generation adequacy analysis of multi-area power systems with a high share of wind power, IEEE Trans Power Syst, 33, 4, pp. 3854-3862, (2018)
  • [6] Liu Z.Y., Hou K., Jia H.J., Zhao J.B., Wang D., Mu Y.F., Zhu L.W., A Lagrange multiplier based state enumeration reliability assessment for power systems with multiple types of loads and renewable generations, IEEE Trans Power Syst, 36, 4, pp. 3260-3270, (2021)
  • [7] Hou K., Jia H.J., Xu X.D., Liu Z., Jiang Y.L., A continuous time markov chain based sequential analytical approach for composite power system reliability assessment, IEEE Trans Power Syst, 31, 1, pp. 738-744, (2016)
  • [8] Hou K., Jia H.J., Yu X.D., Zhu L.W., Xu X.D., Li X., An impact increment-based state enumeration reliability assessment approach and its application in transmission systems, IEEE power and energy society general meeting (PESGM) 2016, pp. 1-5, (2016)
  • [9] Jia Y.B., Wang P., Han X.Q., Tian J.Y., Singh C., A fast contingency screening technique for generation system reliability evaluation, IEEE Trans Power Syst, 28, 4, pp. 4127-4133, (2013)
  • [10] Vanderbei R., Linear programming foundations and extensions, (1998)
12