Probabilistic load flow in systems with wind generation

被引：121
|
作者：
Usaola, J. [1 ]
机构：
[1] Univ Carlos III Madrid, Dept Ingn Elect, E-28903 Getafe, Spain
来源：
IET GENERATION TRANSMISSION & DISTRIBUTION | 2009年 / 3卷 / 12期
关键词：
OPTIMAL POWER-FLOW; EXPANSIONS; PREDICTION;
D O I：
10.1049/iet-gtd.2009.0039
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
A method for solving a probabilistic power flow that deals with the uncertainties of (i) wind generation, (ii) load and (iii) generation availability in power systems is proposed. Dependence between random variables has been considered. The method is based on the properties of cumulants of random variables. Cornish-Fisher expansion series are used to obtain the cumulative distribution function (CDF) of the output variables. Multimodal CDF are obtained by convolutions, whose number has been minimised in order to decrease the computation requirements.
引用
收藏
页码：1031 / 1041
页数：11
相关论文
共 50 条
  • [41] A Probabilistic Formulation of Load Margins in Power Systems With Stochastic Generation
    Haesen, Edwin
    Bastiaensen, Cindy
    Driesen, Johan
    Belmans, Ronnie
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (02) : 951 - 958
  • [42] PROBABILISTIC LOAD FLOW
    BORKOWSKA, B
    IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1974, PA93 (03): : 752 - 759
  • [43] Three-phase probabilistic load flow for power system with correlated wind, photovoltaic and load
    Ran, Xiaohong
    Miao, Shihong
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2016, 10 (12) : 3093 - 3101
  • [44] Normal-transformation-based probabilistic load flow with correlated wind and load forecast errors
    Krishna, Attoti Bharath
    Abhyankar, Abhijit R.
    RENEWABLE ENERGY FOCUS, 2022, 43 : 117 - 129
  • [45] Normal-transformation-based probabilistic load flow with correlated wind and load forecast errors
    Bharath Krishna, Attoti
    Abhyankar, Abhijit R.
    Renewable Energy Focus, 2022, 43 : 117 - 129
  • [46] Probabilistic Load Flow for Power Systems with Wind Power Considering the Multi-time Scale Dispatching Strategy
    Qin, Chao
    Yu, Yixin
    Zeng, Yuan
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2018, 13 (04) : 1494 - 1503
  • [47] Direct Probabilistic Load Flow in Radial Distribution Systems Including Wind Farms: An Approach Based on Data Clustering
    Oshnoei, Arman
    Khezri, Rahmat
    Hagh, Mehrdad Tarafdar
    Techato, Kuaanan
    Muyeen, S. M.
    Sadeghian, Omid
    ENERGIES, 2018, 11 (02)
  • [48] Probabilistic load margin assessment considering forecast error of wind power generation
    Wang, Chenxu
    Ma, Junchao
    Shen, Yifei
    Peng, Yan
    ENERGY REPORTS, 2023, 9 : 1014 - 1021
  • [49] Study on Fuzzy Load Flow with Consideration of Wind Generation Uncertainties
    Hong, Lucheng
    Shi, Libao
    Yao, Liangzhong
    Ni, Yixin
    Bazargan, Masoud
    T& D ASIA: 2009 TRANSMISSION & DISTRIBUTION CONFERENCE & EXPOSITION: ASIA AND PACIFIC, 2009, : 66 - +
  • [50] Probabilistic Load Flow Analysis in Distribution Networks with Distributed Solar Generation
    Warren, Julian J.
    Negnevitsky, Michael
    Thanh Nguyen
    2016 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING (PESGM), 2016,
12345