Uncertain Power Flow Analysis Based on Evidence Theory and Affine Arithmetic

被引:29
|
作者
Luo, Jinqing [1 ]
Shi, Libao [1 ]
Ni, Yixin [1 ]
机构
[1] Tsinghua Univ, Grad Sch Shenzhen, Shenzhen 518055, Peoples R China
关键词
Affine arithmetic; evidence theory; power flow analysis; uncertain systems; PROPAGATION;
D O I
10.1109/TPWRS.2017.2691539
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 novel uncertain power flow analysis method is proposed in this letter. It utilizes evidence theory to fuse probabilistic, possibilistic, and interval uncertainties. Besides, the extended affine arithmetic is applied to handle variable dependencies existed in power flow. The final analysis results are represented as probability boxes (p-boxes). The comparisons with Monte Carlo simulation are given to demonstrate the validity of the proposed method.
引用
收藏
页码:1113 / 1115
页数:3
相关论文
共 50 条
  • [21] Fast decoupled power flow calculation of uncertainty system based on interval affine arithmetic optimization
    Hu, Jian
    Fu, Lijun
    Ma, Fan
    Ji, Feng
    [J]. Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2016, 31 (23): : 125 - 131
  • [22] Improved Affine Arithmetic-Based Power Flow Computation for Distribution Systems Considering Uncertainties
    Cheng, Shan
    Zuo, Xianwang
    Yang, Kun
    Wei, Zhaobin
    Wang, Rui
    [J]. IEEE SYSTEMS JOURNAL, 2023, 17 (02): : 1918 - 1927
  • [23] An Affine Arithmetic Method to Solve the Stochastic Power Flow Problem Based on a Mixed Complementarity Formulation
    Pirnia, Mehrdad
    Canizares, Claudio A.
    Bhattacharya, Kankar
    Vaccaro, Alfredo
    [J]. 2012 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING, 2012,
  • [24] Affine Arithmetic-Based Coordinated Interval Power Flow of Integrated Transmission and Distribution Networks
    Tang, Kunjie
    Dong, Shufeng
    Zhu, Chengzhi
    Song, Yonghua
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (05) : 4116 - 4132
  • [25] Complex Affine Arithmetic-Based Power Flow Analysis for Zonal Medium Voltage Direct Current Shipboard Power Systems in the Presence of Power Variation
    Lu, Fang
    Yan, Liang
    Liu, Hongda
    Liu, Fanming
    [J]. ENERGIES, 2018, 11 (07):
  • [26] LMI based approach for power flow analysis with uncertain power injection
    Laib, Khaled
    Korniienko, Anton
    Morel, Florent
    Scorletti, Gerard
    [J]. IFAC PAPERSONLINE, 2018, 51 (25): : 310 - 315
  • [27] Backward/Forward Sweep based Power Flow Analysis of Distribution Systems under Uncertainty using New Affine Arithmetic Division
    Adusumilii, Bala Surendra
    Kumar, Boddeti Kalyan
    [J]. 2020 IEEE POWER & ENERGY SOCIETY INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE (ISGT), 2020,
  • [28] Interval power flow analysis via multi-stage affine arithmetic for unbalanced distribution network
    Wang, Yang
    Wu, Zaijun
    Dou, Xiaobo
    Hu, Minqiang
    Xu, Yiyue
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2017, 142 : 1 - 8
  • [29] Affine arithmetic for efficient and reliable resolution of weather-based uncertainties in optimal power flow problems
    Coletta, Guido
    Vaccaro, Alfredo
    Villacci, Domenico
    Fang, Duo
    Djokic, Sasa Z.
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2019, 110 : 713 - 724
  • [30] A Novel Affine Arithmetic Method to Solve Optimal Power Flow Problems With Uncertainties
    Pirnia, Mehrdad
    Canizares, Claudio A.
    Bhattacharya, Kankar
    Vaccaro, Alfredo
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2014, 29 (06) : 2775 - 2783