Maximum Exponential Absolute Value Approach for Robust State Estimation

被引:0
|
作者
Chen, Yanbo [1 ]
Liu, Feng [1 ]
He, Guangyu [1 ]
Mei, Shengwei [1 ]
Fu, Yanlan [2 ]
机构
[1] Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
[2] Hainan Power Grid Corp, Haikou 570203, Peoples R China
关键词
Bad data identification; maximum exponential absolute value; robust state estimation; BAD DATA IDENTIFICATION; INTERIOR-POINT METHOD; DATA REJECTION; IMPLEMENTATION; MODEL;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper proposes a maximum exponential absolute value (MEA V) approach for robust state estimation of power system. We firstly formulate the robust state estimation issue as a maximization problem with an exponential absolute value objective function. Then we give the equivalent model of MEA V and the corresponding solution algorithm based on primal-dual interior point method. Simulation results demonstrate that the proposed MEA V estimator is highly robust to large-scale system with gross errors in measurements. Moreover, the proposed algorithm has also shows good numerical stability and high efficiency in various trials.
引用
收藏
页数:6
相关论文
共 50 条
  • [41] On minima of the absolute value of certain random exponential sums
    Schlag, W
    AMERICAN JOURNAL OF MATHEMATICS, 2000, 122 (03) : 483 - 514
  • [42] Robust Distributed Estimation of the Maximum of a Field
    Manfredi, Sabato
    Angeli, David
    IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2020, 7 (01): : 372 - 383
  • [43] A new robust observer approach for unknown input and state estimation
    Popescu, Andrei
    Besancon, Gildas
    Voda, Alina
    2018 EUROPEAN CONTROL CONFERENCE (ECC), 2018, : 1607 - 1612
  • [44] Robust dynamic and algebraic state estimation for microgrids: A generalized approach
    Pourkeivani, Iraj
    Abedi, Mehrdad
    Kouhsari, Shahram Montaser
    Yaqoubi, Kazem
    Fahimi, Ali
    IET RENEWABLE POWER GENERATION, 2023, 17 (13) : 3373 - 3385
  • [45] Robust polynomial approach for state of charge estimation in NiMH batteries
    Milocco, R. H.
    Thomas, J. E.
    Castro, B. E.
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2012, 37 (13) : 10371 - 10375
  • [46] Robust and Efficient Reliability Estimation for Exponential Distribution
    Safari, Muhammad Aslam Mohd
    Masseran, Nurulkamal
    Majid, Muhammad Hilmi Abdul
    CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 69 (02): : 2807 - 2824
  • [47] Robust estimation of a regression function in exponential families
    Baraud, Yannick
    Chen, Juntong
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2024, 233
  • [48] Robust Estimation of Sliced-Exponential Distributions
    Crespo, Luis G.
    Colbert, Brendon K.
    Slager, Tanner
    Kenny, Sean P.
    2021 60TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2021, : 6742 - 6748
  • [49] Robust weighted likelihood estimation of exponential parameters
    Ahmed, ES
    Volodin, AI
    Hussein, AA
    IEEE TRANSACTIONS ON RELIABILITY, 2005, 54 (03) : 389 - 395
  • [50] A semigroup approach to the maximum likelihood state estimation of stochastic parabolic systems
    Aihara, SI
    Bagchi, A
    SEMIGROUPS OF OPERATORS: THEORY AND APPLICATIONS, 2000, 42 : 1 - 14