Application of evolutionary programming to transient and subtransient parameter estimation

被引：9
作者：
Lai, LL
Ma, JT
机构：
[1] Energy Systems Group, Dept. of Electrical, Electronic and Information Engineering, City University
来源：
IEEE TRANSACTIONS ON ENERGY CONVERSION | 1996年 / 11卷 / 03期
关键词：
electrical machines; identification and modelling; artificial intelligence; evolutionary programming;
D O I：
10.1109/60.537003
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 presents an artificial intelligence approach of using evolutionary programming to estimate the transient and subtransient parameters of a generator under normal operation, The estimation using evolutionary programming is compared with that using corrected extended Kalman filter. The comparisons with both simulation and micromachine test results show that evolutionary programming is robust to search the real values of parameters even when the data are highly contaminated by noises, while with extended Kalman filter, the estimation tends to diverge with such data.
引用
收藏
页码：523 / 529
页数：7
相关论文
共 11 条
  • [1] A METHOD FOR ONLINE IDENTIFICATION OF POWER SYSTEM MODEL PARAMETERS IN THE PRESENCE OF NOISE
    BOLLINGER, KE
    KHALIL, HS
    LI, LCC
    NORUM, WE
    [J]. IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1982, 101 (09): : 3105 - 3111
  • [2] Fogel D.B., 1991, SYSTEM IDENTIFICATIO
  • [3] FOGEL LJ, 1990, P 24 AS C SIGN SYST
  • [4] Fogel LJ., 1962, Ind Res, V4, P14
  • [5] FOGEL LJ, 1964, P 5 NAT S HUM FACT E, P63
  • [6] A QUASI-LINEARIZATION BASED ALGORITHM FOR THE IDENTIFICATION OF TRANSIENT AND SUBTRANSIENT PARAMETERS OF SYNCHRONOUS MACHINES
    JALEELI, N
    BOURAWI, MS
    FISH, JH
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 1986, 1 (03) : 46 - 52
  • [7] SYNCHRONOUS MACHINE PARAMETER-IDENTIFICATION - A TIME DOMAIN APPROACH
    LE, LX
    WILSON, WJ
    [J]. IEEE TRANSACTIONS ON ENERGY CONVERSION, 1988, 3 (02) : 241 - 248
  • [8] WEIGHTED-LEAST-SQUARES PARAMETER ESTIMATOR FOR SYNCHRONOUS MACHINES
    LEE, CC
    TAN, OT
    [J]. IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1977, 96 (01): : 97 - 101
  • [9] MA JT, 1992, INT C ELECT MACH MAN, P54
  • [10] IDENTIFICATION OF PARAMETERS FOR POWER SYSTEM STABILITY ANALYSIS USING KALMAN FILTER
    NAMBA, M
    NISHIWAKI, T
    YOKOKAWA, S
    OHTSUKA, K
    UEKI, Y
    [J]. IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1981, 100 (07): : 3304 - 3311
12