Nonlinear dynamic load modelling: Model and parameter estimation

被引:70
作者
Ju, P
Handschin, E
Karlsson, D
机构
[1] UNIV DORTMUND,FAC ELECT ENGN,D-44221 DORTMUND,GERMANY
[2] SYDKRAFT AB,OPERAT DEPT,S-20509 MALMO,SWEDEN
关键词
nonlinear; dynamic model; electric load; parameter estimation; genetic algorithm;
D O I
10.1109/59.544629
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
This paper is devoted to nonlinear dynamic modelling of electric loads. A composite dynamic-static model proposed in [11] is further developed. This model represents both dynamic and static load characteristics. Meanwhile, it includes the effect of voltage angle on transient active power. The second contribution of this paper is to provide a parameter estimation approach using genetic algorithms. This new approach is proven to be simple yet powerful.
引用
收藏
页码:1689 / 1694
页数:6
相关论文
共 19 条
[1]   GENETIC ALGORITHM SOLUTION TO THE ECONOMIC-DISPATCH PROBLEM [J].
BAKIRTZIS, A ;
PETRIDIS, V ;
KAZARLIS, S .
IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION, 1994, 141 (04) :377-382
[2]   INDUCTION-MOTOR PARAMETER-ESTIMATION THROUGH AN OUTPUT ERROR TECHNIQUE [J].
DEKOCK, JA ;
VANDERMERWE, FS ;
VERMEULEN, HJ .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1994, 9 (01) :69-76
[3]  
EISHARKAWI MA, 1994, P ISAP 94, P423
[4]  
Goldberg DE, 1989, GENETIC ALGORITHMS S
[5]  
Haida T., 1991, P 3 S EXP SYST APPL, P375
[6]  
HE RM, 1993, P 2 INT FOR ANNPS YO, P253
[7]   NONLINEAR DYNAMIC LOAD MODELS WITH RECOVERY FOR VOLTAGE STABILITY STUDIES [J].
HILL, DJ ;
FISCHL, R ;
PAL, MK ;
XU, WS ;
MANSOUR, Y ;
NWANKPA, CO ;
XU, L .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1993, 8 (01) :166-176
[8]  
Holland J., 1962, Journal of Association for Computing Machinery, V3, P297
[9]  
Iba K., 1993, Transactions of the Institute of Electrical Engineers of Japan, Part B, V113-B, P865
[10]   REACTIVE POWER OPTIMIZATION BY GENETIC ALGORITHM [J].
IBA, K .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1994, 9 (02) :685-692