Multiobjective nonlinear system identification: a case study with thyristor controlled series capacitor (TCSC)

被引:8
|
作者
Nepomuceno, EG
Takahashi, RHC
Aguirre, LA
Neto, OM
Mendes, EMAM
机构
[1] Univ Fed Sao Joao Del Rei, Dept Engn Eletrica, BR-36307352 Sao Joao Del Rei, MG, Brazil
[2] Univ Fed Minas Gerais, Dept Matemat, BR-30123970 Belo Horizonte, MG, Brazil
[3] Univ Fed Minas Gerais, Dept Engn Eletron, BR-30123970 Belo Horizonte, MG, Brazil
关键词
D O I
10.1080/00207720412331285977
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper deals with multiobjective nonlinear system identification applied when modelling the relation of firing angle and equivalent reactance of a thyristor controlled series capacitor (TCSC). The mathematical representation chosen is NARMAX (Nonlinear AutoRegressive Moving Average with eXogenous inputs) due to its capability in modelling nonlinear systems and in using prior information. The methodology for incorporation of prior knowledge is presented, and particular attention is given to the case of using information about resonant static response.
引用
收藏
页码:537 / 546
页数:10
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