SELF-TUNING CONTROL OF NONLINEAR ARMAX MODELS

被引：61

作者：

SALES, KR ^{[1
]}

BILLINGS, SA ^{[1
]}

机构：

[1] UNIV SHEFFIELD,DEPT CONTROL ENGN,SHEFFIELD S10 2TN,S YORKSHIRE,ENGLAND

来源：

INTERNATIONAL JOURNAL OF CONTROL | 1990年 / 51卷 / 04期

关键词：

34;

D O I：

10.1080/00207179008934096

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

A control-weighted self-tuning minimum-variance controller with a non-linear difference equation structure is described. An extended recursive least-squares estimation algorithm is employed to provide the adaptiveness. Performance analysis of the controller is discussed in terms of a cumulative loss function and high-order correlation functions of the system input, output and residuai sequences. Simulation results from an experiment using a model identified from a real system are also provided. © 1990 Taylor and Francis Group, LLC.

引用

页码：753 / 769

页数：17

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