Real-time estimation of process frequency response and step response from relay feedback experiments

被引:17
|
作者
Wang, L [1 ]
Desarmo, ML [1 ]
Cluett, WR [1 ]
机构
[1] Univ Toronto, Dept Chem Engn, Toronto, ON M5S 3E5, Canada
关键词
process identification; recursive estimation; frequency responses; step function responses; relays; frequency sampling; filters;
D O I
10.1016/S0005-1098(99)00053-9
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 describes two new methods for obtaining frequency response and step response models for processes operating under relay feedback control. Both methods are based on the frequency sampling filter (FSF) model structure and a recursive least-squares (RLS) estimator. With the first method, a standard relay feedback experiment is performed and the FSF/RLS algorithm is used along with the generated input-output data to provide real-time estimates of the process frequency response at the dominant harmonics of the limit cycle. In the second method, a novel relay experiment is proposed that involves switching the error signal back-and-forth between a standard relay element and an integrator in series with a relay. The FSF/RLS algorithm is then applied to the generated process input-output data to obtain a real time estimate of the process step response. (C) 1999 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:1427 / 1436
页数:10
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