Deterministic continuous-time Virtual Reference Feedback Tuning (VRFT) with application to PID design

被引:69
作者
Formentin, Simone [1 ]
Campi, Marco C. [2 ]
Care, Algo [2 ]
Savaresi, Sergio M. [1 ]
机构
[1] Politecn Milan, Dipartimento Elettron Informaz & Bioingn, Pzza L da Vinci 32, I-20133 Milan, Italy
[2] Univ Brescia, Dipartimento Ingn Informaz, Via Branze 38, I-25123 Brescia, Italy
关键词
Autotuning; PID; Virtual reference feedback tuning;
D O I
10.1016/j.sysconle.2019.03.007
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we introduce a data-driven control design method that does not rely on a model of the plant. The method is inspired by the Virtual Reference Feedback Tuning approach for data-driven controller tuning, but it is here entirely developed in a deterministic, continuous-time setting. A PID autotuner is then developed out of the proposed approach and its effectiveness is tested on an experimental brake-by-wire facility. The final performance is shown to outperform that of a benchmark model-based design method. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页码:25 / 34
页数:10
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