Enhancing feedforward controller tuning via instrumental variables: with application to nanopositioning

被引:34
作者
Boeren, Frank [1 ]
Bruijnen, Dennis [2 ]
Oomen, Tom [1 ]
机构
[1] Eindhoven Univ Technol, Dept Mech Engn, Control Syst Technol Grp, Eindhoven, Netherlands
[2] Philips Innovat Serv, Mechatron Technol Grp, Eindhoven, Netherlands
关键词
Feedforward control; system identification; data-driven control; precision motion systems; ITERATIVE LEARNING CONTROL; TIME-SERIES ANALYSIS; MOTION CONTROL; DESIGN; INPUT; IDENTIFICATION;
D O I
10.1080/00207179.2016.1219921
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Feedforward control enables high performance of a motion system. Recently, algorithms have been proposed that eliminate bias errors in tuning the parameters of a feedforward controller. The aim of this paper is to develop a new algorithm that combines unbiased parameter estimates with optimal accuracy in terms of variance. A simulation study is presented to illustrate the poor accuracy properties of pre-existing algorithms compared to the proposed approach. Experimental results obtained on an industrial nanopositioning system confirm the practical relevance of the proposed method.
引用
收藏
页码:746 / 764
页数:19
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