Iterative adaptive robust control of multivariable CD processes

被引:2
作者
Farahmand, Fazel [1 ]
Dumont, Guy A. [1 ]
Loewen, Philip [2 ]
机构
[1] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
[2] Univ British Columbia, Dept Math, Vancouver, BC V6T 1Z2, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
multivariable process; circulant matrix; spatial frequency decomposition; Windsurfer adaptive robust control; internal model control; multivariable cross directional process; DESIGN; PERFORMANCE; SHEET;
D O I
10.1002/acs.1158
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 present a novel adaptive robust control approach to the multivariable cross-directional (CD) process of continuous web manufacturing. The common assumption of spatial frequency decomposition (SFD) is used to allow the process analysis in terms of a family of single-input single-output (SISO) transfer functions across the spatial frequencies. We then apply discretized Windsurfing adaptive robust control to each individual separated spatial frequency, starting with a stable initial model and a robust stabilizing controller at each spatial frequency. This approach allows the 2D bandwidth of the closed-loop system to be increased progressively at each spatial frequency through an iterative relevant system identification and control design procedure. The method deals with both model uncertainty and measurement noise issues. Simulation results are given to illustrate the performance of the applied method. Copyright (C) 2009 John Wiley & Sons, Ltd.
引用
收藏
页码:657 / 674
页数:18
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