Low-Order Optimal Regulation of Parabolic PDEs with Time-Dependent Domain

被引:1
|
作者
Izadi, Mojtaba [1 ]
Dubljevic, Stevan [1 ]
机构
[1] Univ Alberta, Dept Chem & Mat Engn, Edmonton, AB T6G 2V4, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
parabolic PDE with time-dependent domain; empirical eigenfunctions; optimal boundary control; order-reduction; DISTRIBUTED-PARAMETER SYSTEMS; NONLINEAR MODEL-REDUCTION; CZOCHRALSKI PROCESS; BOUNDARY CONTROL; HEAT-EQUATION; IDENTIFICATION; DYNAMICS;
D O I
10.1002/aic.14664
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Observer and optimal boundary control design for the objective of output tracking of a linear distributed parameter system given by a two-dimensional (2-D) parabolic partial differential equation with time-varying domain is realized in this work. The transformation of boundary actuation to distributed control setting allows to represent the system's model in a standard evolutionary form. By exploring dynamical model evolution and generating data, a set of time-varying empirical eigenfunctions that capture the dominant dynamics of the distributed system is found. This basis is used in Galerkin's method to accurately represent the distributed system as a finite-dimensional plant in terms of a linear time-varying system. This reduced-order model enables synthesis of a linear optimal output tracking controller, as well as design of a state observer. Finally, numerical results are prepared for the optimal output tracking of a 2-D model of the temperature distribution in Czochralski crystal growth process which has nontrivial geometry. (c) 2014 American Institute of Chemical Engineers AIChE J, 61: 494-502, 2015
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页码:494 / 502
页数:9
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