Optimal actuator/sensor placement for linear parabolic PDEs using spatial H2 norm

被引:70
作者
Armaou, Antonios [1 ]
Demetriou, Michael A.
机构
[1] Penn State Univ, Dept Chem Engn, University Pk, PA 16802 USA
[2] Worcester Polytech Inst, Dept Mech Engn, Worcester, MA 01609 USA
基金
美国国家科学基金会;
关键词
transport processes; optimization; spatial norms; spillover effects; actuator network; actuator placement; sensor network; sensor placement;
D O I
10.1016/j.ces.2006.07.027
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
The present work focuses on the optimal, with respect to certain criteria, placement of control actuators and sensors for transport-reaction processes which are mathematically modeled by linear parabolic partial differential equations. Using modal decomposition to discretize the spatial coordinate, and the notions of spatial and modal controllability and observability, the semi-infinite optimization problem is formulated as a nonlinear optimization problem in an abstract space, which is subsequently solved using standard search algorithms. The proposed method is successfully applied to a representative process, modeled by a one-dimensional parabolic PDE, where the optimal location of a single and multiple point actuators are computed. (c) 2006 Published by Elsevier Ltd.
引用
收藏
页码:7351 / 7367
页数:17
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