DocumentCode :
183750
Title :
Output feedback economic model predictive control of parabolic PDE systems
Author :
Liangfeng Lao ; Ellis, Matthew ; Christofides, Panagiotis D.
Author_Institution :
Dept. of Chem. & Biomol. Eng., Univ. of California, Los Angeles, Los Angeles, CA, USA
fYear :
2014
fDate :
4-6 June 2014
Firstpage :
1655
Lastpage :
1660
Abstract :
We proposed an economic model predictive control (EMPC) system for parabolic partial differential equation (PDE) systems in [17]. The EMPC system assumed the knowledge of the complete state spatial profile at each sampling period. From a practical point of view, measurements of the state variables are available only at a finite number of spatial positions. To address this practical consideration, an output feedback EMPC system that accounts for both manipulated input and state constraints is developed for a quasi-linear parabolic PDE system. The EMPC system is applied to a non-isothermal tubular reactor. Two EMPC systems, each utilizing a different number of measurement sensors and formulated with various degrees of accuracy (i.e., number of modes retained from the infinite-dimensional model), are presented and compared on the basis of model accuracy, and input and state constraint satisfaction.
Keywords :
constraint satisfaction problems; economics; feedback; parabolic equations; partial differential equations; predictive control; measurement sensors; nonisothermal tubular reactor; output feedback EMPC system; output feedback economic model predictive control; parabolic PDE systems; parabolic partial differential equation systems; quasilinear parabolic PDE system; state constraint satisfaction; state variable measurements; Accuracy; Economics; Eigenvalues and eigenfunctions; Inductors; Mathematical model; Output feedback; Vectors; Distributed parameter systems; Output feedback; Predictive control for nonlinear systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
ISSN :
0743-1619
Print_ISBN :
978-1-4799-3272-6
Type :
conf
DOI :
10.1109/ACC.2014.6858762
Filename :
6858762
Link To Document :
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