DocumentCode
21884
Title
Performance Evaluation of a Distributed MPC Strategy Applied to the Continuous Stirred Tank Reactor
Author
Lagos, B. ; Cipriano, A.
Author_Institution
Pontificia Univ. Catolica de Chile, Santiago, Chile
Volume
13
Issue
6
fYear
2015
fDate
Jun-15
Firstpage
1921
Lastpage
1926
Abstract
The search of more robust solutions for multiple-input multiple-output (MIMO) process control has motivated the development of complex modeling and control techniques for such systems. In this work the performance of a distributed controller (Distributed Model Predictive Control DMPC) versus a centralized solution (Model Predictive Control, MPC) are compared when faults in sensors and actuators occur. Preliminary results show that for faults in actuators the distributed solution has a better response but it requires more calculation time.
Keywords
chemical reactors; distributed control; fault tolerance; predictive control; process control; MIMO process control; continuous stirred tank reactor; distributed MPC strategy; distributed model predictive control; fault tolerance; multiple-input multiple-output process control; Continuous-stirred tank reactor; Inductors; Performance evaluation; Predictive control; Predictive models; Robustness; Continuous Stirred Tank Reactor; Distributed MPC; Fault Tolerance; Model Predictive Control;
fLanguage
English
Journal_Title
Latin America Transactions, IEEE (Revista IEEE America Latina)
Publisher
ieee
ISSN
1548-0992
Type
jour
DOI
10.1109/TLA.2015.7164218
Filename
7164218
Link To Document