DocumentCode
2257245
Title
Constrained optimal control theory for differential linear repetitive processes
Author
Dymkov, Michael ; Rogers, Eric ; Dymkou, Siarhei ; Galkowski, Krzysztof
Author_Institution
Belarus State Economic Univ., Minsk, Belarus
fYear
2008
fDate
9-11 Dec. 2008
Firstpage
263
Lastpage
268
Abstract
Differential repetitive processes are a distinct class of continuous-discrete two-dimensional linear systems of both systems theoretic and applications interest. These processes complete a series of sweeps termed passes through a set of dynamics defined over a finite duration known as the pass length, and once the end is reached the process is reset to its starting position before the next pass begins. Moreover the output or pass profile produced on each pass explicitly contributes to the dynamics of the next one. Applications areas include iterative learning control and iterative solution algorithms, for classes of dynamic nonlinear optimal control problems based on the maximum principle, and the modeling of numerous industrial processes such as metal rolling, longwall cutting, etc. In this paper we develop substantial new results on optimal control of these processes in the presence of constraints where the cost function and constraints are motivated by practical application of iterative learning control to robotic manipulators and other electromechanical systems. The analysis is based on generalizing the well-known maximum and ¿-maximum principles to them.
Keywords
continuous systems; discrete systems; iterative methods; learning (artificial intelligence); linear systems; manipulators; optimal control; continuous-discrete 2D linear systems; differential linear repetitive processes; electromechanical systems; industrial processes; iterative learning control; iterative solution algorithms; optimal control; robotic manipulators; Constraint theory; Control systems; Cost function; Electrical equipment industry; Industrial control; Iterative algorithms; Linear systems; Metals industry; Optimal control; Robot control;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2008. CDC 2008. 47th IEEE Conference on
Conference_Location
Cancun
ISSN
0191-2216
Print_ISBN
978-1-4244-3123-6
Electronic_ISBN
0191-2216
Type
conf
DOI
10.1109/CDC.2008.4739492
Filename
4739492
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