DocumentCode
1239829
Title
Variable lookahead supervisory control with state information
Author
Hadj-Alouane, N.B. ; Lafortune, Stephane ; Lin, Feng
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
Volume
39
Issue
12
fYear
1994
fDate
12/1/1994 12:00:00 AM
Firstpage
2398
Lastpage
2410
Abstract
In cases where the discrete-event system model has an infinite or large state space, or when it is not completely specified a priori, applying the traditional off-line methods for computing the control policy may be impractical, if not infeasible. We adopt an online limited lookahead approach. Under this approach, the next control action is determined based on an N-step ahead projection of the system behavior and on one of two attitudes-conservative or optimistic. We extend this approach to incorporate knowledge of the system state in the computation. This has the potential of improving the efficiency of the computation as well as the quality of the control policy. There are five specific contributions presented in this paper: 1) a new algorithm for the online computation of supervisory controls with worst case complexity that is quadratic in the number of “expanded” states, 2) an algorithmic proof of the correctness of this algorithm that avoids using fixed point methods and offers new insight into the structure of the supremal controllable sublanguage, 3) an off-line version based on a forward search technique that has the same worst case complexity as existing off-line algorithms but is potentially more efficient, 4) a formal proof of the fact that when the languages of interest are livelock free the computations are performed in linear complexity, and 5) new bounds on the depth of the lookahead window that guarantee optimality
Keywords
computational complexity; discrete event systems; formal languages; predictive control; N-step ahead projection; correctness proof; discrete-event system model; expanded states; forward search technique; infinite state space; large state space; linear complexity; livelock free languages; lookahead window depth bounds; online limited lookahead approach; quadratic worst case complexity; state information; supremal controllable sublanguage; variable lookahead supervisory control; Control systems; Discrete event systems; Interleaved codes; Large-scale systems; Optimal control; State-space methods; Supervisory control;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/9.362854
Filename
362854
Link To Document