DocumentCode
2571203
Title
A receding horizon strategy for the hierarchical control of manufacturing systems
Author
Sousa, J. Borges ; Pereira, F. Lobo
Author_Institution
Dept. de Engenharia Electrotecnica e de Computadores, Porto Univ., Portugal
fYear
1994
fDate
10-12 Oct 1994
Firstpage
443
Lastpage
450
Abstract
This paper concerns the development of a hierarchical framework for the planning and scheduling of a class of manufacturing systems. In this framework, dynamic optimization plays an important role in order to define control strategies that, by taking into account the dynamic nature of these systems, minimize customized cost functionals subject to state and control constraints. The proposed architecture is composed of two hierarchical levels where a two way information flow, assuming the form of a state feedback control, is obtained through a receding horizon control scheme. At the higher level, an optimal control problem is solved by an iterative algorithm in order to define the control strategies in terms of aggregated production rates for the various subsystems. At the lower level, this control strategy is further refined in such a way that all sequences of operations are fully specified. Although this stage is strongly problem dependent an approach based on the notion of critical machine plays an important role in order to exploit the available flexibility
Keywords
hierarchical systems; optimal control; optimisation; production control; state feedback; aggregated production rates; critical machine; customized cost functionals minimisation; dynamic optimization; hierarchical control; iterative algorithm; manufacturing systems; optimal control problem; planning; receding horizon strategy; scheduling; state feedback control; two way information flow; Constraint optimization; Control systems; Cost function; Dynamic scheduling; Iterative algorithms; Job shop scheduling; Manufacturing systems; Optimal control; Production systems; State feedback;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Integrated Manufacturing and Automation Technology, 1994., Proceedings of the Fourth International Conference on
Conference_Location
Troy, NY
Print_ISBN
0-8186-6510-6
Type
conf
DOI
10.1109/CIMAT.1994.389035
Filename
389035
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