DocumentCode
18690
Title
Sustainable and Robust Control of Cyclic Pallet Systems
Author
Mashaei, Maziar ; Lennartson, Bengt
Author_Institution
Dept. of Signals & Syst., Chalmers Univ. of Technol., Göteborg, Sweden
Volume
10
Issue
4
fYear
2013
fDate
Oct. 2013
Firstpage
916
Lastpage
927
Abstract
A proper control of a system to get a desired function and increase the system lifetime is a crucial step towards the sustainable paradigm. In this paper, such a control is designed for a cyclic pallet system to achieve a minimal force on its drive unit, meet safety conditions on the system chain tension force, and the momentum of pallets, and fulfill a desired production rate. The optimal values of control parameters, namely, number of pallets, conveyor velocity, and part set schedule, are obtained through solving a mixed integer linear optimization model. The objective function in the model defines the average force on the drive unit in a cycle production. In addition, the related constraints characterize the pallet system properties such as cyclic and dynamic behavior, buffer size, constant work in process, and safety specifications. This optimization model strongly suffers from the time complexity due to the binary decision variables defining the part set schedule. To reasonably handle the computation time, a heuristic search strategy based on a modified form of the weighted profile fitting algorithm is introduced. Furthermore, the robustness of the optimal control and the system design is analyzed, using worst control and worst but safe control strategies. The optimal control and the robustness analysis are applied to some case studies, and the results are evaluated and discussed.
Keywords
integer programming; linear programming; optimal control; palletising; robust control; binary decision variables; cycle production; cyclic pallet systems; heuristic search strategy; mixed integer linear optimization model; optimal control; part set schedule; robust control; sustainable control; system chain tension force; time complexity; weighted profile fitting algorithm; worst but safe control strategies; worst control; Force; Heuristic algorithms; Materials handling equipment; Mixed integer linear programming; Optimal control; Production; Robust control; Robustness; Heuristic algorithm; mixed integer linear programming; one-loop pallet system; optimal and robust control; tension force model;
fLanguage
English
Journal_Title
Automation Science and Engineering, IEEE Transactions on
Publisher
ieee
ISSN
1545-5955
Type
jour
DOI
10.1109/TASE.2013.2269534
Filename
6550895
Link To Document