Title :
An MPC scheme for routing problem in baggage handling systems: A linear programming approach
Author :
Zeinaly, Yashar ; De Schutter, Bart ; Hellendoorn, Hans
Author_Institution :
Delft Center for Syst. & Control, Delft Univ. of Technol., Delft, Netherlands
Abstract :
This paper considers the routing problem of DCVs in state-of-the-art baggage handling systems. In previous work, this problem was considered within the framework of model predictive control, where the optimization problem was recast as a mixed integer linear programming problem. We make two significant improvements with respect to this previous work. We show that by choosing an alternative model, the optimization problem can be recast as a linear programming problem, which has significant computational advantages. Furthermore, we use a new cost function that reflects the control objectives in a better way. This leads to a computationally efficient routing controller.
Keywords :
integer programming; linear programming; materials handling; predictive control; vehicles; DCV; MPC scheme; computational advantages; computationally efficient routing controller; control objectives; cost function; linear programming approach; mixed integer linear programming problem; model predictive control; optimization problem; routing problem; state-of-the-art baggage handling systems; Computational modeling; Linear programming; Loading; Routing; Switches; Vectors;
Conference_Titel :
Networking, Sensing and Control (ICNSC), 2013 10th IEEE International Conference on
Conference_Location :
Evry
Print_ISBN :
978-1-4673-5198-0
Electronic_ISBN :
978-1-4673-5199-7
DOI :
10.1109/ICNSC.2013.6548838