Title :
Hierarchical route choice control for baggage handling systems
Author :
Alina N. Tarau;Bart De Schutter;Hans Hellendoorn
Author_Institution :
Faculty of Mechanical, Maritime and Materials Engineering, Delft Center for Systems and Control, Delft University of Technology, Mekelweg 2, 2628 CD Delft, The Netherlands
Abstract :
We propose a hierarchical control framework for state-of-the-art baggage handling systems where the luggage is transported by fast destination coded vehicles (DCVs). In this control framework switch controllers provide position instructions for each switch in the network. A collection of switch controllers is then supervised by a network controller that mainly takes care of the route choice instructions for DCVs. The route choice control problem is problem is a nonlinear, mixed integer optimization problem, with high computational requirements, which makes it intractable in practice. Therefore, we present an alternative approach for reducing the complexity of the computations by approximating the nonlinear optimization problem and rewriting it as a mixed integer linear programming (MILP) problem for which solvers are available that allow us to efficiently compute the global optimal solution. The solution of the MILP problem is then used in computing optimal switch control actions. For a benchmark case study we compare the hierarchical control with centralized switch control. The results indicate that the proposed hierarchical control offers a balanced trade-off between optimality and computational efficiency.
Keywords :
"Control systems","Switches","Routing","Optimal control","Vehicles","Automatic control","Intelligent transportation systems","Mixed integer linear programming","Centralized control","Communication system control"
Conference_Titel :
Intelligent Transportation Systems, 2009. ITSC ´09. 12th International IEEE Conference on
Print_ISBN :
978-1-4244-5519-5
Electronic_ISBN :
2153-0017
DOI :
10.1109/ITSC.2009.5309846