Hierarchical model-based control for automated baggage handling systems


Reference:
A.N. Tarau, B. De Schutter, and H. Hellendoorn, "Hierarchical model-based control for automated baggage handling systems," Chapter 15 in Distributed Decision Making and Control (R. Johansson and A. Rantzer, eds.), vol. 417 of Lecture Notes in Control and Information Sciences, London: Springer, ISBN 978-1-4471-2264-7, pp. 359-386, 2012.

Abstract:
This paper presents a unified and extended account of previous work regarding modern baggage handling systems that transport luggage in an automated way using destination coded vehicles (DCVs). These vehicles transport the bags at high speeds on a network of tracks. To control the route of each DCV in the system we first propose centralized and distributed predictive control methods. This results in nonlinear, nonconvex, mixed-integer optimization problems. Therefore, the proposed approaches will be expensive in terms of computational effort. As an alternative, we also propose a hierarchical control framework where at higher control levels we reduce the complexity of the computations by simplifying and approximating the nonlinear optimization problem by a mixed-integer linear programming (MILP) problem. The advantage is that for MILP problems solvers are available that allow us to efficiently compute the global optimal solution. To compare the performance of the proposed control approaches we assess the trade-off between optimality and CPU time for the obtained results on a benchmark case study.


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Bibtex entry:

@incollection{TarDeS:11-036,
        author={A.N. Tar{\u{a}}u and B. {D}e Schutter and H. Hellendoorn},
        title={Hierarchical model-based control for automated baggage handling systems},
        chapter={15},
        booktitle={Distributed Decision Making and Control},
        series={Lecture Notes in Control and Information Sciences},
        volume={417},
        editor={R. Johansson and A. Rantzer},
        publisher={Springer},
        address={London},
        pages={359--386},
        year={2012},
        doi={10.1007/978-1-4471-2265-4_16}
        }



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