行李处理系统的分层路线选择控制

A. Tarau, B. Schutter, H. Hellendoorn
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引用次数: 12

摘要

我们为最先进的行李处理系统提出了一个分层控制框架,其中行李由快速目的地编码车辆(dcv)运输。在这个控制框架中,交换机控制器为网络中的每个交换机提供位置指令。一组开关控制器随后由一个网络控制器监督,该网络控制器主要负责dcv的路由选择指令。路径选择控制问题是一个非线性、混合整数优化问题,计算量大,在实际应用中比较棘手。因此,我们提出了一种替代方法,通过近似非线性优化问题并将其重写为混合整数线性规划(MILP)问题来降低计算的复杂性,该问题的求解器可用,使我们能够有效地计算全局最优解。然后将MILP问题的解用于计算最优开关控制动作。对于一个基准案例研究,我们比较了层次控制和集中开关控制。结果表明,提出的分层控制在最优性和计算效率之间提供了平衡的权衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hierarchical route choice control for baggage handling systems
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.
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