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Decomposition approaches for the design and scheduling of multiproduct multistage batch plants with parallel lines

机译:具有平行线的多程序多阶段批量设备的设计和调度的分解方法

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摘要

Multiproduct chemical batch plants, often equipped with parallel production lines, are facilities where similar products are produced by sharing available equipment and time. Hence, when designing such plants, the operational use should be considered simultaneously. In this paper, the design and scheduling problem of a batch plant with parallel lines is addressed, using the Resource-Task Network formulation. The proposed mixed-integer linear programming model aims at minimising total costs through the optimisation of the number of lines to install, their design and the number, size and timings of the batches of every product on the installed lines. Besides an integral (exact) approach, we applied three decomposition approaches to tackle the computational complexity associated with this problem: line decomposition, bottleneck decomposition and a combination of both. Through several examples, it is shown that all three decomposition approaches reduce the computation times significantly compared to the integral approach, while obtaining (near) optimal solutions. (C) 2019 Elsevier Ltd. All rights reserved.
机译:多级化学批量植物,通常配备平行生产线,是通过共用可用设备和时间生产类似产品的设施。因此,在设计这种植物时,应同时考虑操作使用。在本文中,使用资源任务网络配方解决了具有平行线的批量设备的设计和调度问题。所提出的混合整数线性编程模型旨在通过优化安装线路上的线路数量,它们的设计以及安装线上的每个产品的批次的数量,设计和数量,尺寸和时序来最小化总成本。除了一个积分(精确的)方法外,我们应用了三种分解方法来解决与此问题相关的计算复杂性:线分解,瓶颈分解和两者的组合。通过几个例子,显示所有三个分解方法与整体方法相比,所有三种分解方法会显着减少计算时间,同时获得(近)最佳解决方案。 (c)2019 Elsevier Ltd.保留所有权利。

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