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Optimal layout of multi-floor process plants using MILP

机译:使用MILP的多层加工厂的最佳布局

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摘要

In this work, a new mixed integer linear programming (MILP) model is proposed for the multi-floor process plant layout problem with additional considerations. Multi-floor process plant layout determines the spatial arrangement of process plant units considering their connectivity amongst other factors and affects the cost of constructing the plant, the ease of plant operation and expansion, general safety levels within the plant and its neighbouring environment, as well as operational costs. Over the past years, mathematical programming models have been developed to describe the layout problem considering connectivity costs, pumping costs, installation of safety devices, and piping, in single and multiple floors. Features such the representation of irregularly shaped items, tall equipment spanning multiple floors and others have been successfully modelled. This work builds on such past considerations with additional features that allow multi-floor equipment items extend above the maximum potential number of floors, and the selection of an available number of floors less than the maximum number required by any equipment item. Integer cuts are also developed for the proposed model to enhance its efficiency. The performance and limitations of the proposed model are demonstrated with industry-relevant case studies of up to 25 units, and results show a potential cost savings when compared to existing models with additional computational benefits of the integer cuts in all of the cases explored. (C) 2019 Elsevier Ltd. All rights reserved.
机译:在这项工作中,提出了一个新的混合整数线性规划(MILP)模型,该模型针对多层工艺工厂的布局问题进行了补充。多层加工厂的布局考虑了加工厂之间的连通性,决定了加工厂单元的空间布置,并影响了工厂的建设成本,工厂操作和扩展的难易程度,工厂及其附近环境的总体安全水平以及作为运营成本。在过去的几年中,已经开发出数学程序模型来描述布局问题,其中考虑了在单层和多层中的连接成本,泵送成本,安全装置的安装和管道。诸如不规则形状的物品,跨越多个楼层的高大设备的代表等特征已成功建模。这项工作基于过去的考虑,并具有其他功能,这些功能允许多层设备项扩展到最大潜在楼层数以上,并且选择的可用楼层数少于任何设备项所需的最大数。还为建议的模型开发了整数切割,以提高其效率。与多达25个单位的行业相关案例研究证明了所提出模型的性能和局限性,结果显示,与现有模型相比,在所有探索的案例中,整数削减的额外计算优势均可以节省成本。 (C)2019 Elsevier Ltd.保留所有权利。

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