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Divergent production scheduling with multi-process routes and common inventory

机译:具有多流程路线和通用库存的不同生产计划

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摘要

This research considers a scheduling problem in a divergent production system (DPS) where a single input item is converted into multiple output items. Therefore, the number of finished products is much larger than the number of input items. This paper addresses two important challenges in a real-life DPS problem faced by an aluminium manufacturing company. One challenge is that one product can be produced following different process routes that may have slightly different capabilities and capacities. The other is that the total inventory capacity is very limited in the company in the sense that a fixed number of inventory spaces are commonly shared by raw materials, WIP (work-in-process) items and finished products. This paper proposes a two-step approach to solving this problem. In the first step, an integer programming (IP) model is developed to plan the type and quantity of operations. In the second step, a particle swarm optimisation (PSO) is proposed to schedule the operations determined in the first step. The computational results based on actual production data have shown that the proposed two-step solution is appropriate and advantageous for the DPS scheduling problem in the company.
机译:这项研究考虑了将单个输入项目转换为多个输出项目的分散生产系统(DPS)中的调度问题。因此,成品的数量远远大于输入项的数量。本文解决了一家铝制造公司面临的现实DPS问题中的两个重要挑战。一个挑战是,可以按照可能具有稍微不同的能力的不同工艺路线生产一种产品。另一个是总公司的库存能力非常有限,因为原材料,在制品(WIP)和成品通常共享固定数量的库存空间。本文提出了一种解决问题的两步方法。第一步,开发整数编程(IP)模型以计划操作的类型和数量。在第二步中,提出了粒子群优化(PSO)来调度第一步中确定的操作。基于实际生产数据的计算结果表明,所提出的两步法是解决公司DPS调度问题的合适方法。

著录项

  • 来源
    《International Journal of Production Research》 |2012年第20期|p.5762-5782|共21页
  • 作者单位

    Department of Industrial and Manufacturing Systems Engineering, University of Hong Kong, Hong Kong;

    Department of Industrial and Manufacturing Systems Engineering, University of Hong Kong, Hong Kong;

    School of Economics and Commerce, South China University of Technology, ROC;

    Department of Industrial and Manufacturing Systems Engineering, University of Hong Kong, Hong Kong,Faculty of Mechatronics Engineering, Guangdong University of Technology, Guangzhou, ROC;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    production scheduling; divergent production system; particle swarm optimisation;

    机译:生产计划;多样化的生产体系​​;粒子群优化;

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