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Integration of PCB assembly process planning and scheduling

机译:集成PCB组装过程的计划和调度

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摘要

Purpose-The purpose of this paper is to realize the integrated optimization of process planning and scheduling in printed circuit board assembly (PCBA). Design/methodology/approach-Logical and numerical contour matrix is used to describe the constituent of component and machine for different PCBA processes on the basis of polychromatic sets (PS) theory, and a PS model of PCBA is built. A hybrid genetic algorithm (GA) is developed to optimize the component allocation, PCB assignment and assembly sequence simultaneously. Findings-Integration of PCBA process planning and scheduling (PCBAPPS) can bridge the gap between design and manufacturing to guarantee the assembly quality and improve the production efficiency. However, PCBAPPS have to search for the optimal result in their own vast solution space. They are complex combinatorial optimization problems. The optimization of PCBAPPS constructs a unified solution space which includes two sub-solution space stated above. In this paper, dynamic optimization of PCBAPPS is implemented and the solution efficiency is improved. Originality/value-PS model holds unified standard form on the basis of logical contour and numerical matrix. It is adopted to describe the static structure and dynamic characteristic of PCBA system and combine with GA to solve the integrated optimization problem of PCBAPPS effectively and dynamically.
机译:目的-本文的目的是实现印刷电路板组装(PCBA)中工艺计划和调度的集成优化。设计/方法/方法-基于多色集(PS)理论,使用逻辑和数值轮廓矩阵描述不同PCBA工艺的组件和机器的组成,并建立PCBA的PS模型。开发了一种混合遗传算法(GA),以同时优化组件分配,PCB分配和装配顺序。 Findings-Integrated PCBA流程计划和计划(PCBAPPS)可以弥合设计和制造之间的差距,以确保组装质量并提高生产效率。但是,PCBAPPS必须在自己庞大的解决方案空间中寻找最佳结果。它们是复杂的组合优化问题。 PCBAPPS的优化构建了一个统一的解决方案空间,其中包括上述两个子解决方案空间。本文对PCBAPPS进行了动态优化,提高了求解效率。创意/价值-PS模型在逻辑轮廓和数值矩阵的基础上保持统一的标准形式。通过描述PCBA系统的静态结构和动态特性,并与遗传算法相结合,有效,动态地解决了PCBAPPS的集成优化问题。

著录项

  • 来源
    《Assembly Automation》 |2011年第3期|p.232-243|共12页
  • 作者

    Xuan Du; Zongbin Li; Song Wang;

  • 作者单位

    State Key Laboratory for Manufacturing Systems Engineering, School of Mechanical Engineering,Xi'an Jiaotong University, Xi'an, China;

    State Key Laboratory for Manufacturing Systems Engineering, School of Mechanical Engineering,Xi'an Jiaotong University, Xi'an, China;

    State Key Laboratory for Manufacturing Systems Engineering, School of Mechanical Engineering,Xi'an Jiaotong University, Xi'an, China;

  • 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

    printed circuit board assembly; process planning; scheduling; integration; polychromatic sets;

    机译:印刷电路板组装;工艺计划;排程积分;多色集;

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