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The Method for Risk Evaluation in Assembly Process based on the Discrete-Time SIRS Epidemic Model and Information Entropy

机译:基于离散时间SIRS流行病模型和信息熵的装配过程风险评估方法

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摘要

In the past decade years, much attention has been attached on assembly process reliability in manufacturing system, because the quality and cost of product are highly determined by assembly process. However, existing research on reliability in assembly are mainly focused on study of size deviation propagation. In this paper, the method for risk evaluation in assembly process based on the discrete-time SIRS epidemic model and information entropy was proposed. Firstly, aiming at the issue of assembly process optimization, innovative solutions are proposed from the perspectives of reliability and cost by decomposing the assembly into general path and rework path. Secondly, the propagation mechanism of defects in optimal assembly approach were studied through combining the infectious disease model and information entropy. According to the bifurcation phenomenon in the SIRS model, the entropy increment of assembly process ΔHbase when defect emergence occurs is calculated. Thirdly, the information entropy increment of optimal assembly approach ΔH is used to evaluate the assembly risk by comparing with the ΔHbase. Finally, a case study of assembly risk evaluation for the oil pump was presented to verify the advantage of this method.
机译:在过去十年中,制造系统的装配过程可靠性已经附加了很多关注,因为产品的质量和成本是通过装配过程高度决定的。然而,现有的组装可靠性研究主要集中在尺寸偏差传播的研究。本文提出了基于离散时间SIRS流行病模型和信息熵的组装过程风险评估方法。首先,针对装配过程优化的问题,通过将装配分解为一般路径和返工路径来提出创新解决方案,从可靠性和成本的角度提出。其次,通过组合传染病模型和信息熵来研究最佳组装方法中缺陷的传播机制。根据SIRS模型中的分叉现象,计算缺陷出现时组装过程ΔHBase的熵增量。第三,最佳组装方法ΔH的信息熵增量ΔH通过与ΔHBase比较来评估装配风险。最后,提出了一种对油泵的装配风险评估的案例研究以验证该方法的优点。

著录项

  • 期刊名称 Entropy
  • 作者单位
  • 年(卷),期 2019(21),11
  • 年度 2019
  • 页码 1029
  • 总页数 19
  • 原文格式 PDF
  • 正文语种
  • 中图分类
  • 关键词

    机译:离散SIRS流行病模型;最佳装配路径;装配复杂性;风险评估;信息熵;

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