计算机集成制造系统 ›› 2020, Vol. 26 ›› Issue (7): 1918-1930.DOI: 10.13196/j.cims.2020.07.020

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二维质保政策下产品索赔差异调查决策

天津大学管理与经济学部   

  1. 针对目前产品索赔差异分析的相关研究缺乏考虑调查成本、虚发报警成本、修正成本、质保成本对调查决策的影响,在二维质保政策背景下,建立了考虑上述成本因素的产品索赔差异调查决策模型。首先,在对产品索赔数量进行建模基础上,基于贝叶斯理论对失效率函数进行修正。然后,根据各调查月份内获得的质保数据,通过最小化制造商总期望成本建立产品索赔差异调查决策规则。最后,通过算例展示了该方法的应用,并分析了重要参数变化对调查决策规则的影响。
  • 出版日期:2020-07-31 发布日期:2020-07-31
  • 基金资助:
    国家自然科学基金资助项目(71532008)。

Investigation for warranty claims variation of products sold under two-dimensional warranty

  • Online:2020-07-31 Published:2020-07-31
  • Supported by:
    Project supported by the National Natural Science Foundation,China(No.71532008).

摘要: 针对目前产品索赔差异分析的相关研究缺乏考虑调查成本、虚发报警成本、修正成本、质保成本对调查决策的影响,在二维质保政策背景下,建立了考虑上述成本因素的产品索赔差异调查决策模型。首先,在对产品索赔数量进行建模基础上,基于贝叶斯理论对失效率函数进行修正。然后,根据各调查月份内获得的质保数据,通过最小化制造商总期望成本建立产品索赔差异调查决策规则。最后,通过算例展示了该方法的应用,并分析了重要参数变化对调查决策规则的影响。

关键词: 二维质保政策, 索赔差异, 质保数据, 贝叶斯理论, 差异调查

Abstract: The warranty claims variation of products is the key point of warranty management.Aiming at the problem that the influence of investigation cost,false alarms cost and the cost of correction cost and warranty cost on investigation was not considered,the investigation decision model of warranty claims variation in the context of two-dimensional warranty policy was established by considering the above factors.Based on the modeling of the number of product claims,the failure rate function was modified with Bayesian theory.According to the warranty data obtained during each survey month,the warranty claims variation investigation decision rules were established by minimizing the manufacturer's total expected cost.The proposed method was illustrated and validated by a numerical study,and the influence of parameter changes on the investigation decision rules was analyzed.

Key words: two-dimensional warranty policy, warranty claims variation, warranty data, Bayesian theory, variation investigation

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