基于预测的产品保证

Yan Ning, P. Sandborn, M. Pecht
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引用次数: 5

摘要

预测和健康管理(PHM)是一门由技术和方法组成的使能学科,用于评估产品在其实际生命周期条件下的可靠性并评估其剩余使用寿命。本文介绍了PHM方法作为一种前瞻性和预测性手段的应用,以实现新的保修方法。保修服务通常在故障发生后进行。然而,随着PHM支持的预测性和前瞻性保修策略的实施,公司可以提前做出保修回报的决策。本文建立的基于预测的保修模型包括基于零件的保修退货、终身保修和定制延保,并提供了保修验证和用户滥用检测的案例研究。这项工作的结果可以通过重塑他们的保修政策,改善他们在保修期间的维护实践,并降低他们的保修成本来提高企业的竞争力。
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Prognostics-based product warranties
Prognostics and health management (PHM) is an enabling discipline consisting of technologies and methods to assess the reliability of a product in its actual life cycle conditions and evaluate its remaining useful life. This paper presents the application of PHM methods as a proactive and predictive means to enable new warranty approaches. Warranty service is typically performed after the occurrence of failure. However, with the implementation of the predictive and proactive warranty strategies enabled by PHM, companies can make decisions for warranty returns up front. The prognostics-based warranty models developed in this paper include part-based warranty return, lifetime warranty, and customized extended warranty, and a case study of warranty validation and user abuse detection is also provided. The results of this work can increase the competitiveness of businesses by reshaping their warranty policies, improving their maintenance practices under warranty, and reducing their warranty costs.
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