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OVERVIEW OF REMAINING USEFUL LIFE METHODOLOGIES

机译:剩余有用生命方法论概述

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摘要

Nowadays, it is imperative for products to function properly each time they are used. If a product fails during its use, it may have disastrous consequences. Estimating remaining useful life (RUL) of a product is a key to prevent such disasters, improve its reliability, provide security and reduce maintenance and operational cost. Naturally, estimation of RUL of a product and develop methodologies for the same is proving an interesting domain for researchers.rnThis paper gives an overview of RUL estimation methodologies applied to various products. It also discusses hybrid methodologies which improve RUL estimation accuracy and overcome limitations of the individual methodologies. As this is an emerging area, these methodologies have been applied to only a handful of products. A list of these products is provided with references. A quantitative metric that measures the relative important characteristic differences among different methodologies is given. This paper concludes with few important points observed during literature review.
机译:如今,产品每次使用时都必须正常运行。如果产品在使用过程中发生故障,可能会造成灾难性的后果。估计产品的剩余使用寿命(RUL)是防止此类灾难,提高其可靠性,提供安全性并减少维护和运营成本的关键。自然地,对产品的RUL估计方法及其开发方法的研究为研究人员提供了一个有趣的领域。本文概述了适用于各种产品的RUL估计方法。它还讨论了提高RUL估计准确性并克服各个方法的局限性的混合方法。由于这是一个新兴领域,因此这些方法仅适用于少数产品。这些产品的列表提供了参考。给出了度量不同方法之间相对重要的特征差异的定量度量。本文最后总结了在文献综述过程中观察到的几个要点。

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