几种降解过程影响下产品剩余寿命的测定

О.V. Fedukhin, Ar.A. Mukha
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引用次数: 0

摘要

目前,有相当多的研究成果致力于研究技术要素和系统中发生的各种类型的降解过程。在大多数工作中,每个过程都是单独分析的,并考虑到它们对产品剩余寿命的影响,将其简化为选择和考虑主导过程-最集中发展的过程,代表可靠性理论中的所谓“薄弱环节”。这种方法极大地简化了产品的退化模式,这导致了在关键应用系统中不可接受的过高估计的预测结果。本文提出了一种方法,该方法以可访问的工程形式允许计算对象的剩余资源,这些对象同时受到具有不同部分参与的几个退化过程的影响。该方法基于广义退化过程的平均速率和变异系数的计算。计算采用概率物理方法进行,其中包括故障扩散单调分布(dm -分布)的概率模型。这种分布是在一个恒定速率的扩散型马尔可夫随机过程的基础上特别形式化的。扩散单调分布最准确地对准了机械物体失效的统计数据。在多个退化过程的影响下,首次对广义退化过程中各组成退化过程的份额参与初始数据和信息进行归一化处理。与只考虑一个主要降解过程得到的估计相比,该方法使产品剩余寿命的估计更精确。通过优化检修间隔和确定所研究对象的实际寿命,获得了对剩余寿命的精确估计,从而降低了运行成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Determination of the residual life of products under the influence of several degradation processes
At present, there are a significant number of research results devoted to the study of various types of degradation processes occurring in technical elements and systems. In most works, each of the processes is analyzed separately, and taking into account their influence on the re-sidual life of the product is reduced to choosing and taking into account the dominant process – the most intensively developing process, representing a so-called «weak link» in the theory of reliability. This approach greatly simplifies the degradation pattern of the product, which leads to overestimated prediction results that are unacceptable in critical application systems. The article proposes a method that in an accessible engineering form allows for calculating the re-sidual resource of objects that are subject to the simultaneous influence of several degradation processes with different partial participation. The method is based on the calculation of the av-erage rate and the coefficient of variation of the generalized degradation process. The calcula-tions are carried out using a probabilistic-physical approach which includes a probabilistic model of a diffusion-monotonous distribution of failures (DM-distribution). This distribution is specially formalized on the basis of a Markov random process of diffuse type with a constant rate. The diffusion-monotonic distribution most accurately aligns the statistical data on failures of mechanical objects. Under the influence of several degradation processes, the normalization of initial data and information on the share participation of each of the constituent degradation processes in the generalized degradation process was used for the first time. The method makes it possible to refine the estimate of the product's residual life in comparison with the estimate obtained by taking into account only one dominant degradation process. The obtained refined estimate of the residual life allows for reducing operating costs by optimizing the overhaul in-tervals and establishing the actual life of the objects under study.
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