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Framework Standard for Prognosis: An Approach for Effective Prognosis Implementation

机译:预后框架标准:有效预后实施的方法

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Prognosis is used to improve system availability. This is achieved by minimizing system downtime with the help of mechanisms that senses the degradation in the system health to predict the ‘time-to-failure’ of the system. Degradation in the system’s health is measured by sensing the early signs of aging and wear and tear of the system components. This requires knowledge of all the failure modes of the system along with patterns of behavioral changes in the individual components of the system while it continues to age. Prognosis methods and mechanisms are still evolving. So, no comprehensive guidelines or framework standards exist as of today that can provide reliable and standardized prognosis solutions to the end user customers. The intent of devising such a framework and guidelines is to improve and standardize the implementation of prognosis solutions so that; it will be more effective to all stakeholders from the perspective of safety, cost and convenience. At present, there is a lot of variation in the implementation of a prognostic mechanism, although having well developed methods for the same. This is due to the lack of availability of a common framework that guides the design of the prognostic mechanism for a product. The framework standard proposed in this paper can facilitate the development of the prognosis methods that are more stable, accurate and reliable, in terms of providing information about the health of the system at the right time making it more useful from the perspective of maintenance. The framework standard provides guidance throughout system life cycle, i.e. right from the development till maintenance phase.
机译:预后用于改善系统可用性。这是通过在感测系统健康的劣化来预测系统的“失败”的机制的帮助下,通过最小化系统停机来实现这一目标。通过感测系统组分的衰老和磨损的早期迹象,测量系统健康中的降解。这需要了解系统的所有失败模式以及系统的各个组件的行为变化模式,而在其持续到年龄。预后方法和机制仍在不断发展。因此,没有截至目前的全面指导方针或框架标准,可以为最终用户客户提供可靠和标准化的预后解决方案。设计框架和指导方针的目的是改善和标准化预后解决方案的实施方式;从安全性,成本和便利性的角度来看,所有利益相关者都将更有效。目前,在实施预后机制的实施方面存在大量变化,尽管具有良好的制定方法。这是由于缺乏普通框架的可用性,指导了产品的预后机制的设计。本文提出的框架标准可以促进开发预后方法,以便在正确的时间提供有关系统健康的信息,从维护的角度更有用的方面,更稳定,准确可靠。框架标准在整个系统生命周期中提供了指导,即,从开发到维护阶段。

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