铁路基础设施预测和健康管理系统的发展。审查和方法

M. Brahimi, K. Medjaher, M. Leouatni, N. Zerhouni
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引用次数: 9

摘要

可将预测和健康管理(PHM)视为部署预测性维护计划的关键过程。自从它作为一门工程学科开始以来,开发了许多诊断和预测算法,并且建立了健康管理和PHM开发的方法。这些解决方案已应用于许多旨在实现维护转型的工业案例中。例如,在航空航天和军事系统中,PHM已经在系统和组件应用中应用了20多年。在过去的十年中,铁路行业专注于维护问题,并对PHM系统表达了特殊的兴趣。铁路基础设施的维护需要大量的资源和重要的预算。许多已开发的算法和方法可以导入铁路运输系统。然而,必须建立一种为铁路基础设施开发PHM系统的方法。本文针对铁路基础设施的具体特点,概述了PHM系统设计的关键步骤。此外,还审查了PHM过程每个级别的工具和程序,并总结了铁路基础设施的现有监测、健康评估和决策解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of a prognostics and health management system for the railway infrastructure — Review and methodology
The Prognostics and Health Management (PHM) can be considered as a key process to deploy a predictive maintenance program. Since its inception as an engineering discipline, a lot of diagnostics and prognostics algorithms were developed and furthermore methodologies for health management and PHM development established. These solutions were applied in a lot of industrial cases aiming a maintenance transformation. In the Aerospace and Military systems, for example, the PHM has been applied more than 20 years with systems and components applications. During this last decade, the railway industry focused on maintenance issues and expressed a special interest on the PHM systems. The maintenance of the railway infrastructure requires considerable resources and an important budget. Many of the developed algorithms and methodologies can be imported to the Rail Transport systems. However, a methodology to develop a PHM system for a railway infrastructure must be established. This paper provides an overview on the key steps to design a PHM system regarding to the specific characteristics of the railway infrastructure. In addition, tools and procedures for each level of the PHM process are reviewed, as well as a summary of the existing monitoring, health assessment and decision solutions for the railway infrastructure.
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