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首页> 外文会议>International annual conference of the American Society for Engineering Management >A REVIEW OF LITERATURE ON MAHALANOBIS-TAGUCHI STRATEGY IN CONDITION MONITORING
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A REVIEW OF LITERATURE ON MAHALANOBIS-TAGUCHI STRATEGY IN CONDITION MONITORING

机译：状态监测中马哈拉诺比斯-塔库奇策略文学研究述评

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This paper presents a review of literature on condition monitoring systems based on the Mahalanobis-Taguchi strategy (MTS). MTS is based on the Mahalanobis distance (MD), a distance measure which takes into account the correlation between variables in a data set. MD enables pattern recognition in multidimensional systems, which is one of the approaches used in the design of condition monitoring systems. MTS provides a means of extracting information in a multidimensional system, which has led to the use of the methodology in the development of fault detection, prediction, diagnosis, and prognosis systems. There are usually numerous parameters evaluated in condition monitoring. MTS significantly reduces the need to measure all parameters by identifying the variables that are strongly associated with a fault occurrence. This paper focuses on the applications of MTS to condition monitoring and other closely related problems.
机译：本文介绍了基于Mahalanobis-Taguchi策略（MTS）的状态监测系统的文献综述。 MTS基于马氏距离（MD），该距离度量考虑了数据集中变量之间的相关性。 MD支持多维系统中的模式识别，这是状态监控系统设计中使用的方法之一。 MTS提供了一种在多维系统中提取信息的方法，这导致该方法在故障检测，预测，诊断和预后系统开发中的使用。通常在状态监视中评估许多参数。通过识别与故障发生密切相关的变量，MTS大大降低了测量所有参数的需求。本文重点介绍了MTS在状态监测和其他密切相关的问题中的应用。

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