Reliability modeling for appliances using the Proportional Hazard Model

机译：使用比例危害模型对电器进行可靠性建模

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The Proportional Hazard Model (PHM) is very flexible to incorporate categorical and continuous variables to the survival analysis. The model can be used to assess the risk of a set of covariates with immediate application for repeated events with multiple failure modes in many electromechanical appliances. The major advantage of not requiring a parametric equation is subjected to some challenges for a direct estimation of the survival curve, as the model is developed in terms of the hazard function. Hazards models can be easily used when operating conditions or consumer usage pattern are to be assessed, such as the experiment used in this research.

机译：比例危害模型（PHM）非常灵活，可以将分类变量和连续变量结合到生存分析中。该模型可用于评估一组协变量的风险，并立即应用于许多机电设备中具有多种故障模式的重复事件。由于该模型是根据危险函数开发的，因此不需要参数方程式的主要优势在于直接估算生存曲线面临一些挑战。当要评估操作条件或消费者使用模式时，可以轻松使用危害模型，例如本研究中使用的实验。

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来源
《2013 Proceedings - Annual Reliability and Maintainability Symposium》|2013年|1-6|共6页
会议地点 Orlando FL(US);Orlando FL(US)
作者
Mendes Alexandre C.; Fard Nasser;
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作者单位

Department of Mechanical and Industrial Engineering, Northeastern University, 360 Huntington Ave, Boston, Massachusetts 02115 USAc;

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原文格式 PDF
正文语种 eng
中图分类
关键词
Electromechanical Appliances; PHM; Proportional Hazard Model; Reliability Modeling; Repeated Failures;

机译：机电产品; PHM;比例危害模型;可靠性建模;重复故障;;

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Reliability modeling for appliances using the Proportional Hazard Model

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