电力电子学中数据驱动预测的综述

Ahsanul Kabir, Chris Bailey, Hua Lu, S. Stoyanov
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引用次数: 28

摘要

连接预测和系统生命周期管理的规程通常称为预测和健康管理(PHM)。虽然预后是PHM的主要部分之一,但它是最不成熟的。本文基于以往数据驱动预测在电力电子模块领域的应用工作,主要研究了利用单个系统或组件的测量特性来预测剩余使用寿命的数据驱动预测方法。
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A review of data-driven prognostics in power electronics
The discipline that connects prognostics and system lifecycle management is often referred to as prognostics and health management (PHM). Though prognostics is one of the main parts of PHM, it is the least mature. This paper is based on the past work of data driven prognostics applied in the field of power electronics modules and primarily concerned with the data driven prognostics methods that take advantage of measured characteristics of individual systems or components in order to predict the remaining useful life (RUL).
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