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Prognostics health management of condition-based maintenance for aircraft engine systems

机译:飞机发动机系统基于状态的维护的预测健康管理

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Engine maintenance costs account for the largest part of the whole aircraft maintenance costs, for this reason, engine health management was presented. But almost all the researches are focused on diagnostics methods. In this paper, firstly, we analyzed the modes of engine faults, then discussed how to implement engine fault prediction and Remaining Useful Life (RUL) prediction, at last, we chose a SVM-based model to show how to predict wear trend (this belongs to the problem of fault prediction). Engine health management is also the premise of Condition Based Management (CBM) realization.
机译:发动机维护成本占整个飞机维护成本的最大部分,因此提出了发动机健康管理。但是几乎所有的研究都集中在诊断方法上。在本文中,我们首先分析了发动机故障的模式,然后讨论了如何执行发动机故障预测和剩余使用寿命(RUL)预测,最后,我们选择了基于SVM的模型来展示如何预测磨损趋势(此属于故障预测问题)。发动机健康管理也是基于条件的管理(CBM)实现的前提。

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