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Proposal of a Fast Model-Based Prognostic Paradigm for Electrohydraulic Actuators affected by Multiple Failures

机译:基于液压故障的电动液压执行器的基于模型的快速预测范例的建议

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摘要

The electrohydraulic actuator (EHA), and in particular the servovalves (SVs) regulating their hydraulic power are complex devices and can fail in several ways. Developing a fault detection algorithm able to identify the precursors of the above mentioned EHA failure and its degradation pattern is thus beneficial for anticipating the incoming failure and alerting the maintenance crew so as to properly schedule the servomechanism replacement. To this purpose, authors propose a new model-based fault detection and identification (FDI) technique able to perform an early detection of two of the most common types of SV progressive failures (dry friction acting on servovalve spool and contamination of the first stage filter).
机译:电动液压执行器(EHA),尤其是调节其液压动力的伺服阀(SV)是复杂的设备,可能会以多种方式发生故障。因此,开发一种能够识别上述EHA故障的前兆及其降级模式的故障检测算法,对于预测即将发生的故障并提醒维护人员,从而适当地安排伺服机构更换非常有利。为此,作者提出了一种新的基于模型的故障检测和识别(FDI)技术,该技术能够对两种最常见的SV渐进式故障(作用在伺服阀阀芯上的干摩擦和第一级过滤器的污染)进行早期检测。 )。

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