2022
DOI: 10.36001/phme.2022.v7i1.3326
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Forecasting Piston Rod Seal Failure Based on Acoustic Emission Features in ARIMA Model

Abstract: Fluid leakage due to piston rod seal failure in hydraulic cylinders results in unscheduled maintenance, machine downtime and loss of productivity. Therefore, it is vital to understand the piston rod seal failure at initial stages. In literature, very few attempts have been made to implement forecasting techniques for piston rod seal failure in hydraulic cylinders using acoustic emission (AE) features. Therefore, in this study, we aim to forecast piston rod seal failure using AE features in the auto regressive … Show more

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