2018
DOI: 10.3390/en11071874
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A Methodology Based on Cyclostationary Analysis for Fault Detection of Hydraulic Axial Piston Pumps

Abstract: Condition monitoring has been an active area of research in many industrial fields during the last decades, particularly in fluid power systems. This paper presents a solution for the fault diagnosis of a variable displacement axial-piston pump, which is a critical component in many hydraulic systems. The proposed methodology follows a data-driven approach including data acquisition and feature extraction and is based on the analysis of acceleration signals through the theory of cyclostationarity. An experimen… Show more

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Cited by 19 publications
(12 citation statements)
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“…It is therefore appropriate that it has an almost constant value. Welding together all of the numeric values in this constant, it is appropriate to set (30) with C•sinδ = 1.3 ÷ 1.9, as experience suggests conservatively. In Formula (30), Q must be expressed in L/s, f 1 in cm 2 , b in m of water column, and l in cm, and it is possible to note that, if a given valve has operated satisfactorily in a pump with flow Q 0 and number of rounds n, it will be able to work equally well in any other pump in which the product Q 0 n is the same value.…”
Section: Additional Effects and Their Influencementioning
confidence: 99%
“…It is therefore appropriate that it has an almost constant value. Welding together all of the numeric values in this constant, it is appropriate to set (30) with C•sinδ = 1.3 ÷ 1.9, as experience suggests conservatively. In Formula (30), Q must be expressed in L/s, f 1 in cm 2 , b in m of water column, and l in cm, and it is possible to note that, if a given valve has operated satisfactorily in a pump with flow Q 0 and number of rounds n, it will be able to work equally well in any other pump in which the product Q 0 n is the same value.…”
Section: Additional Effects and Their Influencementioning
confidence: 99%
“…Usually, the main problem when a pump works in conditions of incomplete filling is not the lack of flow rate itself, but the strong pressure oscillations originated by the back flow in the variable chambers. The intense fluid-born noise also generates a vibration of the pump casing (structure-borne noise) that be clearly identified by means of the techniques used for the fault detection [8]. A specific study on the identification of the conditions of incomplete filling in gerotor pumps, based on acceleration signals, can be found in [9].…”
Section: Introductionmentioning
confidence: 99%
“…It helped to improve monitoring, diagnosis and characterisation of systems in the rotating machine and telecommunication fields. Very recently several publications discuss the use of cyclostationarity in different technological fields [4,5]. In this paper we will be using these cyclostationary tools for the first time for turbulent machines.…”
Section: Introductionmentioning
confidence: 99%