2017
DOI: 10.3390/en10030331
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Signal-Based Gas Leakage Detection for Fluid Power Accumulators in Wind Turbines

Abstract: This paper describes the development and application of a signal-based fault detection method for identifying gas leakage in hydraulic accumulators used in wind turbines. The method uses Multiresolution Signal Decomposition (MSD) based on wavelets for feature extraction from a single fluid pressure measurement located close to the accumulator. Gas leakage is shown to create increased variations in this pressure signal. The Root Mean Square (RMS) of the detail coefficient Level 9 from the MSD is found as the mo… Show more

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Cited by 13 publications
(3 citation statements)
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References 23 publications
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“…Liniger et al [21] describes a method for detecting the changes in the pre-charge pressure of an accumulator. The method is based on wavelet analysis and uses a measurement of the fluid pressure close to the accumulator.…”
Section: Accumulatorsmentioning
confidence: 99%
“…Liniger et al [21] describes a method for detecting the changes in the pre-charge pressure of an accumulator. The method is based on wavelet analysis and uses a measurement of the fluid pressure close to the accumulator.…”
Section: Accumulatorsmentioning
confidence: 99%
“…Monitoring gas leakage in such accumulators can significantly reduce the risk, so that many signal-and model-based methods for fault detection in piston accumulators have been developed in the recent years (see e.g. [5][6][7]). Some manufacturers offer monitoring systems for piston accumulators, such as laser or cable position measurement systems and limit switches [8].…”
Section: Introduction 1hydraulic Systems In Wind Turbinesmentioning
confidence: 99%
“…To make the pressure pulsation smaller, an accumulator filled with pressurized gas is usually employed. However, it is necessary to carry out regular maintenance of the accumulator to prevent its performance deterioration caused by gas leakage 7) . On the other hand, it seems to be significant to reduce the size of accumulator when making the size of oil-hydraulic system more compact.…”
Section: Introductionmentioning
confidence: 99%