Incipient fault detection of motor-operated valves using wavelet transform analysis |
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Authors: | Alvaro Luiz Guimarães Carneiro |
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Affiliation: | a Instituto de Pesquisas Energéticas e Nucleares - IPEN-CNEN, SP, Brazil b The University of Tennessee, Department of Nuclear Engineering, TN, USA |
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Abstract: | The necessity of improvements in monitoring and diagnosis methods started to be of extreme relevance in the predictive maintenance field, establishing the reliability and readiness of system components as an achievable goal. Taking into account these reasons, this paper presents an approach for incipient fault detection of motor-operated valves (MOVs) using wavelet transforms. The technique applied in this paper is the wavelet transform analysis using wavelet toolbox, where the main goal is to obtain more detailed information contained in the measured data, identifying and characterizing the transient phenomena in the time and frequency domains, correlating them to failure situations in the incipient stage. The wavelet analysis has provided good results establishing a new qualitative methodology for monitoring and diagnostics of motor-operated valves. |
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