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Low-Cost, High-Frequency, Data Acquisition System for Condition Monitoring of Rotating Machinery through Vibration Analysis-Case Study

Authors :
César Ricardo Soto-Ocampo
José Manuel Mera
Juan David Cano-Moreno
José Luis Garcia-Bernardo
Source :
Sensors, Vol 20, Iss 12, p 3493 (2020)
Publication Year :
2020
Publisher :
MDPI AG, 2020.

Abstract

Data acquisition is a crucial stage in the execution of condition monitoring (CM) of rotating machinery, by means of vibration analysis. However, the major challenge in the execution of this technique lies in the features of the recording equipment (accuracy, resolution, sampling frequency and number of channels) and the cost they represent. The present work proposes a low-cost data acquisition system, based on Raspberry-Pi, with a high sampling frequency capacity in the recording of up to three channels. To demonstrate the effectiveness of the proposed data acquisition system, a case study is presented in which the vibrations registered in a bearing are analyzed for four degrees of failure.

Details

Language :
English
ISSN :
20123493 and 14248220
Volume :
20
Issue :
12
Database :
Directory of Open Access Journals
Journal :
Sensors
Publication Type :
Academic Journal
Accession number :
edsdoj.7f50e1e151164e1ab90dcb113cbec299
Document Type :
article
Full Text :
https://doi.org/10.3390/s20123493