Literature DB >> 32575775

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

César Ricardo Soto-Ocampo1, José Manuel Mera1, Juan David Cano-Moreno1, José Luis Garcia-Bernardo1.   

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.

Entities:  

Keywords:  Raspberry; bearing diagnosis; data acquisition system; envelope analysis; high sampling rate; low cost; vibration test bench

Year:  2020        PMID: 32575775     DOI: 10.3390/s20123493

Source DB:  PubMed          Journal:  Sensors (Basel)        ISSN: 1424-8220            Impact factor:   3.576


  2 in total

1.  Design and Evaluation of Low-Cost Vibration-Based Machine Monitoring System for Hay Rotary Tedder.

Authors:  Arkadiusz Mystkowski; Rafał Kociszewski; Adam Kotowski; Maciej Ciężkowski; Wojciech Wojtkowski; Michał Ostaszewski; Zbigniew Kulesza; Adam Wolniakowski; Grzegorz Kraszewski; Adam Idzkowski
Journal:  Sensors (Basel)       Date:  2022-05-27       Impact factor: 3.847

2.  A Low-Cost Multi-Sensor Data Acquisition System for Fault Detection in Fused Deposition Modelling.

Authors:  Satish Kumar; Tushar Kolekar; Shruti Patil; Arunkumar Bongale; Ketan Kotecha; Atef Zaguia; Chander Prakash
Journal:  Sensors (Basel)       Date:  2022-01-10       Impact factor: 3.576

  2 in total

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