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Article

A Case Study on Remote Instrumentation of Vibration and Temperature in Bearing Housings

1
Department of Mecathronics Engineering, Universidad Tecnológica de Pereira, Pereira 66001, Risaralda, Colombia
2
Department of Electrical Engineering, Universidad Tecnológica de Pereira, Pereira 66001, Risaralda, Colombia
3
Department of Electrical and Computer Engineering, Marquette University, Milwaukee, WI 53233, USA
*
Authors to whom correspondence should be addressed.
J. Low Power Electron. Appl. 2021, 11(4), 44; https://doi.org/10.3390/jlpea11040044
Submission received: 13 August 2021 / Revised: 9 November 2021 / Accepted: 16 November 2021 / Published: 19 November 2021

Abstract

Data collection is one of the most relevant topics of modern automation and industry. It is usually a costly and time-consuming task, especially in continuous processes. Our case study takes place in a sugar cane mill. The required continuous operation of a belt conveyor for bagasse transportation makes it a critical system in the overall production process. Therefore, a predictive maintenance tool is highly applicable here. We identified bearing housings as critical points for data collection intended for prognostics of the conveyor. However, given the number of points, the cost of a commercial solution becomes unfeasible by our company. This paper reports the development of low-cost devices for measurements and wireless transmission of vibration and temperature data from bearing housings. We assessed several sensor options and made decisions based on a cost-suitability commitment, which led to the design of the electronic devices. The devices were tested for correct operation, reliability (99%), and relative measurement errors under 1.2%. From the tests, we conclude that our proposal is appropriate for our case study’s industrial needs and budget restrictions.
Keywords: sensing network; LoRa; machinery prognostics; belt conveyor sensing network; LoRa; machinery prognostics; belt conveyor

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MDPI and ACS Style

Cardona, M.; Cifuentes, M.; Hernandez, B.; Prado, W. A Case Study on Remote Instrumentation of Vibration and Temperature in Bearing Housings. J. Low Power Electron. Appl. 2021, 11, 44. https://doi.org/10.3390/jlpea11040044

AMA Style

Cardona M, Cifuentes M, Hernandez B, Prado W. A Case Study on Remote Instrumentation of Vibration and Temperature in Bearing Housings. Journal of Low Power Electronics and Applications. 2021; 11(4):44. https://doi.org/10.3390/jlpea11040044

Chicago/Turabian Style

Cardona, Mariana, Michael Cifuentes, Byron Hernandez, and William Prado. 2021. "A Case Study on Remote Instrumentation of Vibration and Temperature in Bearing Housings" Journal of Low Power Electronics and Applications 11, no. 4: 44. https://doi.org/10.3390/jlpea11040044

APA Style

Cardona, M., Cifuentes, M., Hernandez, B., & Prado, W. (2021). A Case Study on Remote Instrumentation of Vibration and Temperature in Bearing Housings. Journal of Low Power Electronics and Applications, 11(4), 44. https://doi.org/10.3390/jlpea11040044

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