Analysis of the reliability of a semi-automatic screen-printing machine, using continuous probability distribution methods

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Fabián Eduardo Bastidas-Alarcón
Eder Lenin Cruz-Siguenza
Carlos Ramiro Cepeda-Godoy
Rodrigo Velásquez-Carvajal

Abstract

The research is based on the study of the probability with which an equipment works adequately in a certain period under specific operating conditions, the reliability analysis carried out on a semiautomatic screen printing machine, allows to verify the availability of the equipment in the execution of works inherent to it and therefore optimize the mechanism and offer products that meet market requirements, for this we must know the correct times in which preventive maintenance will be carried out, this study was carried out through the application of distribution Weibull and exponential with which it was possible to determine that the value of the reliability for the two distributions is very similar with an approximate of 65%. It was also possible to determine that the reliability of an element will decrease as a function of time due to the wear that it will present due to the constant use of the constituent elements of the machine. On the other hand, according to the analyzes carried out, it is determined that the machine has an availability of 97.75%, to carry out the jobs entrusted to screen printing. Finally, a maintenance program is

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How to Cite
Bastidas-Alarcón, F., Cruz-Siguenza, E., Cepeda-Godoy, C., & Velásquez-Carvajal, R. (2021). Analysis of the reliability of a semi-automatic screen-printing machine, using continuous probability distribution methods. 593 Digital Publisher CEIT, 6(4-1), 71-81. https://doi.org/10.33386/593dp.2021.4-1.577
Section
Ingenier
Author Biographies

Fabián Eduardo Bastidas-Alarcón, Escuela Superior Politécnica de Chimborazo (ESPOCH) - Ecuador

bastidas.jpg

0000-0003-3238-4072

Mechanical Engineer (2007) from the ESPOCH, Master in Industrial Safety, mention in risk prevention and occupational health (2016), at the UNACH, Teaching experience at the Faculty of Mechanics - ESPOCH, EXCEACCES, SNNA, university professor with 11 years of experience, researcher and sub-coordinator of research projects in the Security, Environment and Engineering Research Group (GISAI-ESPOCH), author and co-author of several regional indexed articles, Q3 and papers international

Student of the master’s degree in Applied Physics, mention in Computational Physics at the Technical University of Ambato (2021).

Eder Lenin Cruz-Siguenza, Escuela Superior Politécnica de Chimborazo (ESPOCH) - Ecuador

cruz.jpg

0000-0003-4982-9947

Industrial engineer with a mention in processes, with a master's degree in Quality and Productivity Management, a diploma in KPI´S in Peru, ISO 9000 Bureau Veritas lead auditor; Responsible for the Ministry of Industries in Chimborazo for 3 years, back up of the TK60000 B's Petroecuador project superintendent for steel from the Andes, project manager at COTESA, Ambato slope stabilization project superintendent for Duayine, teacher at the automotive school and mechanics from the ESPOCH faculty of mechanics, third-level thesis director, director of pre-professional practices, coordinator of the annual purchasing plan of the mechanics school, author of research papers and scientific articles, member of the career commission of the Carrera de Minas.

Carlos Ramiro Cepeda-Godoy, Escuela Superior Politécnica de Chimborazo - Ecuador

cepeda.jpg

0000-0002-4566-4180

Mechanical Engineer, Master in Industrial Safety, mention in risk prevention and occupational health, Research professor with more than 11 years of experience at ESPOCH, SNNA, Senescyt, co-author of books and publications in indexed journals, deputy director of the research group on environmental safety and GISAI engineering, resource management, civil and mechanical projects, application of industrial safety systems, quality and productivity management; design, construction and maintenance of metallic structures; advice in all branches of mechanical engineering and industrial safety; currently a professor at the Faculty of Sciences, Chemical Engineering Career in the chairs of Safety and Industrial Hygiene, Plant Engineering and Quality Control.

 

Rodrigo Velásquez-Carvajal, Instituto Superior Tecnológico Carlos Cisneros - Ecuador

velasquez.jpg

0000-0002-4641-153X

Rodrigo Velásquez Carvajal, Mechanical Engineer, Master in Industrial Safety, Teacher in the Industrial Mechanics area, specialist in the design and construction of industrial machines and equipment, director of research projects related to the optimization of machines used in agricultural mechanization, coordinator of Research in the Industrial Mechanics Career. Period 2020 - 2022

References

Parra Márquez, C. A., & Crespo Márquez, A. (2012). Ingeniería de mantenimiento y fiabilidad aplicada en gestión de activos: desarrollo y aplicación práctica de un modelo de gestión del mantenimiento (MGM). Ingeman.

Creus Solé, A. (2005). Fiabilidad y seguridad: su aplicación en procesos industriales. Marcombo.

Sols, A. (2000). Fiabilidad, mantenibilidad, efectividad: un enfoque sistemático. Universidad Pontificia Comillas.

Prat Planas, M. (2009). Capacidad De Mantenimiento Y Seguridad De Una Impresora Industrial Digital., 4. Retrieved from https://upcommons.upc.edu/

Creus Solé, A. (1992). Fiabilidad y seguridad: su aplicación en procesos industriales. Marcombo. Retrieved from https://books.google.com.ec/books?id=mR0dOgAACAAJ&dq=Fiabilidad+y+seguridad:+su+aplicación+en+procesos+industriales&hl=es&sa=X&ved=0ahUKEwiTnemGxqnjAhUCwFkKHcgoBooQ6AEIJzAA

Martínez Laura. (2011). Métodos De Inferencia Para La Distribución Weibull: Aplicación En Fiabilidad Industrial, 68. Retrieved from http://eio.usc.es/pub/mte/descargas/proyectosfinmaster/proyecto_613.pdf

Creus Solé, A. (1991). Fiabilidad y seguridad de procesos industriales. Barcelona: Marcombo.

Lin, P. T., Gea, H. C., & Xu, L. (2011). Reliability-based design optimization of electrothermal microactuators using Hybrid Reliability Approach. In 2011 IEEE International Conference on Robotics and Biomimetics, ROBIO 2011 (pp. 2529–2534). https://doi.org/10.1109/ROBIO.2011.6181685

Gupta, R. D., & Kundu, D. (2001). Exponentiated exponential family: An alternative to gamma and Weibull distributions. Biometrical Journal, 43(1), 117–130. https://doi.org/10.1002/1521-4036(200102)43:1<117:AID-BIMJ117>3.0.CO;2-R

Dey, S., & Dey, T. (2014). Generalized inverted exponential distribution: Different methods of estimation. American Journal of Mathematical and Management Sciences, 33(3), 194–215. https://doi.org/10.1080/01966324.2014.927338

Barakat, H. M. (2015). A new method for adding two parameters to a family of distributions with application to the normal and exponential families. Statistical Methods and Applications, 24(3), 359–372. https://doi.org/10.1007/s10260-014-0265-8

Bhattacharya, P., & Bhattacharjee, R. (2010). A Study on Weibull Distribution for Estimating the Parameters. Wind Engineering, 33(5), 469–476. https://doi.org/10.1260/030952409790291163

Kundu, D., & Gupta, R. D. (2008). Generalized exponential distribution: Bayesian estimations. Computational Statistics and Data Analysis, 52(4), 1873–1883. https://doi.org/10.1016/j.csda.2007.06.004

Barabadi, A. (2013). Reliability model selection and validation using Weibull probability plot - A case study. Electric Power Systems Research, 101, 96–101. https://doi.org/10.1016/j.epsr.2013.03.010

Mudholkar, G. S., & Srivastava, D. K. (1993). Exponentiated Weibull Family for Analyzing Bathtub Failure-Rate Data. IEEE Transactions on Reliability, 42(2), 299–302. https://doi.org/10.1109/24.229504

Wu, Y.-T. (1994). Computational methods for efficient structural reliability and reliability sensitivity analysis. AIAA Journal, 32(8), 1717–1723. https://doi.org/10.2514/3.12164

Youn, B. D., Choi, K. K., & Park, Y. H. (2003). Hybrid Analysis Method for Reliability-Based Design Optimization. Journal of Mechanical Design, 125(2), 221. https://doi.org/10.1115/1.1561042

Crow, L. H. (1982). Confidence interval procedures for the weibull process with applications to reliability growth. Technometrics, 24(1), 67–72. https://doi.org/10.1080/00401706.1982.10487711

Bebbington, M., Lai, C. D., & Zitikis, R. (2007). A flexible Weibull extension. Reliability Engineering and System Safety, 92(6), 719–726. https://doi.org/10.1016/j.ress.2006.03.004

Murthy, D. N. P., Bulmer, M., & Eccleston, J. A. (2004). Weibull model selection for reliability modelling. Reliability Engineering and System Safety, 86(3), 257–267. https://doi.org/10.1016/j.ress.2004.01.014

Basu, A. P. (1964). Estimates of Reliability for Some Distributions Useful in Life Testing. Technometrics, 6(2), 215–219. https://doi.org/10.1080/00401706.1964.10490165

Marshall, A. (2004). A new method for adding a parameter to a family of distributions with application to the exponential and Weibull families. Biometrika, 84(3), 641–652. https://doi.org/10.1093/biomet/84.3.641

Taylor, P., Abouammoh, A. M., & Alshingiti, A. M. (2009). Journal of Statistical Computation and Reliability estimation of generalized inverted exponential distribution Reliability estimation of generalized inverted exponential distribution, (September 2012), 37–41.

Gupta, R. D., & Kundu, D. (2001). Generalized exponential distribution: Different method of estimations. Journal of Statistical Computation and Simulation, 69(4), 315–337. https://doi.org/10.1080/00949650108812098

Zhang, T., & Xie, M. (2011). On the upper truncated Weibull distribution and its reliability implications. Reliability Engineering and System Safety, 96(1), 194–200. https://doi.org/10.1016/j.ress.2010.09.004

Bučar, T., Nagode, M., & Fajdiga, M. (2004). Reliability approximation using finite Weibull mixture distributions. Reliability Engineering and System Safety, 84(3), 241–251. https://doi.org/10.1016/j.ress.2003.11.008

Basu, A. P., Marshall, A., Gupta, R. D., Kundu, D., Taylor, P., Abouammoh, A. M., … Evans, R. A. (2004). Generalized exponential distribution: Different method of estimations. Technometrics, 25(4), 315–337. https://doi.org/10.1080/00401706.1964.10490165

Evans, R. A. (2006). [Statistical Methods in Reliability]: Discussion. Technometrics, 25(4), 333. https://doi.org/10.2307/1267853

Kao, J. H. K. (1958). Computer methods for estimating weibull parameters in reliability studies. IRE Transactions on Reliability and Quality Control, PGRQC-13, 15–22. https://doi.org/10.1109/IRE-PGRQC.1958.5007164

Choi, S.-K., Grandhi, R. V., & Canfield, R. A. (2007). Reliability-based structural design. Springer.

Ma, J., & Del Pino, T. (1991). NTP 316: Fiabilidad de componentes: la distribución exponencial, 8. Retrieved from http://www.insht.es/InshtWeb/Contenidos/Documentacion/FichasTecnicas/NTP/Ficheros/301a400/ntp_316.pdf

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