The maintenance of components as a critical factor in the processing of soybeans and their unfolding
DOI:
https://doi.org/10.33448/rsd-v9i7.4023Keywords:
Predictive maintenance; Reduction of costs; Lubrication; Multivariate regression.Abstract
Maintenance is considered a critical factor in the most diverse fields and is associated with several techniques. Among the existing preventive techniques, the lubrication plan guarantees a good operability of the components. The present study was carried out in a soy processing agribusiness located in the Southwest of the State of Goiás, Brazil, in which a device lubrication plan was identified and proposed. In addition, a survey was prepared between the number of grease applications, the amount of applied grease (g) and temperature (°C) of the components (bearings), and a multivariate regression model was suggested. The study was carried out from the monitoring of the work routines of the maintenance sector in a soy storage line, with the aid of a FLIR thermographic camera model E8. The proposal implemented in the study was able to reduce the costs of man-hours and consumables, and improve the reliability of equipment by the temperature indicator (°C).
References
Acomp. Safra Bras. Grãos (2018). Safra 2017/18 - Sexto levantamento, Brasília, v. 6, p. 140. Disponível em: <http://www.conab.gov.br/OlalaCMS/uploads/arquivos/18_03_09_14_46_58_grao_marco_2018.pdf>. Acesso em: 4 mai. 2020.
Azam, A, Dorgham, A, Morina, A, Neville, A & Wilson, MCT. (2019). A simple deterministic plastoelastohydrodynamic lubrication (PEHL) model in mixed lubrication. Tribology International. 131(1): 520-529. https://doi.org/10.1016/j.triboint.2018.11.011
Camden, MC, Flintsch, AM, Hickman, JS, Bryce, J, Flintsch, G & Hanowski, RJ. (2019). Prevalence of operator fatigue in winter maintenance operations. Accident Analysis & Prevention. 126(1): 47-53. https://doi.org/10.1016/j.aap.2018.01.009
Dui, H, Li, S, Xing, L & Liu, H. (2019). System performance-based joint importance analysis guided maintenance for repairable systems. Reliability Engineering & System Safety. 186(1): 162-175. https://doi.org/10.1016/j.ress.2019.02.021
Erkoyuncu, JÁ, Amo, IFD, Mura, MD, Roy, R & Dini, G. (2017). Improving efficiency of industrial maintenance with context aware adaptive authoring in augmented reality. CIRP Annals. 66(1): 465-468. https://doi.org/10.1016/j.cirp.2017.04.006
Erkoyuncu, JÁ, Khan, S., Eiroa, AL, Butler, N, Rushton, K, & Brocklebank, S. (2017). Perspectives on trading cost and availability for corrective maintenance at the equipment type level. Reliability Engineering & System Safety. 16891): 53-69. https://doi.org/10.1016/j.ress.2017.05.041
FCM, SNH. (2001). Catálogo Eletrônico Ve-001-SNH. Disponível em: <http://www.rolamentoscbf.com.br/novo/downloads/FCM-CAIXAS-SNH.pdf>. Acesso em: 05 maio 2020.
Gan, L, Xiao, K, Wang, J, Pu, W & Cao, W. (2019). A numerical method to investigate the temperature behavior of spiral bevel gears under mixed lubrication condition. Applied Thermal Engineering. 147(1): 866-875. https://doi.org/10.1016/j.applthermaleng.2018.10.125
Garcia, MS, Vilpoux, OF & Cereda, MP. (2018). Distributed electricity generation from sugarcane for agricultural irrigation: A case study from the midwest region of Brazil. Utilities Policy. 50(1): 207-210. https://doi.org/10.1016/j.jup.2017.09.010
Gunderson, MA, Boehlje, MD, Neves, MF & Sonka, ST. (2018). Agribusiness Organization and Management. Encyclopedia of Agriculture and Food Systems. pp. 51-70, 2014. https://doi.org/10.1016/B978-0-444-52512-3.00117-0
Hiremath, N & Reddy, DM. (2017). Experimental Studies to Assess Surface Wear Using Grease Degradation, Bearing Temperature and Statistical Parameter of Vibration Signals in a Roller Bearing. Materials Today: Proceedings. 4(1): 8370-8377. https://doi.org/10.1016/j.matpr.2017.07.180
Khatab, A, Diallo, C, Venkatadri, U, Liu, Z & Aghezzaf, EH. (2018). Optimization of the joint selective maintenance and repairperson assignment problem under imperfect maintenance. Computers & Industrial Engineering. 125(1): 413-422. https://doi.org/10.1016/j.cie.2018.09.012
Li, J, Chen, Y, Zhan, Y, & Huang, H. (2019). Availability modeling for periodically inspection system with different lifetime and repair-time distribution. Chinese Journal of Aeronautics. https://doi.org/10.1016/j.cja.2019.03.025
Lima, M, Silva, CA, Rausch, L, Gibbs, HK & Johann, JA. (2019). Demystifying sustainable soy in Brazil. Land Use Policy. 82(1): 349-352. https://doi.org/10.1016/j.landusepol.2018.12.016.
Lopes, HS, Lima, RS, Leal, F & Nelson, AC. (2017). Scenario analysis of Brazilian soybean exports via discrete event simulation applied to soybean transportation: The case of Mato Grosso State. Research in Transportation Business & Management. 25(1): 66-75. https://doi.org/10.1016/j.rtbm.2017.09.002
Ma, R, Liu, H & Chen, Z. (2018). Calculation method for the residual stability bearing capacity under axial compression of steel tube members exposed to a high temperature. Thin-Walled Structures. 132(1): 475-493. https://doi.org/10.1016/j.tws.2018.09.011
Martinod, RM, Bistorin, O, Castañeda & LF, Rezg, N. (2018). Maintenance policy optimization for multi-component systems considering degradation of components and imperfect maintenance actions. Computers & Industrial Engineering. 124(1): 100-112. https://doi.org/10.1016/j.cie.2018.07.019
Nguyen, KTP & Medjaher, K. (2019). A new dynamic predictive maintenance framework using deep learning for failure prognostic. Reliability Engineering & System Safety. 188(1): p 251-262. https://doi.org/10.1016/j.ress.2019.03.018
Odolinski, K & Boysen, HE. (2019). Railway line capacity utilization and its impact on maintenance costs. Journal of Rail Transport Planning & Management. 991): 22-33. https://doi.org/10.1016/j.jrtpm.2018.12.001
Otani, M & Machado, W. (2008). A proposta de desenvolvimento de gestão de manutenção industrial na busca da excelência ou classe mundial. Revista Gestão Industrial. Paraná, 4(2): 3-4.
Peng, S, Ding, H, Zhang, G, Tang, J & Tang, Y. (2019). New determination to loaded transmission error of the spiral bevel gear considering multiple elastic deformation evaluations under different bearing supports. Mechanism and Machine Theory. 137(1): 37-52. https://doi.org/10.1016/j.mechmachtheory.2019.03.013
Pereira, AS et al. (2018). Metodologia da pesquisa científica. [e-book]. Santa Maria. Ed. UAB/NTE/UFSM. Acesso em: 6 maio 2020. Disponível em: https://repositorio.ufsm.br/bitstream/handle/1/15824/Lic_Computacao_Metodologia-Pesquisa-Cientifica.pdf?sequence=1.
Sauer, S. (2018). Soy expansion into the agricultural frontiers of the Brazilian Amazon: The agribusiness economy and its social and environmental conflicts. Land Use Policy. 79(1): 326-338. https://doi.org/10.1016/j.landusepol.2018.08.030
Vilarinho, S, Lopes, I & Sousa, S. (2018). Developing dashboards for SMEs to improve performance of productive equipment and processes. Journal of Industrial Information Integration. 12(1): 13-22. https://doi.org/10.1016/j.jii.2018.02.003
Wang, T. (2016). Soybean: Processing. Encyclopedia of Food Grains. 3(2): 489-496. https://doi.org/10.1016/B978-0-12-394437-5.00172-8.
Xie, Z & Liu, H. (2020). Experimental research on the interface lubrication regimes transition of water lubricated bearing. Mechanical Systems and Signal Processing. 136(1): 106522. https://doi.org/10.1016/j.ymssp.2019.106522
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