Defining the ideal automation level for a workstation on production lines: Case study using the PROMÉTHÉE II method
DOI:
https://doi.org/10.21712/lajer.2025.v12.n4.p23-39Keywords:
multicriteria methods, levels of automation, manufacturingAbstract
The objective of this article is to map the current level of automation of a workstation considered a bottleneck in a production line at a company that supplies products and services to the Oil and Gas sector and to identify the most appropriate level to implement. Using a case study methodology, production data was collected and production processes and their deficiencies were understood through interviews, questionnaires, documentary research, and direct observation. The DYNAMO method was used to measure the current level of automation, and the PROMÉTHÉE II multicriteria decision-making method was used to rank possible automation levels and select the most appropriate level, considering the company's technical and strategic criteria. The results allowed us to evaluate the effectiveness of the method, providing not only a possible ideal level of automation but also two possible satisfactory levels. This research contributes methodologically to the planning and optimization of production lines in industrial sectors that require greater robustness and adaptability.
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Almeida, AT, Cavalcante, CAV, Alencar, MH, Ferreira, RJP, Almeida-Filho, AT and Garcez, TV (2015) Multicriteria and multiobjective models for risk, reliability and maintenance decision analysis. Vol. 5, No. 3, p. 395. Springer International Publishing. http://dx.doi.org/10.1007/978-3-319-17969-8.
Brans, JP and Vincke, P (1985) ‘Um método de organização de classificação de referências: O método PROMÉTHÉE para critérios múltiplos. Tomada de decisão’, Ciência da Administração, 31, pp. 647–656. http://dx.doi.org/10.1287/mnsc.31.6.647.
Brettel, M, Klein, M and Friederichsen, N (2016) ‘The relevance of manufacturing flexibility in the context of Industrie 4.0’, Procedia CIRP, 41, pp. 105–110. https://doi.org/10.1016/j.procir.2015.12.047.
Fasth, Å, Lundholm, T, Mårtensson, L, Dencker, K, Stahre, J and Bruch, J (2009) ‘Designing proactive assembly systems – Criteria and interaction between automation, information, and competence’, Asian International Journal of Science and Technology in Production and Manufacturing Engineering (AIJSTPME), 2(4), pp. 1–13. Disponível em: www.researchgate.net/publication/200494172 (Acesso em: 27 setembro 2025).
Frohm, J (2008) Levels of automation in production system. Tese de doutorado. Chalmers University of Technology, Göteborg, Sweden. http://dx.doi.org/10.13140/RG.2.1.2797.7447.
Frohm, J, Lindström, V and Bellgran, M (2005) ‘A model for parallel levels of automation within manufacturing’, in Pasquino, R. (ed.) Proceedings of the 18th International Conference on Production Research, Fisciano, Italy. Disponível em: www.researchgate.net/publication/313444892 (Acesso em: 27 setembro 2025).
Gomes, LFAM, Araya, MCG, and Carignano, C (2004) Tomada de decisões em cenários complexos. São Paulo: Cengage Learning. Disponível em: www.researchgate.net/publication/277249394 (Acesso em: 27 setembro 2025).
Granlund, A, Wiktorsson, M, Grahn, S and Friedler, N (2014) ‘Lean automation development: Applying lean principles to the automation development process’, 21st EurOMA Conference, Palermo, Italy. Disponível em: www.researchgate.net/publication/287199513 (Acesso em: 27 setembro 2025).
Ishizaka, A, Resce, G and Mareschal, B (2018) ‘Visual management of performance with PROMÉTHÉE productivity analysis’, Soft Computing, 22, pp. 7325–7338. https://doi.org/10.1007/s00500-017-2884-0.
Klock, EC and Rodrigues, J, (2025) Automação industrial: fundamentos e aplicações. 2. ed. São Paulo: Atlas.
Lima, GSJ and Neto, AP, (2023) Revisão bibliográfica sobre o impacto da automação na produtividade industrial. Universidade Federal Rural do Semiárido. Trabalho de Conclusão de Curso. https://repositorio.ufersa.edu.br/bitstreams/8698d2cb-feb2-4992-8f62-85f666eaeed4/download. (Acesso em: 28 setembro 2025).
Mareschal, B (2018) Visual PROMÉTHÉE: Preference functions and thresholds. VPSolutions. Disponível em: https://bertrand.mareschal.web.ulb.be/PG2024/assets/preffunctions.pdf (Acesso em: 27 setembro 2025).
Moreira, A and Augusto, M (2022) Automação dos processos contábeis. Trabalho de Conclusão de Curso. Universidade Federal de Uberlândia. Disponível em: https://repositorio.ufu.br/handle/123456789/34347 (Acesso em: 27 setembro 2025).
Moura, GG and Bonaldo, SA, (2022) Protótipo de automação residencial para tecnologia assistida. Santa Maria: Universidade Federal de Santa Maria. Trabalho de Conclusão de Curso. https://repositorio.ufsm.br/handle/1/24002. (Acesso em: 28 setembro 2025).
Mufazzal, S, Masood, S, Khan, NZ, Muzakkir, SM and Khan, ZA (2021) ‘Towards minimization of overall inconsistency involved in criteria weights for improved decision making’, Applied Soft Computing, 100, 106957. http://dx.doi.org/10.1016/j.asoc.2020.106936.
Neto, LDP, Oliveira, ASD, Santos, LMDS, Pedroza, JKBR and Souza, GSD (2019) ‘Instrumentos gerenciais e o processo de tomada de decisão: Um estudo em empresas do setor de autopeças em Bayeux/PB’, Management Control Review, 4(1). https://doi.org/10.51720/mcr.v4i1.2638.
Slack, N, Chambers, S and Johnston, R (2009) Administração da produção. 3ª ed. São Paulo: Editora Atlas. https://doi.org/10.1590/S1415-65552003000100016.
Vagia, M, Traneth, AA and Fjerdingen, SA (2016) ‘A literature review on the levels of automation during the years: What are the different taxonomies that have been proposed?’, Applied Ergonomics, 53, pp. 190–202. https://doi.org/10.1016/j.apergo.2015.09.013.
Yamazaki, Y, Takata, S, Onari, H, Kojima, F and Kato, S (2016) ‘Lean automation system responding to the changing market’, Procedia CIRP, 57, pp. 201–206. https://doi.org/10.1016/j.procir.2016.11.035.
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