Análise dos custos da qualidade na manutenção de plataformas de petróleo:

O papel estratégico do business intelligence em um estudo de caso

Autores

  • Luan Victor da Silvieira Santos
  • Diunay Zuliani Mantegazini
  • Giovane Lopes Ferri
  • Thiago Padovani Xavier

DOI:

https://doi.org/10.21712/lajer.2025.v12.n1.p1-15

Palavras-chave:

Análise de dados, cadeia de suprimentos, ferramentas de decisão, gestão de custos, power BI

Resumo

A estratificação de custos é uma técnica crucial para a gestão financeira de qualquer empresa. Essa abordagem permite identificar as principais fontes de despesas e propor soluções com base em indicadores e na gestão da qualidade total. No entanto, muitas empresas enfrentam dificuldades na implementação dessas técnicas devido à complexidade dos processos e à falta de ferramentas adequadas. Dentre as técnicas disponíveis atualmente no mercado, a Inteligência de Negócios (Business Intelligence - BI) permite que as organizações visualizem e interpretem grandes volumes de dados, facilitando a identificação de padrões e tendências que podem impactar diretamente a eficiência operacional. Dessa forma, a pesquisa tem como objetivo realizar uma análise acerca da estratificação de custos de manutenção em plataformas de petróleo por meio da utilização do BI. Os resultados mostraram que por meio das análises, a empresa conseguiu melhorar a eficiência operacional, reduzir o tempo de inatividade e antecipar problemas potenciais antes que se tornassem críticos. A análise visual por meio dos gráficos interativos e indicadores auxiliaram os gestores e equipes técnicas a identificar áreas de melhoria e a tomar decisões baseadas em dados precisos e atualizados. Além disso, a análise detalhada dos custos permitiu uma avaliação do retorno sobre os investimentos em manutenção preventiva versus corretiva, incentivando a adoção de estratégias que prolonguem a vida útil dos equipamentos e reduzam a necessidade de reparos emergenciais.

Downloads

Referências

Ahmed Al-Dujaili, MA (2013) ‘Study of the relation between types of the quality costs and its impact on productivity and costs: a verification in manufacturing industries’, Total Quality Management & Business Excellence, vol. 24, n. 3–4, pp. 397–419. doi: 10.1080/14783363.2012.669552.

Akhmatova, MS, Deniskina, A, Akhmatova, DM and Prykina, L (2022) ‘Integrating quality management systems (TQM) in the digital age of intelligent transportation systems industry 4.0’, Transportation Research Procedia, vol. 63, pp. 1512–1520. doi: 10.1016/j.trpro.2022.06.163.

ANP - Agência Nacional do Petróleo, Gás Natural e Biocombustíveis (2024) ‘Boletim da produção de petróleo e gás natural’. [online] Disponível em: https://www.gov.br/anp/pt-br/centrais-de-conteudo/publicacoes/boletins-anp/boletins/boletim-mensal-da-producao-de-petroleo-e-gas-natural

Antunes, AL, Cardoso, E e Barateiro, J (2022) ‘Incorporation of ontologies in data warehouse/business intelligence systems: A systematic literature review’, International Journal of Information Management Data Insights, vol. 2, n. 2, p. 100131. doi: 10.1016/j.jjimei.2022.100131.

Bahria, N, Chelbi, A, Bouchriha, H e Dridi, IH (2019) ‘Integrated production, statistical process control, and maintenance policy for unreliable manufacturing systems’, International Journal of Production Research, vol. 57, n. 8, pp. 2548–2570. doi: 10.1080/00207543.2018.1530472.

Bannor, RK, Oppong-Kyeremeh, H, Boateng, AO, Kyire, SKC, Bold, E and Nimo, MA (2024) ‘Total quality management practices among women shea processors: Implication for job performance and household expenditure’, Cleaner and Circular Bioeconomy, Elsevier, vol. 9, p. 100118. doi: 10.1016/J.CLCB.2024.100118.

Bellizzi, MG, Eboli, L and Mazzulla, G (2020) ‘Air Transport Service Quality Factors: a Systematic Literature Review’, Transportation Research Procedia, Elsevier, vol. 45, p. 218–225. doi: 10.1016/J.TRPRO.2020.03.010.

Bohlin, M and Wärja, M (2015) ‘Maintenance optimization with duration-dependent costs’, Annals of Operations Research, Kluwer Academic Publishers, vol. 224, n. 1, p. 1–23. doi: 10.1007/S10479-012-1179-1/FIGURES/6.

Burton, B, Geisshecker, L, Schlegel, K, Hostmann, B, Austin, T, Herschel, G, Soejarto, A (2006) ‘Business Intelligence Focus Shifts From Tactical to Strategic’, Retrieved from Gartner Database.

Burton, RK, Oppong-Kyeremeh, H, Boateng, AO, Kyire, SKC, Bold, E and Nimo, MA (2024) ‘Total quality management practices among women shea processors: Implication for job performance and household expenditure’, Cleaner and Circular Bioeconomy, Elsevier, vol. 9, p. 100118. doi: 10.1016/J.CLCB.2024.100118.

Caiza, G, Garcia, CA, Naranjo, JE and Garcia, MV (2020) ‘Flexible robotic teleoperation architecture for intelligent oil fields’, Heliyon, Elsevier, vol. 6, n. 4, p. e03833. doi: 10.1016/J.HELIYON.2020.E03833.

Chuntonov, K, Ivanov, AO, Verbitsky, B, Kozhevnikov, VL, Chuntonov, K, Ivanov, AO, Verbitsky, B (2017) ‘Gas Purification and Quality Control of the End Gas Product’, Journal of Materials Science and Chemical Engineering, Scientific Research Publishing, vol. 5, p. 44–58. doi: 10.4236/MSCE.2017.58005.

Dimitriou, DJ, Sartzetaki, MF and Karagkouni, AG (2024) ‘Corporate Sustainability Governance in the Era of Sustainable Development’, Managing Airport Corporate Performance, Elsevier, p. 29–45. doi: 10.1016/B978-0-443-29109-8.00007-4.

EPS (2024) ‘A Importância e os tipos de manutenção para plataformas de petróleo’. Disponível em: https://www.eps.eng.br/blog/a-importancia-e-os-tipos-de-manutencao-para-plataformas-de-petroleo.

EQS Engenharia (2024) ‘Desafios da Manutenção em Ambientes Offshore’. Disponível em: https://eqsengenharia.com.br/desafios-da-manutencao-em-ambientes-offshore/.

Feng, X, Richards, G and Raheemi, B (2009) ‘The road to decision-centric business intelligence’, International Conference on Business Intelligence and Financial Engineering, p. 514–518. doi: 10.1109/BIFE.2009.122.

Fernández Pérez, MA, Oliveira, F and Hamacher, S (2018) ‘Optimizing Workover Rig Fleet Sizing and Scheduling Using Deterministic and Stochastic Programming Models’, Industrial and Engineering Chemistry Research, American Chemical Society, vol. 57, n. 22, p. 7544–7554. doi: 10.1021/acs.iecr.7b04500.

Fernandes, LJ, Relvas, S, Barbosa-Póvoa, AP (2015) ‘Downstream Petroleum Supply Chain Planning under Uncertainty’, Computer Aided Chemical Engineering, Elsevier, vol. 37, p. 1889-1894. doi: 10.1016/B978-0-444-63576-1.50009-1.

Gardas, BB, Raut, RD, Narkhede, B (2019) ‘Determinants of sustainable supply chain management: A case study from the oil and gas supply chain’, Sustainable Production and Consumption, vol. 17, p. 241-253. doi: 10.1016/j.spc.2018.11.005.

Harode, A, Ensafi, M and Thabet, W (2022) ‘Linking BIM to Power BI and HoloLens 2 to Support Facility Management: A Case Study Approach’, Buildings, vol. 12, n. 6, p. 852. doi: 10.3390/BUILDINGS12060852.

Hazbeh, O, Aghdam, SK, Ghorbani, H, Mohamadian, N, Ahmadi Alvar, M and Moghadasi, J (2021) ‘Comparison of accuracy and computational performance between the machine learning algorithms for rate of penetration in directional drilling well’, Petroleum Research, Elsevier, vol. 6, n. 3, p. 271–282. doi: 10.1016/J.PTLRS.2021.02.004.

Hmoud, H, Al-Adwan, AS, Horani, O, Yaseen, H and Zoubi, JZ (2023) ‘Factors influencing business intelligence adoption by higher education institutions’, Journal of Open Innovation: Technology, Market, and Complexity, Elsevier, vol. 9, n. 3, p. 100111. doi: 10.1016/J.JOITMC.2023.100111.

IBP - Instituto Brasileiro de Petróleo e Gás (2024) ‘Saiba como funciona a logística de transporte dos funcionários para plataformas’, Além Da Superfície. Disponível em: https://alemdasuperficie.org/setor/saiba-como-funciona-a-logistica-de-transporte-dos-funcionarios-para-plataformas/

ISO - International Organization for Standardization (2020) ISO/TS 29001:2020 - Petroleum, petrochemical and natural gas industries — Sector-specific quality management systems — Requirements for product and service supply organizations. Geneva: ISO.

Jung, JY and Wang, YJ (2006) ‘Relationship between total quality management (TQM) and continuous improvement of international project management (CIIPM)’, Technovation, Elsevier, vol. 26, n. 5–6, p. 716–722. doi: 10.1016/J.TECHNOVATION.2006.01.003.

Juran, JM and Gryna, FM (1992) Juran's Quality Control Handbook. 4th edn. New York: McGraw-Hill.

Kazeli, H (2014) ‘Cloud Business Intelligence’, Lecture Notes in Business Information Processing, Springer, Cham, vol. 183, p. 307–317. doi: 10.1007/978-3-319-11460-6_26.

Kunz, G (2022) ‘Optimal Preventive Maintenance Frequency in Redundant Systems’, Lecture Notes in Mechanical Engineering, Springer, Cham, p. 69–80. doi: 10.1007/978-3-030-79168-1_7.

Levorato, M, Sotelo, D, Figueiredo, R and Frota, Y (2023) ‘Robust permutation flow shop total weighted completion time problem: Solution and application to the oil and gas industry’, Computers & Operations Research, Pergamon, vol. 151, p. 106117. doi: 10.1016/J.COR.2022.106117.

Loureiro, T (2024) Produção Offshore No Brasil: Construindo Novos Caminhos. Disponível em: https://www.presalpetroleo.gov.br/wp-content/uploads/2024/06/Producao-offshore-no-Brasil-Construindo-novos-caminhos.pdf

Mantegazini, DZ, Nascimento, A, Dornelas, VF and Mathias, MH (2024) ‘Analysis and Multi-Objective Optimization of the Rate of Penetration and Mechanical Specific Energy: A Case Study Applied to a Carbonate Hard Rock Reservoir Based on a Drill Rate Test Using Play-Back Methodology’, Applied Sciences, vol. 14, n. 6, p. 2234. doi: 10.3390/APP14062234.

Mantegazini, DZ, Nascimento, A, Mathias, MH, Romero Guzman, OJ, Reich, M (2025) ‘Optimization of Rate of Penetration and Mechanical Specific Energy Using Response Surface Methodology and Multi-Objective Optimization’, Applied Sciences, vol. 15, p. 1390. doi: 10.3390/app15031390.

Nicknezhad, J, Zegordi, SH (2024) ‘Petroleum supply chain dynamic risk assessment using Bayesian network’, Computers & Chemical Engineering, vol. 189, p. 108771. doi: 10.1016/j.compchemeng.2024.108771.

Nyanga, C, Pansiri, J and Chatibura, D (2020) ‘Enhancing competitiveness in the tourism industry through the use of business intelligence: a literature review’, Journal of Tourism Futures, Emerald Group Holdings Ltd., vol. 6, n. 2, p. 139–151. doi: 10.1108/JTF-11-2018-0069.

OCI - Oracle Cloud Infrastructure (2024) ‘O que é um Data Warehouse?’. Disponível em: https://www.oracle.com/br/database/what-is-a-data-warehouse/.

Olugu, EU, Wong, KY, Chung, JY, Mammedov, YD, Udoncy Olugu, E, Yew Wong, K, Yong, J (2022) ‘Incorporating Sustainability and Maintenance for Performance Assessment of Offshore Oil and Gas Platforms: A Perspective’, Sustainability, vol. 14, n. 2, p. 807. doi: 10.3390/SU14020807.

Othman, I, Ghani, SIM and Choon, SW (2020) ‘The Total Quality Management (TQM) journey of Malaysian building contractors’, Ain Shams Engineering Journal, Elsevier, vol. 11, n. 3, p. 697–704. doi: 10.1016/J.ASEJ.2019.11.002.

Pinto, GL, Vitorugo, LR, Rosa, RA, Arpini, BP and Caprini, LA (2018) ‘Planning the transport of loads to oil platforms considering the arrangement of the loads on the ship’s deck’, Computers & Industrial Engineering, Pergamon, vol. 119, p. 289–300. doi: 10.1016/J.CIE.2018.03.013.

Ramzey, H, Badawy, M and Elbaset, AA (2024) ‘Crude oil industry remote monitoring and management based on Industrial Internet of things and edge computing integration: A comprehensive survey’, Results in Engineering, Elsevier, vol. 24, p. 103034. doi: 10.1016/J.RINENG.2024.103034.

Rashid, F, Taibb, CA, Rashid, F and Taibb, CA (2016) ‘Total Quality Management (TQM) Adoption in Bangladesh Ready-Made Garments (RMG) Industry: A Conceptual Model’, American Journal of Industrial and Business Management, Scientific Research Publishing, vol. 6, p. 1085–1101. doi: 10.4236/AJIBM.2016.611102.

Tirno, RR (2024) ‘Effect of business intelligence on organizational competitiveness - exploring the mediation of technology anxiety’, Computers in Human Behavior Reports, Elsevier, vol. 16, p. 100536. doi: 10.1016/J.CHBR.2024.100536.

Viveros, P, Pantoja, NC, Kristjanpoller, F and Mena, R (2022) ‘Reportability Tool Design: Assessing Grouping Schemes for Strategic Decision Making in Maintenance Planning from a Stochastic Perspective’, Applied Sciences, vol. 12, n. 11, p. 5386. doi: 10.3390/APP12115386.

Zhou, D, Yu, Y, Wang, J and Li, Z (2020) ‘Design and validation of a fast wireless low-frequency vibration inspection system for offshore platform structures’, Journal of Low Frequency Noise Vibration and Active Control, SAGE Publications Inc., vol. 39, n. 3, p. 720–728. doi: 10.1177/1461348419841252/ASSET/IMAGES/LARGE/10.1177_1461348419841252-FIG9.JPEG.

Downloads

Publicado

15-04-2025

Edição

Seção

Petróleo e Gás Natural

Como Citar

Análise dos custos da qualidade na manutenção de plataformas de petróleo:: O papel estratégico do business intelligence em um estudo de caso . (2025). Latin American Journal of Energy Research, 12(1), 1-15. https://doi.org/10.21712/lajer.2025.v12.n1.p1-15

Artigos Semelhantes

1-10 de 136

Você também pode iniciar uma pesquisa avançada por similaridade para este artigo.