Planejamento tático de rotas marítimas para suprimento de plataformas de produção de petróleo

Authors

  • André Pereira Pinto Universidade Federal do Espírito Santo
  • Rodrigo Alvarenga Rosa UFES-Universidade Federal do Esp?rito Santo http://orcid.org/0000-0003-0841-514X
  • André Luís da Silva Rosa Engenheiro Naval na Petrobras S/A
  • José Reynaldo Gama Vieira Universidade Federal do Espírito Santo
  • Bruna dos Santos Neves Universidade Federal do Espírito Santo
  • Lucas Arrevabene Caprini Universidade Federal do Espírito Santo

DOI:

https://doi.org/10.14295/transportes.v27i1.1536

Keywords:

Oil logistics, Periodic Vehicle Routing Problem, Oil exploration.

Abstract

Oil production in Brazil has grown in the last decades, mainly at sea using offshore platforms, which are located far from the coast. Therefore, it is necessary to plan the transport the supply for these platforms using support boats. It is known that this transport has a strong impact on the oil companies’ costs. Thus, this paper proposes a mathematical model based on the Periodic Vehicle Routing Problem to plan the necessary fleet of boats and a weekly route plan for each boat to supply the offshore platforms with the lower cost. The model was tested with instances based on real data from the Potiguar Basin using CPLEX to solve them. Results from CPLEX were compared with the company's planning and showed possible financial gains

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Author Biographies

André Pereira Pinto, Universidade Federal do Espírito Santo

Mestrando em Engenharia Civil na COPPE-UFRJ, Engenheiro Civil na Universidade Federal do Espírito Santo (UFES)

Rodrigo Alvarenga Rosa, UFES-Universidade Federal do Esp?rito Santo

Pós Doutor no Programa de Engenharia de Transportes (PET) na COPPE/UFRJ. Bolsista de produtividade CNPq-2 em Transportes. Bolsista de Produtividade da Fundação de Amparo à Pesquisa do Espírito Santo (FAPES) recebendo a bolsa Pesquisador Capixaba (2013-2016 e 2016-2017). Doutor em Engenharia Elétrica pela Universidade Federal do Espírito Santo (UFES), Planejamento Portuário utilizando Inteligência Artificial Distribuída (2006). Mestre em Informática pela UFES, Roteirização de Veículos (1996). Graduado em Engenharia Civil pela UFES (1989).

André Luís da Silva Rosa, Engenheiro Naval na Petrobras S/A

Engenheiro Naval pela UFRJ, Mestrando em Engenharia de Produção pela PUC-RJ

José Reynaldo Gama Vieira, Universidade Federal do Espírito Santo

Mestre em Engenharia Civil - UFES, Engenheiro Civil - UFES

Bruna dos Santos Neves, Universidade Federal do Espírito Santo

Mestranda em Engenharia Civil - PPGEC - UFES

Lucas Arrevabene Caprini, Universidade Federal do Espírito Santo

Engenheiro Civil - UFES

References

AAS, Bjørnar et al. Routing of supply vessels to petroleum installations. International Journal of Physical Distribution & Logis-tics Management, v. 37, n. 2, p. 164-179, 2007. DOI: 10.1108/09600030710734866

ALMEIDA, MR de. Algoritmos Genéticos Aplicados a Programação de Embarcações de Apoio às Operações “Offshore”. Anais do XLI Simpósio Brasileiro de Pesquisa Operacional, SOBRAPO, Bahia, 2009.

ANP (2015), Anuário Estatístico Brasileiro do Petróleo, Gás Natural e Biocombustíveis. Disponível em: http://www.anp.gov.br. Acesso em: 14 julho 2015.

ANGELELLI, Enrico; SPERANZA, Maria Grazia. The periodic vehicle routing problem with intermediate facilities. European journal of Operational research, v. 137, n. 2, p. 233-247, 2002. DOI: 10.1016/S0377-2217(01)00206-5

ARPINI, Bianca Passos, ROSA, Rodrigo Alvarenga Planejamento da Logística de Suprimento de Plataformas Offshore por Meio de um Modelo Matemático 2L-CVRP Com Frota Heterogênea e Equilíbrio Náutico. Transportes. v.23, n. 4, p. 67-78, 2015. DOI:10.14295/transportes.v23i4.920

BELTRAMI, Edward J.; BODIN, Lawrence D. Networks and vehicle routing for municipal waste collection. Networks, v. 4, n. 1, p. 65-94, 1974. DOI: 10.1002/net.3230040106

BREJON, S.; BRINATI, Marco Antônio. Algoritmo para resolução do problema de programação do transporte de suprimentos para unidades marítimas de exploração de petróleo. 1998. Tese de Doutorado. Dissertação de Mestrado. Escola Politécni-ca, Universidade de São Paulo.

CHRISTOFIDES, Nicos; BEASLEY, John E. The period routing problem. Networks, v. 14, n. 2, p. 237-256, 1984. DOI: 10.1002/net.3230140205

COENE, Sofie et al. On a periodic vehicle routing problem. Journal of the Operational Research Society, v. 61, n. 12, p. 1719-1728, 2010. DOI: 10.1057/jors.2009.154

CORDEAU, Jean‐François; GENDREAU, Michel; LAPORTE, Gilbert. A tabu search heuristic for periodic and multi‐depot vehicle routing problems. Networks, v. 30, n. 2, p. 105-119, 1997. DOI: 10.1002/(SICI)1097-0037(199709)30:2<105::AID-NET5>3.0.CO;2-G

FAGERHOLT, Kjetil; LINDSTAD, Håkon. Optimal policies for maintaining a supply service in the Norwegian Sea. Omega, v. 28, n. 3, p. 269-275, 2000.. DOI: 10.1016/S0305-0483(99)00054-7

FRANCIS, Peter M.; SMILOWITZ, Karen R.; TZUR, Michal. The period vehicle routing problem and its extensions. The vehicle routing problem: latest advances and new challenges. Springer, Boston, MA, 2008. p. 73-102.

FRANCIS, Peter; SMILOWITZ, Karen. Modeling techniques for periodic vehicle routing problems. Transportation Research Part B: Methodological, v. 40, n. 10, p. 872-884, 2006. DOI: 10.1016/j.trb.2005.12.001

FRIEDBERG, Daniel Oyra; UGLANE, Vidar Thune. Routing and Scheduling of Platform Supply Vessels: Case from the Brazilian Petroleum Industry. 2013. Dissertação de Mestrado. Institutt for industriell økonomi og teknologiledelse.

GRIBKOVSKAIA, Irina; LAPORTE, Gilbert; SHLOPAK, Alexander. A tabu search heuristic for a routing problem arising in servic-ing of offshore oil and gas platforms. Journal of the Operational Research Society, v. 59, n. 11, p. 1449-1459, 2008. DOI: 10.1057/palgrave.jors.2602469

HADJICONSTANTINOU, E.; BALDACCI, R. A multidepot period vehicle routing problem arising in the utilities sector. Journal of the Operational Research Society, v. 49, n. 12, p. 1239-1248, 1998. DOI: 10.2307/3010148

HALVORSEN-WEARE, Elin E.; FAGERHOLT, Kjetil. Robust supply vessel planning. Network optimization. Springer, Berlin, Hei-delberg, 2011. p. 559-573. DOI: 10.1007/978-3-642-21527-8_62

HALVORSEN-WEARE, Elin E. et al. Optimal fleet composition and periodic routing of offshore supply vessels. European Jour-nal of Operational Research, v. 223, n. 2, p. 508-517, 2012. DOI : 10.1016/j.ejor.2012.06.017

HEMMELMAYR, Vera et al. A heuristic solution method for node routing based solid waste collection problems. Journal of Heuristics, v. 19, n. 2, p. 129-156, 2013. DOI: 10.1007/s10732-011-9188-9

HENTZY, F. C. et al. Um modelo matemático para a programação e roteirização de embarcações de apoio à exploração de petróleo offshore. Anais do XXXII Encontro Nacional de Engenharia de Produção, ENEGEP, Rio Grande do Sul, 2012.

IBM, (2017), CPLEX Optimization Studio 12.6.2. Disponível em: https://www.ibm.com/developerworks/community/blogs/jfp/entry/CPLEX_Optimization_Studio_12_6_2?lang=em. Aces-so em: 31 de março de 2017.

LIU, Ran et al. Heuristic algorithms for a vehicle routing problem with simultaneous delivery and pickup and time windows in home health care. European Journal of Operational Research, v. 230, n. 3, p. 475-486, 2013. DOI: 10.1016/j.ejor.2013.04.044

LOPES, P. H. M. (2011) Uma Solução para o Problema de Roteamento de Embarcações de Apoio “Offshore” através da Meta-heurística RTR. Dissertação de Mestrado, COPPE, UFRJ, Rio de Janeiro.

NORLUND, Ellen Karoline; GRIBKOVSKAIA, Irina. Reducing emissions through speed optimization in supply vessel opera-tions. Transportation Research Part D: Transport and Environment, v. 23, p. 105-113, 2013. DOI: 10.1016/j.trd.2013.04.007

PANAMARENKA, Katsiaryna. Minimization of emissions in periodic supply vessel planning through speed optimization. 2011. Dissertação de Mestrado. Høgskolen i Molde.

PINTO, Gustavo de Luna et al. Planning the transport of loads to oil platforms considering the arrangement of the loads on the ship's deck. Computers & Industrial Engineering, v. 119, p. 289-300, 2018.

POLACEK, Michael et al. Scheduling periodic customer visits for a traveling salesperson. European Journal of Operational Research, v. 179, n. 3, p. 823-837, 2007. DOI: 10.1016/j.ejor.2005.03.056

RUSSELL, R.; IGO, Wayne. An assignment routing problem. Networks, v. 9, n. 1, p. 1-17, 1979. DOI: 10.1002/net.3230090102

SHYSHOU, Aliaksandr et al. A large neighbourhood search heuristic for a periodic supply vessel planning problem arising in offshore oil and gas operations. INFOR: Information Systems and Operational Research, v. 50, n. 4, p. 195-204, 2012. DOI: 10.3138/infor.50.4.195

SOPOT, Eugen; GRIBKOVSKAIA, Irina. Routing of Supply Vessels to with Deliveries and Pickups of Multiple Commodi-ties. Procedia Computer Science, v. 31, p. 910-917, 2014. DOI: 10.1016/j.procs.2014.05.343

VAQUERO, Tiago Stegun et al. Planning and scheduling ship operations on petroleum ports and platforms. Proceedings of the Scheduling and Planning Applications Workshop. 2012. p. 8-16.

VIANNA, Dalessandro Soares et al. Heurísticas Baseadas em Busca Local para a Programação e Roteirização de Embarcações de Apoio à Exploração de Petróleo OffShore, Analisando Múltiplas Estruturas de Vizinhança. Anais do XLIV SOBRAPO, Rio de janeiro, 2012.

VIDAL, Thibaut et al. A hybrid genetic algorithm for multidepot and periodic vehicle routing problems. Operations Research, v. 60, n. 3, p. 611-624, 2012. DOI: 10.1287/opre.1120.1048

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Published

2019-04-30

How to Cite

Pinto, A. P., Rosa, R. A., Rosa, A. L. da S., Vieira, J. R. G., Neves, B. dos S., & Caprini, L. A. (2019). Planejamento tático de rotas marítimas para suprimento de plataformas de produção de petróleo. Transportes, 27(1), 65–81. https://doi.org/10.14295/transportes.v27i1.1536

Issue

Vol. 27 No. 1 (2019)

Section

Articles

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