Auxílio multicritério à decisão aplicado ao
					planejamento e gestão na indústria de petróleo e gás

Neves, Roberta Braga; Pereira, Valdecy; Costa, Helder Gomes

doi:10.1590/S0103-65132013005000060

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Artigo • Prod. 25 (1) • Jan-Mar 2015 • https://doi.org/10.1590/S0103-65132013005000060 copiar

Auxílio multicritério à decisão aplicado ao planejamento e gestão na indústria de petróleo e gás

The adoption of Multicriteria Decision Aid (MCDA) methods in the management and planning of the petroleum and gas industry: a bibliographical study

Autoria SCIMAGO INSTITUTIONS RANKINGS

A utilização de métodos multicritério no planejamento e gestão da indústria de petróleo e gás tem sido estudada por alguns autores. No entanto, esses estudos encontram-se distribuídos de forma dispersa na literatura, o que torna difícil uma visão panorâmica a respeito do tema. Objetivando fornecer uma visão sistemática sobre esse assunto, este artigo apresenta um estudo sobre as publicações no âmbito da aplicação de métodos multicritério ao planejamento e gestão da indústria de petróleo e gás. Foram analisados 48 artigos, selecionados através de uma pesquisa sistemática efetuada nas bases Scopus e ISI (Web of Knowledge). Dentre os resultados do estudo, destaca-se que o método multicritério AHP (Analytic Hierarchy Process) foi o mais utilizado. Outro resultado de destaque é que a maioria das aplicações estavam relacionados a: petróleo, atividades de midstream e instalações onshore.

Multicritério; Planejamento; Gestão; Petróleo; Gás

	Temos da pesquisa	Resultados
	Temos da pesquisa	Scopus	ISI
Frase inicial de pesquisa, restrita a busca apenas por artigos	(Oil OR Gas OR Petroleum) AND (Planning OR Management OR Project OR Design)	92.088	3.969
Filtros associados ao termo multicritério	Aggregated Indices Randomization Method OR AIRM	0	0
	Analytic Hierarchy Process OR AHP	189	3
	Analytic Network Process OR ANP	83	0
	Borda		0
	Condorcet	0	0
	Disaggregation – Aggregation Approaches OR UTA OR UTAII OR UTADIS	0	0
	Dominance-based Rough Set Approach OR DRSA	0	0
	Elimination et Choix Traduisant la Realité OR ELECTRE	19	0
	Evidential Reasoning Approach	4	0
	Geometrical Analysis for Interactive Aid OR GAIA	0	0
	Grey Relational Analysis OR GRA	0	0
	Measuring Attractiveness by a Categorical Based Evaluation Technique OR MACBETH	30	0
	Multi-attribute Global Inference of Quality OR MAGIQ	0	0
	Multi-attribute Utility Theory OR MAUT	1	1
	Multi-attribute Value Theory OR MAVT	0	0
	New Approach to Appraisal	0	0
	Potentially all pairwise rankings of all possible alternatives OR PAPRIKA	14	0
	Preference Ranking Organization Method for Enrichment of Evaluations OR PROMETHEE	21	0
	THOR	0	0
	TODIM	1	0
	TOPSIS	1	1
	Weighted Product Model OR WPM	0	0
	Weighted Sum Model OR WSM	0	0

Autor (ano de publiçãdo)	Método multicritério	Fonte energética	Segmento da indústria	Situação geográfica
Alidi (1996)ALIDI, A. S. A multiobjective optimization model for the waste management of the petrochemical industry. Applied Mathematical Modelling, v. 20, n. 12, p. 925–933, 1996. http://dx.doi.org/10.1016/S0307-904X(96)00106-0 http://dx.doi.org/10.1016/S0307-904X(96)...	AHP e Programação por Metas	Petróleo/Gás	Midstream	Onshore
Dey, Tabucanon e Ogunlana (1996)DEY, P. K.; TABUCANON, M. T.; OGUNLANA, S. O. Petroleum pipeline construction planning: A conceptual framework. International Journal of Project Management, v. 14, n. 4, p. 231–240, 1996. http://dx.doi.org/10.1016/0263-7863(95)00092-5 http://dx.doi.org/10.1016/0263-7863(95)0...	AHP e Programação por Metas	Petróleo	Midstream	Onshore
Xiao et al. (1998)XIAO, W. et al. Multiobjective linear programming model on injection oilfield recovery system. Computers and Mathematics with Applications, v. 36, n. 5, p. 127–135, 1998.	AHP e Programação Linear Multiobjetivo	Petróleo	Upstream	Onshore
Dey e Gupta (1999)DEY, P. K.; GUPTA, S. S. Decision support system for pipeline route selection. Cost Engineering, v. 41, n. 10, p. 29–35, 1999.	AHP	Petróleo/Gás	Midstream	Onshore
Dey (2001a)DEY, P. K. Integrated approach to project feasibility analysis: A case study. Impact Assessment and Project Appraisal, v. 19, n. 3, p. 235–245, 2001a. http://dx.doi.org/10.3152/147154601781766989 http://dx.doi.org/10.3152/14715460178176...	AHP	Petróleo/Gás	Midstream	Onshore/Offshore
Dey (2001b)DEY, P. K. A risk-based model for inspection and maintenance of cross-country petroleum pipeline. Journal of Quality in Maintenance Engineering, v. 7, n. 1, p. 25–41, 2001b. http://dx.doi.org/10.1108/13552510110386874 http://dx.doi.org/10.1108/13552510110386...	AHP	Petróleo/Gás	Midstream	Onshore/Offshore
Dey (2002)DEY, P. K. Project risk management: A combined analytic hierarchy process and decision tree approach. Cost Engineering, v. 44, n. 3, p. 13–26, 2002.	AHP e Análise de árvore de Decisão	Petróleo/Gás	Midstream	Onshore/Offshore
Dey (2003)DEY, P. K. Analytic hierarchy process analyzes risk of operating cross-country petroleum pipelines in india. Natural Hazards Review, v. 4, n. 4, p. 213–221, 2003. http://dx.doi.org/10.1061/(ASCE)1527-6988(2003)4:4(213) http://dx.doi.org/10.1061/(ASCE)1527-698...	AHP	Petróleo	Midstream	Onshore
Sadiq et al. (2003)SADIQ, R. et al. Evaluation of Generic Types of Drilling Fluid Using a Risk-Based Analytic Hierarchy Process. Environmental Management, v. 32, n. 6, p. 778–787, 2003. http://dx.doi.org/10.1007/s00267-003-0009-2 http://dx.doi.org/10.1007/s00267-003-000...	AHP	Petróleo	Upstream	Onshore
Sii e Wang (2003)SII, H. S.; WANG, J. A design-decision support framework for evaluation of design options/proposals using a composite structure methodology based on the approximate reasoning approach and the evidential reasoning method. Proceedings of the Institution of Mechanical Engineers, v. 217, n. 1, p. 59–76, 2003. http://dx.doi.org/10.1243/09544080360562990 http://dx.doi.org/10.1243/09544080360562...	Evidential reasoning, AHP e Delphi	Petróleo/Gás	Upstream	Offshore
Dey (2004)DEY, P. K. Decision support system for inspection and maintenance: A case study of oil pipelines. IEEE Transactions on Engineering Management, v. 51, n. 1, p. 47–56, 2004. http://dx.doi.org/10.1109/TEM.2003.822464 http://dx.doi.org/10.1109/TEM.2003.82246...	AHP	Petróleo/Gás	Midstream	Onshore
Sadiq et al. (2004)SADIQ, R. et al. Risk-based decision-making for drilling waste discharges using a fuzzy synthetic evaluation technique. Ocean Engineering, v. 31, n. 16, p. 1929–1953, 2004.	AHP e Lógica Fuzzy	Petróleo	Upstream	Offshore
Dey e Mukherjee (2005)DEY, P. K.; MUKHERJEE, S. K. Project risk management in analytic framework. International Journal of Industrial Engineering, v. 12, n. 4, p. 419–433, 2005.	AHP e Análise de árvore de Decisão	Petróleo	Midstream	Onshore
Hui e Deli (2005)HUI Z.; DELI G. Screening the key techniques for oil & gas drilling in consideration of safety. Natural Gas Industry, v. 25, n. 4, p. 77–78, 2005.	AHP	Petróleo/Gás	Upstream	Onshore
Jiang et al. (2005)JIANG, H-Y. et al. Application of AHP on the choice of pipelines river-acrossing project. Journal of Southwestern Petroleum Institute, v. 27, n. 2, p. 80–83, 2005.	AHP	Gás	Midstream	Onshore
Li e Zhang (2005)LI, D.; ZHANG, C. P. The technical and economic synthetical estimating of Luodai natural gas field rebuilding. Wutan Huatan Jisuan Jishu, v. 27, n. 4, p. 351–353, 2005.	AHP e Topsis	Gás	Midstream	Onshore/Offshore
Liu (2005)LIU, X. Models and method for vendor selection based on supply chain. Chinese Journal of Scientific Instrument, v. 26, p. 890–892, 2005.	AHP e Programação Linear Multiobjetivo	Petróleo	Não declarado	Onshore/Offshore
Bertolini e Bevilacqua (2006)BERTOLINI, M.; BEVILACQUA, M. A combined goal programming – AHP approach to maintenance selection problem. Reliability Engineering & System Safety, v. 91, n. 7, p. 839–848, 2006. http://dx.doi.org/10.1016/j.ress.2005.08.006 http://dx.doi.org/10.1016/j.ress.2005.08...	AHP e Programação por Metas	Petróleo	Midstream	Onshore
Dey (2006)DEY, P. K. Integrated project evaluation and selection using multiple-attribute decision-making technique. International Journal of Production Economics, v. 103, n. 1, p. 90–103, 2006. http://dx.doi.org/10.1016/j.ijpe.2004.11.018 http://dx.doi.org/10.1016/j.ijpe.2004.11...	AHP	Petróleo	Não declarado	Onshore
Tesfamariam e Sadiq (2006)TESFAMARIAM, S.; SADIQ, R. Risk-based environmental decision-making using fuzzy analytic hierarchy process (F-AHP). Stochastic Environmental Research and Risk Assessment, v. 21, n. 1, p. 35–50, 2006. http://dx.doi.org/10.1007/s00477-006-0042-9 http://dx.doi.org/10.1007/s00477-006-004...	AHP	Petróleo/Gás	Upstream	Offshore
Yang et al. (2006)YANG, X. et al. Fuzzy math evaluation method for China's international oil investments. Journal of Tsinghua University, v. 46, n. 6, p. 855–857, 2006.	AHP e Lógica Fuzzy	Petróleo	Upstream	Onshore/Offshore
Balasubramaniam, Boyle e Voulvoulis (2007)BALASUBRAMANIAM, A.; BOYLE, A. R.; VOULVOULIS, N. Improving petroleum contaminated land remediation decision-making through the MCA weighting process. Chemosphere, v. 66, n. 5, p. 791–798, 2007. http://dx.doi.org/10.1016/j.chemosphere.2006.06.039 http://dx.doi.org/10.1016/j.chemosphere....	ELECTRE III	Petróleo	Midstream	Offshore
Massara et al. (2008)MASSARA, V. M. et al. Natural gas pipeline expansion in the energy and urban planning using the analytic hierarchy process and the urban dynamics. Science and Engineering Journal, v. 17, p. 43–50, 2008.	AHP	Gás	Midstream	Onshore
Sharma e Gandhi (2008)SHARMA, B. C.; GANDHI, O. P. Safety assessment of lubricating oil using AHP and vector projection method. Industrial Lubrification and Tribology, v. 60, n. 5, p. 259–265, 2008. http://dx.doi.org/10.1108/00368790810895204 http://dx.doi.org/10.1108/00368790810895...	AHP	Petróleo	Midstream	Onshore
Xie et al. (2008)XIE, X. et al. Ship selection using a multiple-criteria synthesis approach. Journal of Marine Science and Technology, v. 13, n. 1, p. 50–62, 2008. http://dx.doi.org/10.1007/s00773-007-0259-4 http://dx.doi.org/10.1007/s00773-007-025...	Evidential Reasoning	Petróleo	Midstream	Offshore
Araujo e Almeida (2009)ARAUJO, A. G.; ALMEIDA, A. T. Decision making in the selection of the investments in oil and gas: An application using the promethee method. Gestao & Produção, v. 16, n. 4, p. 534–543, 2009.	PROMETHEE II	Petróleo/Gás	Não declarado	Não declarado
Brito e Almeida (2009)BRITO, A. J.; DE ALMEIDA, A. T. Multi-attribute risk assessment for risk ranking of natural gas pipelines. Reliability Engineering & System Safety, v. 94, n. 2, p. 187–198, 2009. http://dx.doi.org/10.1016/j.ress.2008.02.014 http://dx.doi.org/10.1016/j.ress.2008.02...	MAUT	Gás	Downstream	Onshore
Celik e Topcu (2009)CELIK, M.; TOPCU, Y. I. Use of an ANP to prioritize managerial responsibilities of maritime stakeholders in environmental incidents: An oil spill case. Transportation Research, v. 14, n. 7, p. 502–506, 2009.	ANP	Petróleo	Upstream	Offshore
Gomes, Rangel e Maranhão (2009)GOMES, L. F. A. M.; RANGEL, L. A. D.; MARANHÃO, F. J. C. Multicriteria analysis of natural gas destination in Brazil: An application of the TODIM method. Mathematical and Computer Modelling, v. 50, n. 1-2, p. 92–100, 2009. http://dx.doi.org/10.1016/j.mcm.2009.02.013 http://dx.doi.org/10.1016/j.mcm.2009.02....	TODIM	Gás	Midstream	Onshore
Jafari, Nejadi e Abiri (2009)JAFARI, H. R.; NEJADI, A.; ABIRI, J. A. Risk assessment of industrial sites of Asalouye by using AHP technique and GIS. Journal of Environmental Studies, v. 35, n. 49, p. 53–60, 2009.	AHP	Gás	Downstream	Onshore
Montazer, Saremi e Ramezani (2009)MONTAZER, G. A.; SAREMI, H. Q.; RAMEZANI, M. Design a new mixed expert decision aiding system using fuzzy ELECTRE III method for vendor selection. Expert Systems with Applications, v. 36, n. 8, p. 10837–10847, 2009. http://dx.doi.org/10.1016/j.eswa.2009.01.019 http://dx.doi.org/10.1016/j.eswa.2009.01...	ELECTRE III	Petróleo/Gás	Não declarado	Não declarado
Wang et al. (2009)WANG, W. Q. et al. Research on the risk grading division of oil and gas pipeline based on WebGIS. Journal of Petrochemical Universities, v. 22, n. 4 p. 63–66, 2009.	ANP	Petróleo/Gás	Midstream	Onshore/Offshore
Yu, Tian e Xie (2009)YU, J. C.; TIAN, J. X.; XIE, D. L. Hazard resources and their weightings in risk assessment system of the steel gas pipeline corrosion. Journal of Northeastern University, v. 30, p. 23–25, 2009.	AHP	Gás	Downstream	Onshore
Amiri (2010)AMIRI, M. P. Project selection for oil-fields development by using the AHP and fuzzy TOPSIS methods. Expert Systems with Applications, v. 37, n. 9, p. 6218–6224, 2010. http://dx.doi.org/10.1016/j.eswa.2010.02.103 http://dx.doi.org/10.1016/j.eswa.2010.02...	AHP e TOPSIS	Petróleo	Upstream	Não declarado
Brito, de Almeida e Mota (2010)BRITO, A. J.; DE ALMEIDA, A. T; MOTA, C. M. M. A multicriteria model for risk sorting of natural gas pipelines based on ELECTRE TRI integrating utility theory. European Journal of Operational Research, v. 200, n. 3, p. 812–821, 2010. http://dx.doi.org/10.1016/j.ejor.2009.01.016 http://dx.doi.org/10.1016/j.ejor.2009.01...	ELECTRE TRI	Gás	Midstream	Onshore
Dey (2010)DEY, P. K. Managing project risk using combined analytic hierarchy process and risk map. Applied Soft Computing Journal, v. 10, n. 4, p. 990–1000, 2010. http://dx.doi.org/10.1016/J.asoc.2010.03.010 http://dx.doi.org/10.1016/J.asoc.2010.03...	AHP	Petróleo	Midstream	Onshore
Jozi e Iraokhahi (2010)JOZI, S. A.; IRAOKHAHI, M. Environmental risk assessment of gas pipelines by using of AHP combined method. Journal of Environmental Studies, v. 36, n. 53, p. 107–120, 2010.	AHP	Gás	Midstream	Onshore
Massara e Udaeta (2010)MASSARA, V. M.; UDAETA, M. E. M. Multi-criteria evaluation of the expansion of natural gas distribution network by the urban dynamics. Journal of Urban and Environmental Engineering, v. 4, n. 2, p. 55–62, 2010. http://dx.doi.org/10.4090/juee.2010.v4n2.055062 http://dx.doi.org/10.4090/juee.2010.v4n2...	AHP	Gás	Downstream	Onshore/Offshore
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Shafiq e Silvianita (2010)SHAFIQ, N.; SILVIANITA. Prioritizing the pipeline maintenance approach using analytical hierarchical process. International Review of Mechanical Engineering, v. 4, n. 3 p. 346–352, 2010.	AHP	Petróleo/Gás	Midstream	Onshore/Offshore
Song, Tang e Jiang (2010)SONG, Z. Z.; TANG, F.; JIANG, Q. Z. Technical, economic and environmental comprehensive evaluation on sulfur-containing crude processing scheme. Modern Chemical Industry, v. 30, n. 8, p. 83–86, 2010.	AHP e Entropy Weight Method	Petróleo	Midstream	Onshore
Chen et al. (2011)CHEN, H. J. et al. Dual-factor method for development optimization of oil shale bearing fields. Geology in China, v. 38, n. 3, p. 742–749, 2011.	AHP	Petróleo	Upstream	Offshore
Dawotola, Van Gelder e Vrijling (2011)DAWOTOLA, A. W.; VAN GELDER, P. H. A. J. M.; VRIJLING, J. K. Decision analysis framework for risk management of crude oil pipeline system. Advances in Decision Sciences, 2011. http://dx.doi.org/10.1155/2011/456824 http://dx.doi.org/10.1155/2011/456824...	AHP	Petróleo/Gás	Midstream	Onshore/Offshore
Tan et al. (2011)TAN, Z. et al. W. An evaluation of maintenance strategy using risk based inspection. Safety Science, v. 49, n. 6, p. 852–860, 2011.	AHP	Petróleo	Midstream	Onshore
Wang et al. (2011)WANG, W. Q. et al. Risk management and emergency response of oil pipeline based on web GIS. Journal of Petrochemical Universities, v. 24, n. 5, p. 77–82, 2011.	AHP	Petróleo	Midstream	Onshore/Offshore
Yang, Khan e Sadiq (2011)YANG, M.; KHAN, F. I.; SADIQ, R. Prioritization of environmental issues in offshore oil and gas operations: A hybrid approach using fuzzy inference system and fuzzy analytic hierarchy process. Process Safety and Environmental Protection, v. 89, n. 1, p. 22–34, 2011. http://dx.doi.org/10.1016/j.psep.2010.08.006 http://dx.doi.org/10.1016/j.psep.2010.08...	AHP e Lógica Fuzzy	Petróleo/Gás	Upstream	Offshore
Yildirim e Yomralioglu (2011)YILDIRIM, V.; YOMRALIOGLU, T. NABUCCO pipeline route selection through Turkey comparison of a GIS-based approach to a traditional route selection approach. Oil Gas European Magazine, v. 37, n. 1, p. 20–24, 2011.	AHP	Gás	Midstream	Onshore/Offshore
Zhang, Gao e Liu (2012)ZHANG, H.; GAO, D.; LIU, W. Risk Assessment for Liwan Relief Well in South China Sea. Engineering Failure Analysis, v. 23, p. 63–68, 2012. http://dx.doi.org/10.1016/j.engfailanal.2012.02.005 http://dx.doi.org/10.1016/j.engfailanal....	AHP e Lógica Fuzzy	Petróleo/Gás	Upstream	Onshore/Offshore

Fonte Energética	Percentual (%)
Petróleo/Gás	35,42
Petróleo	41,67
Gás	22,92

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