Managing reservoir uncertainty in petroleum field development: Defining a flexible production strategy from a set of rigid candidate strategies

被引:20
作者
Santos, Susana M. G. [1 ]
Gaspar, Ana T. F. S. [1 ]
Schiozer, Denis J. [1 ]
机构
[1] Univ Estadual Campinas, POB 6052, BR-13083970 Campinas, SP, Brazil
关键词
Decision analysis; Uncertainty management; Expected value of flexibility; Field development; Production strategy; Reservoir simulation; DISCRETE LATIN HYPERCUBE; REPRESENTATIVE MODELS; DECISION-ANALYSIS; FLEXIBILITY; OPTIMIZATION; RISK; REALIZATIONS; EXPLORATION; MANAGEMENT; SELECTION;
D O I
10.1016/j.petrol.2018.07.048
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Decisions in petroleum field development are typically complex because of high investments under high uncertainty. To improve project performance, decision makers study the effects of uncertainty and consider actions to both mitigate risks and exploit upsides. Uncertainty can be managed with flexibility, which has high potential to manage the long-term systems in petroleum field development, reacting to uncertainty as it unfolds over time. Although increasingly popular in the petroleum industry, the literature still lacks systematic, objective approaches to quantitatively estimate the expected value of flexibility (EVoF). This work sets out a decision structure applied to petroleum field development that (1) uses a predefined set of rigid candidate production strategies (robust and specialized strategies) to define the flexible strategy, (2) establishes probabilistic-based implementation rules, and (3) improves estimates of EVoF by both accounting for the purpose of flexibility (to mitigate the risks or exploit the upsides of uncertainty) and weighting the decision maker's attitude. We show that our proposed method is applicable to complex reservoirs in the development phase, with multiple uncertainties affecting the production strategy selection. Finally, we assessed the effects of delayed implementation on EVoF.
引用
收藏
页码:516 / 528
页数:13
相关论文
共 47 条
  • [1] [Anonymous], 2009, SPE Projects, Facilities Construction, DOI DOI 10.2118/122710-PA
  • [2] Avansi G. D., 2015, OFFSHORE TECHNOLOGY, DOI [10.4043/26038-MS, DOI 10.4043/26038-MS]
  • [3] Begg S., 2002, SPE ANN TECHN C EXH, DOI [10.2118/91131-MS.SPE-91131-MS., DOI 10.2118/91131-MS]
  • [4] Begg S. H., 2004, SPE ANN TECHN C EXH, DOI [10.2523/77586-MS, DOI 10.2523/77586-MS]
  • [5] OIL-EXPLORATION - SEQUENTIAL DECISIONS IN THE FACE OF UNCERTAINTY
    BENKHEROUF, L
    BATHER, JA
    [J]. JOURNAL OF APPLIED PROBABILITY, 1988, 25 (03) : 529 - 543
  • [6] A methodology to evaluate and reduce reservoir uncertainties using multivariate distribution
    Bertolini, Andre Carlos
    Maschio, Celio
    Schiozer, Denis Jose
    [J]. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, 2015, 128 : 1 - 14
  • [7] Bittencourt A.C., 1997, SPE ANN TECHNICAL C, DOI [10.2118/38895-MS, DOI 10.2118/38895-MS]
  • [8] A MODEL FOR EXPLORATION DECISIONS
    BJORSTAD, H
    HEFTING, T
    STENSLAND, G
    [J]. ENERGY ECONOMICS, 1989, 11 (03) : 189 - 200
  • [9] Bratvold R.B., 2010, Making Good Decisions
  • [10] Methodology to estimate the value of flexibility under endogenous and exogenous uncertainties
    de Oliveira Silva, Marcia Ida
    dos Santos, Antonio Alberto de S.
    Schiozer, Denis Jose
    de Neufville, Richard
    [J]. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, 2017, 151 : 235 - 247