Multi-period Optimization for Long-Term Oilfield Production Planning

被引:0
|
作者
Aristizabal, Jadier [1 ]
del Mar Prieto, Maria [1 ]
Vargas, Lizzet [1 ]
Pradilla, Diego [1 ]
Gomez, Jorge M. [1 ]
机构
[1] Univ Andes, Dept Ingn Quim & Alimentos, Grp Diseno Prod & Proc GDPP, Carrera 1 Este 18A 12, Bogota, Colombia
关键词
Collocation on finite elements; Long-term horizons; Nonlinear programming; Oilfield production planning; Phenomenological model; MODEL;
D O I
10.1007/s10957-023-02191-7
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
In this work, a multi-period nonlinear programming formulation is presented to obtain the optimal long-term oilfield production planning, based on a two-phase, one-dimensional, and Cartesian-coordinated phenomenological reservoir model. The phenomenological model contains a set of second-order partial differential equations, which are approximated by a collocation on finite element method. This CFE method prevents mathematical stability limitations due to stiffness problems, resulting in an algebraic equation system added as an optimization set of constraints. This is a significant and innovating approach as there are only a handful of similar studies in the literature that integrate phenomenological models as mathematical constraints in the optimization problem. However, these works do not solve the model using long-term production planning coupled with a simultaneous strategy. Also, formulation applied to two study cases allowed solving the optimization problem within an adequate time without requiring a high-performance computing platform. Results show the economic impact of simultaneously considering the constraints and the state variables evolution throughout the reservoir's life span to obtain the optimal long-term production planning.
引用
收藏
页码:71 / 97
页数:27
相关论文
共 50 条
  • [1] Multi-period Optimization for Long-Term Oilfield Production Planning
    Jadier Aristizabal
    María del Mar Prieto
    Lizzet Vargas
    Diego Pradilla
    Jorge M. Gómez
    [J]. Journal of Optimization Theory and Applications, 2023, 197 : 71 - 97
  • [2] Framework for optimization of long-term, multi-period investment planning of integrated urban energy systems
    van Beuzekom, Iris
    Hodge, Bri-Mathias
    Slootweg, Han
    [J]. APPLIED ENERGY, 2021, 292
  • [3] Long-term planning of WDM networks: A comparison between single-period and multi-period techniques
    Pickavet, M
    Demeester, P
    [J]. PHOTONIC NETWORK COMMUNICATIONS, 1999, 1 (04) : 331 - 346
  • [4] Long-Term Planning of WDM Networks: A Comparison between Single-Period and Multi-Period Techniques
    Mario Pickavet
    Piet Demeester
    [J]. Photonic Network Communication, 1999, 1 : 331 - 346
  • [5] Moving towards an equitable long-term care network: A multi-objective and multi-period planning approach
    Cardoso, Teresa
    Oliveira, Monica Duarte
    Barbosa-Povoa, Ana
    Nickel, Stefan
    [J]. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2016, 58 : 69 - 85
  • [6] A Spatial multi-period long-term energy planning model: A case study of the Greek power system
    Koltsaklis, Nikolaos E.
    Dagoumas, Athanasios S.
    Kopanos, Georgios M.
    Pistikopoulos, Efstratios N.
    Georgiadis, Michael C.
    [J]. APPLIED ENERGY, 2014, 115 : 456 - 482
  • [7] New Optimization Model for Multi-Period Multi-Product Production Planning System with Uncertainty
    Mahmoud, Asmaa A.
    Aly, Mohamed F.
    Mohib, Ahmed M.
    Afefy, Islam H.
    [J]. INDUSTRIAL ENGINEERING AND MANAGEMENT SYSTEMS, 2019, 18 (04): : 872 - 883
  • [8] Multi-Period Planning, Design, and Strategic Models for Long-Term, Quality-Sensitive Shale Gas Development
    Drouven, Markus G.
    Grossmann, Ignacio E.
    [J]. AICHE JOURNAL, 2016, 62 (07) : 2296 - 2323
  • [9] Multi-item, multi-period production planning with uncertain demand
    Sox, CR
    Muckstadt, JA
    [J]. IIE TRANSACTIONS, 1996, 28 (11) : 891 - 900
  • [10] Inclusion of Mobility in Cell Planning: Multi-period Joint Optimization
    Chew, Yong Huat
    Mo, Ronghong
    Yeo, Boon Sain
    [J]. 2009 IEEE 70TH VEHICULAR TECHNOLOGY CONFERENCE FALL, VOLS 1-4, 2009, : 1483 - 1486