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Multi-period Optimization for Long-Term Oilfield Production Planning

Author

Listed:
  • Jadier Aristizabal

    (Universidad de los Andes)

  • María Mar Prieto

    (Universidad de los Andes)

  • Lizzet Vargas

    (Universidad de los Andes)

  • Diego Pradilla

    (Universidad de los Andes)

  • Jorge M. Gómez

    (Universidad de los Andes)

Abstract

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.

Suggested Citation

  • Jadier Aristizabal & María Mar Prieto & Lizzet Vargas & Diego Pradilla & Jorge M. Gómez, 2023. "Multi-period Optimization for Long-Term Oilfield Production Planning," Journal of Optimization Theory and Applications, Springer, vol. 197(1), pages 71-97, April.
    • Handle: RePEc:spr:joptap:v:197:y:2023:i:1:d:10.1007_s10957-023-02191-7
    DOI: 10.1007/s10957-023-02191-7
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    References listed on IDEAS

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    1. Bjørn Nygreen & Marielle Christiansen & Kjetil Haugen & Thor Bjørkvoll & Øystein Kristiansen, 1998. "Modeling Norwegian petroleum productionand transportation," Annals of Operations Research, Springer, vol. 82(0), pages 251-268, August.
    2. Atabani, A.E. & Silitonga, A.S. & Badruddin, Irfan Anjum & Mahlia, T.M.I. & Masjuki, H.H. & Mekhilef, S., 2012. "A comprehensive review on biodiesel as an alternative energy resource and its characteristics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(4), pages 2070-2093.
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