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Integrated production optimization of oil fields with pressure and routing constraints: The Urucu field

机译:具有压力和路径约束的油田的综合生产优化:Urucu油田

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摘要

This paper develops a framework for integrated production optimization of complex oil fields such as Urucu, which has a gathering system with complex routing degree of freedom, limited processing capacity, pressure constraints, and wells with gas-coning behavior. The optimization model integrates simplified well deliverability models, vertical lift performance relations, and the flowing pressure behavior of the surface gathering system. The framework relies on analytical models history matched to field data and simulators tuned to reflect operating conditions. A mixed-integer linear programming (MILP) problem is obtained by approximating these models with piecewise-linear functions. Procedures were developed to obtain simplified piecewise-linear approximations that ensure a given accuracy with respect to complex and precise models. Computational experiments showed that the integrated production optimization problem can be solved sufficiently fast for real-time applications. Further, the operational conditions calculated with the simplified models during the optimization process match the precise models.
机译:本文开发了一个复杂的油田综合生产优化的框架,例如Urucu,它具有一个收集系统,该系统具有复杂的路由自由度,有限的处理能力,压力约束以及具有气锥行为的油井。该优化模型集成了简化的油井产能模型,垂直举升性能关系以及地面收集系统的流动压力行为。该框架依赖于与现场数据相匹配的分析模型的历史记录以及经过调整以反映操作条件的模拟器。通过使用分段线性函数对这些模型进行近似,可以获得混合整数线性规划(MILP)问题。开发程序以获得简化的分段线性近似,以确保相对于复杂和精确模型的给定精度。计算实验表明,针对实时应用,可以充分快速地解决集成的生产优化问题。此外,在优化过程中使用简化模型计算的运行条件与精确模型匹配。

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  • 来源
    《Computers & Chemical Engineering 》 |2012年第15期| p.178-189| 共12页
  • 作者单位

    Department of Engineering Cybernetics, Norwegian University of Science and Technology, 7491 Trondheim. Norway,Department of Automation and Systems Engineering, Federal University of Santa Catarina, Cx.P. 476, Florianopolis, SC 88040-900, Brazil;

    Department of Petroleum Engineering and Applied Geophysics, Norwegian University of Science and Technology, 7491 Trondheim, Norway,Petrobras Research Center, Cidade Universitaria Q.7 Ilha do Fundao, 21.949-900 Rio de Janeiro, RJ. Brazil;

    Department of Automation and Systems Engineering, Federal University of Santa Catarina, Cx.P. 476, Florianopolis, SC 88040-900, Brazil;

    Department of Engineering Cybernetics, Norwegian University of Science and Technology, 7491 Trondheim. Norway;

    Department of Engineering Cybernetics, Norwegian University of Science and Technology, 7491 Trondheim. Norway;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    oil fields; integrated production optimization; pressure drop modeling; routing constraints; multidimensional piecewise-linear; approximation;

    机译:油田;综合生产优化;压降建模路由约束;多维分段线性;近似;

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