基于动态规划的碳封存注入井位置优化

Injection well site optimization of carbon geological sequestration based on dynamic planning

  • 摘要: 二氧化碳地质封存是降低碳排放、减小温室效应的重要手段之一,是地球科学研究的新兴领域。注入井位置的选择对CO2封存量有重要影响,而且受到地质条件复杂性和施工条件限制,因而注入井位置的选取是一个复杂的优化问题。本文首先基于几何方法和渗流理论构建了CO2地质封存模型,并结合地层圈闭、溢出路径及溢出点等基本概念估计地层的封存能力。在此基础上,将碳封存注入井位置优化问题转化为动态规划问题,通过计算最优子结构和状态转移方程,从而确定最佳注入井位置。本文利用动态规划法优化注入井位置,实现碳封存量最大化,将其用于挪威Utsira储层封存量估计和注入井位置优化,从而为CO2地质封存注入井位置的选择提供理论指导。

     

    Abstract: Geological storage of CO2 is one of the important methods to reduce carbon emission and greenhouse effect, and is an emerging field of earth science research. The choice of injection well site has an important impact on CO2 storage and is limited by the complexity of geological conditions and construction conditions. The choice of injection well site is a complex optimization problem. In this paper, CO2 geological storage model is constructed firstly based on geometric method and seepage theory, by which the storage capacity of the formation can be estimated combining the basic concepts of stratigraphic confinement, overflow path and overflow point. Based on this, the carbon sequestration injection well site optimization problem is transformed into a dynamic programming problem, and the optimal injection well site is determined by calculating the optimal substructure and state transfer equation. In this paper, the dynamic programming method is used to optimize the injection well site to maximize the carbon sequestration capacity, and applied to the estimation of carbon sequestration capacity and optimization of the injection well site in the Utsira reservoir in Norway to provide theoretical guidance for the selection of the well site for carbon dioxide geologic sequestration injection wells.

     

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