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Nonlinear Approach for Oil Field Optimization Based on Gas Lift Optimization

机译:基于气举优化的非线性油田优化方法

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When the initial energy of a virgin reservoir is not sufficient or when this energy falls below a certain limit after a production history, the production rates won't be able to meet economic margins. It is then time for artificial lift methods to come to aid. Among which, gas lift is the most commonly used scenario. Being somehow an ancient tool with an age of over a century, gas lift is though still a challenging problem when overall optimization is the concern. When the injection gas is of limited supply the problem is finding the best gas allocation scheme. However there are ever more cases emerging in certain geographic localities where the gas supplies are usually unlimited. The optimization problem then totally relates to the wellbore and completion string and fully engages with multiphase flow concepts. In the present study an intelligent genetic algorithm has been developed to simultaneously optimize all role playing factors, namely gas injection rate, injection depth and tubing diameter towards the maximum oil production rate with the water cut and injection pressure as the restrictions. The computations and real field data are mutually compared.
机译:如果原始储层的初始能量不足,或者在生产历史后该能量降至某个限制以下,那么生产率将无法满足经济利润要求。然后是时候使用人工举升方法了。其中,气举是最常用的方案。气举作为一种具有百年历史的古老工具,尽管要关注整体优化,但它仍然是一个具有挑战性的问题。当注入气体供应有限时,问题在于找到最佳的气体分配方案。但是,在某些地理区域出现了越来越多的案例,这些地区的天然气供应通常是无限的。这样,优化问题就完全与井筒和完井管柱有关,并且完全涉及多相流概念。在本研究中,已经开发了一种智能遗传算法,可以在以含水率和注入压力为限制的同时,朝着最大采油率同时优化所有角色扮演因素,即气体注入速率,注入深度和油管直径。计算和实际数据相互比较。

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