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Optimal Infill Well Locations in a Mature Oil Field Using Manual and Search-Based Optimization Methods With Reservoir Flow Simulation

机译:使用手动和基于搜索的优化方法,最佳填充井位置在成熟的油田中,具有储存器流程模拟

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In order to attain discreet design making and reliable prediction of future reservoir performance,planning an optimal and efficient design of integrated reservoir modeling is crucial in field development processes. Therefore,using optimization algorithms is so important and unique for optimal field development scenario.One of the most usual field development scenarios that requires optimization techniques is determining the optimal infill well locations that lead to maximum oil production and net present value (NPV). The study of optimal well locations has been carried out here on a conceptual sector of the Main Pay in South Rumaila Oil Field in Iraq.This field,of 60-years of production,has 40 producing wells.There is also an edge water drive from the infinite active aquifer at the east and west flanks.After performing reliable history matching,two distinct procedures of optimization have been considered in this paper.The first one is to use manual practical optimization procedure and the second is to use a search-based algorithm. The first approach has been implemented via spreadsheet and reservoir flow model considering the aspects of net present value as objective function.The revenue is directly proportional to the cumulative oil production that has been predicted by the reservoir model for the entire study area.The costs include capital(CAPEX)and operational(OPEX)expenditures.There are ten assigned location of wells taken as a premise to be production wells.These 10 locations have been ranked according to the highest value of permeability and oil saturation spatial distribution in the reservoir in order to be evaluated considering achieving the highest NPV.The optimal number of infill wells was three,six,and ten when the NPV is calculated by the end of 2015,2017,and 2022,respectively and all the wells at the three cases are approximately located at the crest of the reservoir.
机译:为了实现谨慎的设计制作和可靠预测未来的水库性能,规划了集成储层建模的最佳和高效设计在现场开发过程中至关重要。因此,使用优化算法对于最佳现场开发场景如此重要和独特。需要优化技术的最常见的现场开发场景正在确定最佳填充阱位置,导致最大的油生产和净现值(NPV)。在伊拉克南方Rumaila油田的主要工资概念部门进行了最佳井位置的研究。该领域为60多年的生产,有40个生产井。还有一个边缘水驱动在东部和西部侧翼的无限活性含水层。在进行可靠的历史匹配后,已经考虑了两个不同的优化程序。第一个是使用手动实用优化程序,第二个是使用基于搜索的算法。第一种方法已经通过电子表格和储层流模型实施,将净现值的方面视为客观函数。收入与整个研究区的储层模型预测的累积石油产量成正比。成本包括资本(CAPEX)和业务(OPEX)支出。井中的十分位于生产井的前提。10个地点根据储层中的渗透率和油饱和空间分布的最高价值进行排名考虑到实现最高的NPV来评估。当NPV分别在2015,2017和2022年底计算NPV时,填充井的最佳数量为三,六,和十个,并且在三种情况下的所有井中都有在水库的嵴。

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