基于响应曲面法的二元复合驱注采参数优化方法 ——以孤东油田七区西Ng41-51区块为例
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明玉坤(1982—),男,山东德州人,高级工程师,硕士,从事油气田开发技术研究。联系电话:(0546)8715224,E-mail:mingyukun.slyt@sinopec.com。

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国家科技重大专项“高温高盐油田化学驱提高采收率技术”(2016ZX05011-003)。


Optimization method of the injection-production parameters for SP flooding based on the response surface methodology-A case study of Ng41-51 submember in the west of the 7th block of Gudong oilfield
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    摘要:

    响应曲面法是一种运用PB试验进行主控因素筛选,然后基于最速上升法确定最优方案的优化方法。基于响应曲面法,建立二元复合驱注采参数优化方法,该方法克服了部分传统优化方法的缺点,具有快速准确获得全局最优方案的优点。以孤东油田七区西Ng41-51区块作为二元复合驱的典型区块,在历史拟合的基础上,采用PB试验筛选出影响二元复合驱开发效果的主控因素,然后根据BBD试验确定各主控因素的最优值及对开发效果的影响,将主控因素最优值作为生产参数代入Eclipse数值模拟软件,计算的吨聚增油值为21.894 m3/t,与响应曲面法的相对误差为1.7%,二者的良好拟合证实了模型的有效性。将响应曲面法与正交设计法的优化结果进行对比,结果表明,利用响应曲面法优化的最佳吨聚增油值提高了5.9%,说明该方法准确有效。

    Abstract:

    Response surface methodology is an optimization method which selects main controlling factors by PB experiment and determines the optimization program based on the method of steepest ascent. On this basis,an optimization method of injection-production parameters for SP flooding was established. This method overcomes the disadvantages of some traditional optimization methods. So this method has the advantage of obtaining the optimization design in a fast and precise way. Ng41-51 submember of the 7th block of Gudong oilfield was selected as the typical unit of the research for the SP flooding. Then main controlling factors of the effect of the SP flooding were selected by PB experiment after the history matching.Next,the optimized value and effect of these main controlling factors on development results were determined according to BBD experiment. The optimized value of the main controlling factors was used as the production factors in the calculation using Eclipse simulation software. The calculated value of enhanced oil production per ton polymer is 21.894 m3/t with a relative error of 2.01% compared with the result of response surface methodology. The well agreement indicates the effectiveness of this method. The optimization results of the orthogonal design were compared with that of the response surface methodology. It shows that the best value of enhanced oil production per ton polymer was improved by 5.9% using the response surface methodology,which highlighted the superiority of this method.

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明玉坤.基于响应曲面法的二元复合驱注采参数优化方法 ——以孤东油田七区西Ng41-51区块为例[J].油气地质与采收率,2017,24(3):91~97

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  • 在线发布日期: 2017-03-29