高含油含气饱和度油田生产层近井底发育特征

IF 2.4 Q2 MINING & MINERAL PROCESSING Journal of Mining Institute Pub Date : 2021-09-20 DOI:10.31897/pmi.2021.3.7
V. Galkin, Dmitry Martyushev, I. Ponomareva, I. Chernykh
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引用次数: 9

摘要

本文研究了彼尔姆地区北部生产井在生产地层中井底层的地层特征。其显著特征是地层油含气饱和度高。在俄罗斯和世界实践中使用最广泛的参数-表皮系数被用作表征井底层状态的标准。对科学出版物的分析表明,应用表皮因子来评估井底层状态的主要问题之一是对其物理意义的解释含糊不清,并且无法确定形成其价值的主要因素。本文提出了一种基于多元相关回归分析的方法,在考虑的油田条件下识别这些因素。选择该工具是因为“地层-井底区-井筒”系统中发生的过程非常复杂。当描述复杂的多因素过程时,所选择的方法显示出高度的可靠性。对于该地区大量的井,收集和总结了重要的资料,包括水动力调查中表皮系数(1102值)的确定结果,以及各种地质和技术指标的数值数据,这些数据可能与表皮系数的值有统计学上的联系。建立了一系列多维数学模型;以表皮因子作为预测参数,地质技术指标作为独立指标。构建模型的分析是本研究的关键阶段。研究了多维模型中包含的参数集、参数的包含顺序以及对所构建模型性能的决定系数的贡献总量。研究表明,影响井底带状态的主要因素是原油脱气。确定了研究区陆源沉积物和碳酸盐岩沉积物中表皮因子的形成特征存在显著差异。
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Developing features of the near-bottomhole zones in productive formations at fields with high gas saturation of formation oil
The article studies the formation features of the bottomhole zones in productive formations during operation of production wells in the north of the Perm Territory. Their distinctive feature is the high gas saturation of formation oil. The most widely used parameter in Russian and world practice – the skin factor was used as a criterion characterizing the state of the bottomhole zone. Analysis of scientific publications has shown that one of the main problems of applying the skin factor to assess the state of bottomhole zones is the ambiguity of interpretations of its physical meaning and the impossibility of identifying the prevailing factors that form its value. The paper proposes an approach to identifying such factors in the conditions of the fields under consideration, based on multivariate correlation-regression analysis. Choice of this tool is due to the complexity of the processes occurring in the “formation – bottomhole zone – well” system. When describing complex multifactorial processes, the chosen method demonstrates a high degree of reliability. For a large number of wells in the region, significant material was collected and summarized, including the results of determining the skin factor (1102 values) during hydrodynamic investigations, as well as data on the values ​​of various geological and technological indicators, which can probably be statistically related to the value of the skin factor. A series of multidimensional mathematical models has been built; the skin factor was used as a predicted parameter, and data on the values ​​of geological and technological indicators were used as independent indicators. Analysis of the constructed models is a key stage of this study. Set of parameters included in the multidimensional models, sequence of their inclusion and contribution to the total value of the achieved determination coefficient as the main indicator for the performance of the constructed models were studied. It has been established that the main factor influencing the state of the bottomhole zone is oil degassing. Significant differences in the formation features of the skin factor in the terrigenous and carbonate sediments at the fields under consideration have been determined.
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来源期刊
Journal of Mining Institute
Journal of Mining Institute MINING & MINERAL PROCESSING-
CiteScore
7.50
自引率
25.00%
发文量
62
审稿时长
8 weeks
期刊最新文献
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