Journal of Liaoning Petrochemical University

Journal of Liaoning Petrochemical University ›› 2022, Vol. 42 ›› Issue (6): 36-43.DOI: 10.3969/j.issn.1672-6952.2022.06.006

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Application of Improved Fuzzy Analytic Hierarchy Process to Evaluate the Development Effect of Condensate Gas Field

Jing Xia1(), Wei Xie2, Zhaoting Huang2, Shuai Ren3   

  1. 1.Development Institute of China Petroleum Exploration and Development Research Institute,Beijing 100083,China
    2.PetroChina Tarim Oilfield Branch,Korla Xinjiang 841000,China
    3.School of Petroleum Engineering,Northeast Petroleum University,Daqing Heilongjiang 163318,China
  • Received:2022-06-15 Revised:2022-09-02 Online:2022-12-25 Published:2023-01-07

基于改进模糊层次分析法的凝析气田开发效果评价

夏静1(), 谢伟2, 黄召庭2, 任帅3   

  1. 1.中国石油勘探开发研究院 开发所,北京 100083
    2.中国石油塔里木油田分公司,新疆 库尔勒 841000
    3.东北石油大学 石油工程学院,黑龙江 大庆 163318
  • 作者简介:夏静(1973⁃),女,博士,高级工程师,从事油气田开发方面的研究;E⁃mail:xiajing@petrochina.com.cn
  • 基金资助:
    中国石油天然气股份有限公司科学研究与技术开发项目“深层/超深层油气藏开发技术研究”(2021DJ1002)

Abstract:

The evaluation of gas field development effect plays an important role in discovering the main contradictions existing in the current development, improving the level of gas field management and putting forward adjustment countermeasures. In this paper, a quantitative evaluation method for the development effect of condensate gas field is proposed from the three aspects of productivity, energy retention degree and well logistics property, and considering the recovery factor and pressure retention degree, et al. Firstly, the weight of each index is calculated based on the analytic hierarchy process, grey correlation method and RSR value comprehensive evaluation method, and then the membership matrix of each index is determined through the ridge distribution function and factor analysis method. Finally, the evaluation results are obtained through fuzzy change and optimal selection. The natural gas recovery rate of E+K gas reservoir in YH23 block is 82.95%, the condensate recovery rate is 58.57%, and the formation pressure maintenance degree is 87.8%. The development effect evaluation matrix Y =[0.623 7, 0.175 2, 0.201 1] can be obtained through calculation, which belongs to the class I development level. After verification, it is consistent with the actual evaluation results of the gas field, which proves that the proposed method is accurate and reliable, and points out the direction for the further development and adjustment of the gas field.

Key words: Condensate gas reservoir, Development effect evaluation, Fuzzy hierarchy process, Grey correlation

摘要:

气田开发效果评价在发现目前开发存在的主要问题、提高气田管理水平以及提出调整对策等方面发挥着重要作用。从产能、能量保持程度和井流物性质三方面出发,考虑采收率、地层压力保持程度、气油比年递增率等指标,提出了凝析气田开发效果定量评价方法。首先基于层次分析法、灰色关联法和RSR值综合评价法计算各指标权重,然后通过岭形分布函数和因子分析法确定各指标隶属度矩阵,最后经模糊变化及最优选择得出评价结果。YH23区块E+K气藏天然气采收率为82.95%,凝析油采收率为58.57%,地层压力保持程度为87.8%,计算可得开发效果评价矩阵 Y =[0.623 7,0.175 2,0.201 1],属于一类开发水平,经验证与该气田实际评价结果一致,证实提出的方法准确可靠,为气田进一步开发调整指明了方向。

关键词: 凝析气藏, 开发效果评价, 模糊层次法, 灰色关联

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Cite this article

Jing Xia, Wei Xie, Zhaoting Huang, Shuai Ren. Application of Improved Fuzzy Analytic Hierarchy Process to Evaluate the Development Effect of Condensate Gas Field[J]. Journal of Liaoning Petrochemical University, 2022, 42(6): 36-43.

夏静, 谢伟, 黄召庭, 任帅. 基于改进模糊层次分析法的凝析气田开发效果评价[J]. 辽宁石油化工大学学报, 2022, 42(6): 36-43.

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