西南石油大学学报(自然科学版) ›› 2025, Vol. 47 ›› Issue (6): 141-150.DOI: 10.11885/j.issn.1674-5086.2024.11.11.32

• 石油与天然气工程 • 上一篇    下一篇

基于模糊综合评判决策的储气库注采井出砂预测新方法

廖伟1, 黄海兵2, 胡书勇3, 张士杰1, 李欣潞1   

  1. 1. 中国石油新疆油田储气库有限公司, 新疆 呼图壁 831200;
    2. 中国石油新疆油田公司发展计划部, 新疆 克拉玛依 834000;
    3. 油气藏地质及开发工程全国重点实验室·西南石油大学, 四川 成都 610500
  • 收稿日期:2024-11-11 发布日期:2026-01-12
  • 通讯作者: 胡书勇,E-mail:hushuyong@swpu.edu.cn
  • 基金资助:
    新疆维吾尔自治区天山英才 青年拔尖人才支持项目(2024TSYCJC0008)

A New Method for Sand Production Prediction of Gas Storage Wells Based on Fuzzy Comprehensive Evaluation

LIAO Wei1, HUANG Haibing2, HU Shuyong3, ZHANG Shijie1, LI Xinlu1   

  1. 1. Gas Storage Co. Ltd., Xinjiang Oilfield, PetroChina, Hutubi, Xinjiang 831200, China;
    2. Development Planning Department, Xinjiang Oilfield Company, PetroChina, Karamay, Xinjiang 834000, China;
    3. State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Southwest Petroleum University, Chengdu, Sichuan 610500, China
  • Received:2024-11-11 Published:2026-01-12

摘要: 受储气库强注强采运行模式的影响,调峰采气过程中储层易发生出砂风险,而出砂将严重影响储气库的寿命和调峰能力。常用的定性经验出砂预测方法缺乏直观、综合的结果,且单一预测指标具有很大的局限性。针对这一问题,综合考虑孔隙度法、声波时差法、组合模量法、出砂指数法和斯伦贝谢比法等定性经验出砂预测方法,采用层次分析法和模糊综合评判决策,建立定性经验出砂预测的模糊综合评判模型,对不同射孔段的地层出砂结果进行预测分析。应用实例表明,该方法实现了不同射孔段的地层出砂结果预测,提高了地层出砂预测的准确性和综合性,对储气库长期安全运行具有重要意义。

关键词: 储气库, 出砂机理, 出砂预测模型, 层次分析法, 模糊综合评判决策

Abstract: Affected by the operation mode of gas storage with strong injection and production, the risk of sand production is prone to occur in the reservoir during peak shaving and gas production. Once sand is produced, it will seriously affect the life and peak shaving capacity of the gas storage. The commonly used qualitative empirical sand prediction methods lack intuitive and comprehensive results, and a single prediction index has great limitations. In response to this problem, qualitative experience sand prediction methods such as porosity method, acoustic time difference method, combined modulus method, sand production index method and Schlumberger ratio method are considered comprehensively, and analytic hierarchy process and fuzzy comprehensive evaluation decision-making are adopted to establish qualitative experience. The fuzzy comprehensive evaluation model for sand production prediction can predict and analyze the sand production results of different perforation sections. Application examples show that this method has realized the prediction of formation sand production results in different perforation sections, improved the accuracy and comprehensiveness of formation sand production prediction, which is of great significance to the long-term safe operation of gas storage.

Key words: gas storage, sand production mechanism, sand production prediction model, analytic hierarchy process, fuzzy comprehensive evaluation and decision-making

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