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Optimal Selection of Stimulation Wells Using a Fuzzy Multicriteria Methodology

机译：利用模糊多标准方法的刺激孔的最佳选择

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摘要

Choosing the most appropriate wells for stimulation is one of the greatest challenges affecting reservoir production and economic development. In this paper, an integrated fuzzy decision-making methodology is developed to choose the most appropriate stimulation wells based on a number of criteria. The presented approach is able to determine the final decision priorities for multiple candidate wells considering uncertainty, incomplete information, and the large number of factors involved. The proposed modelling framework works as a stepwise procedure to fuse several different methods with combined benefits. The analytic hierarchy process (AHP) method is adopted to build the factor framework. Grey theory is introduced to determine the influence weights of factors, and combined with the fuzzy logic concept, these values are used to rank candidate wells. A field application shows that the presented method is able to identify the wells with the highest potential for enhanced production.
机译：选择最适合刺激的井是影响水库生产和经济发展的最大挑战之一。在本文中，开发了一种基于许多标准选择最合适的刺激井的综合模糊决策方法。提出的方法能够确定多个候选井考虑不确定性，不完整信息以及所涉及的大量因素的最终决策优先级。建议的建模框架作为逐步过程，以融合具有组合效益的几种不同方法。采用分析层次处理（AHP）方法来构建因子框架。引入灰色理论以确定因素的影响力，并与模糊逻辑概念相结合，这些值用于排名候选井。现场应用表明，所提出的方法能够识别具有增强型生产潜力的井。

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  • 来源
    《Mathematical Problems in Engineering》 |2019年第19期|4084982.1-4084982.13|共13页
  • 作者

    Zeng Fanhui; Wang Dayong; Guo Jianchun; Zhang Shouren; Zhang Ping; Zhang Bing;

  • 作者单位

    Southwest Petr Univ State Key Lab Oil & Gas Reservoir Geol & Exploita POB 610500 Chengdu Sichuan Peoples R China;

    Southwest Petr Univ State Key Lab Oil & Gas Reservoir Geol & Exploita POB 610500 Chengdu Sichuan Peoples R China;

    Southwest Petr Univ State Key Lab Oil & Gas Reservoir Geol & Exploita POB 610500 Chengdu Sichuan Peoples R China;

    Zhonglian Coalbed Methane Co Ltd POB 100015 Beijing Peoples R China;

    Zhonglian Coalbed Methane Co Ltd POB 100015 Beijing Peoples R China;

    Zhonglian Coalbed Methane Co Ltd POB 100015 Beijing Peoples R China;

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