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Method of a Fuzzy Cluster Analysis to Evaluate Microbial Enhanced Oil Recovery

机译:评估微生物强化采油量的模糊聚类分析方法

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摘要

Fuzzy clustering analysis is a widely used fuzzy mathematics method ,which could be applied in various fields. Based on the fuzzy set theory, application of fuzzy clustering analysis in microbial enhanced oil recovery (MEOR) was studied. At first, strains which had ability to produce biosurfactant were selected as part of the statistical indicators. Then data were corrected and standardized by empirical formula. Similarity matrix was established with angle cosine. After that, clustering analysis was made and evaluated by Transitive Closure. Finally, the strain which had the best adaptability to the oilfield conditions was chosen by fuzzy cluster analysis. And so the optimal choice mechanism was established.
机译:模糊聚类分析是一种广泛使用的模糊数学方法,可以应用于各个领域。基于模糊集理论,研究了模糊聚类分析在微生物强化采油中的应用。首先,选择具有生产生物表面活性剂能力的菌株作为统计指标的一部分。然后通过经验公式对数据进行校正和标准化。用角余弦建立相似矩阵。之后,进行聚类分析,并通过传递闭包进行评估。最后,通过模糊聚类分析,选择了对油田条件适应性最强的应变。从而建立了最优选择机制。

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