Application of fuzzy comprehensive evaluation to evaluate the effect of water flooding development
Abstract Fuzzy comprehensive evaluation (FCE) is a synthetic appraisement method based on fuzzy mathematics, and evaluation result is practical and reliable, therefore, which is widely used in petroleum, construction and many other fields. This paper applies it to the evaluation of water flooding ef...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
SpringerOpen
2018-01-01
|
| Series: | Journal of Petroleum Exploration and Production Technology |
| Subjects: | |
| Online Access: | http://link.springer.com/article/10.1007/s13202-018-0430-y |
| _version_ | 1818026671090958336 |
|---|---|
| author | Ping Zhang Guoqing Feng |
| author_facet | Ping Zhang Guoqing Feng |
| author_sort | Ping Zhang |
| collection | DOAJ |
| description | Abstract Fuzzy comprehensive evaluation (FCE) is a synthetic appraisement method based on fuzzy mathematics, and evaluation result is practical and reliable, therefore, which is widely used in petroleum, construction and many other fields. This paper applies it to the evaluation of water flooding effect of oilfield. This paper introduces the principle of FCE method and the evaluation steps. The method is applied to the evaluation of water flooding development effect, which is helpful to improve the analysis level of oil and gas field development. Compared with the traditional method, this proposed method can reflect the difference of the evaluation units. Meanwhile, the weight vector is gotten by entropy method and analytic hierarchy process (AHP), which making the evaluation results more convincing. Taking W oilfield as an example, the ten factors (e.g., reserves controlled degree of water flooding, reserves producing degree of water flooding, recovery percent of recoverable reserves, water cut, water storage rate, oil recovery rate of residual recoverable reserves, cumulative water injection, maintenance of formation pressure, comprehensive decline rate, water flooding recovery) were evaluated by proposed FCE method. Then the membership matrix is established, and the weight vector is calculated by the entropy method and the AHP. Finally, the evaluation results of the two methods are obtained by fuzzy transformation and are consistent with the actual water flooding effect. Thus, the FEC method can be used as method to accurately evaluate the effect of oil field water flooding. |
| first_indexed | 2024-12-10T04:35:42Z |
| format | Article |
| id | doaj.art-be00efc4d1bf42d0af449c4104c3c914 |
| institution | Directory Open Access Journal |
| issn | 2190-0558 2190-0566 |
| language | English |
| last_indexed | 2024-12-10T04:35:42Z |
| publishDate | 2018-01-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | Journal of Petroleum Exploration and Production Technology |
| spelling | doaj.art-be00efc4d1bf42d0af449c4104c3c9142022-12-22T02:02:02ZengSpringerOpenJournal of Petroleum Exploration and Production Technology2190-05582190-05662018-01-01841455146310.1007/s13202-018-0430-yApplication of fuzzy comprehensive evaluation to evaluate the effect of water flooding developmentPing Zhang0Guoqing Feng1Key Laboratory of Oil and Gas Reservoir Geology and Exploitations, Southwest Petroleum UniversityKey Laboratory of Oil and Gas Reservoir Geology and Exploitations, Southwest Petroleum UniversityAbstract Fuzzy comprehensive evaluation (FCE) is a synthetic appraisement method based on fuzzy mathematics, and evaluation result is practical and reliable, therefore, which is widely used in petroleum, construction and many other fields. This paper applies it to the evaluation of water flooding effect of oilfield. This paper introduces the principle of FCE method and the evaluation steps. The method is applied to the evaluation of water flooding development effect, which is helpful to improve the analysis level of oil and gas field development. Compared with the traditional method, this proposed method can reflect the difference of the evaluation units. Meanwhile, the weight vector is gotten by entropy method and analytic hierarchy process (AHP), which making the evaluation results more convincing. Taking W oilfield as an example, the ten factors (e.g., reserves controlled degree of water flooding, reserves producing degree of water flooding, recovery percent of recoverable reserves, water cut, water storage rate, oil recovery rate of residual recoverable reserves, cumulative water injection, maintenance of formation pressure, comprehensive decline rate, water flooding recovery) were evaluated by proposed FCE method. Then the membership matrix is established, and the weight vector is calculated by the entropy method and the AHP. Finally, the evaluation results of the two methods are obtained by fuzzy transformation and are consistent with the actual water flooding effect. Thus, the FEC method can be used as method to accurately evaluate the effect of oil field water flooding.http://link.springer.com/article/10.1007/s13202-018-0430-yFuzzy comprehensive evaluation (FCE)Water flooding development effectEntropy methodAnalytic hierarchy process (AHP) |
| spellingShingle | Ping Zhang Guoqing Feng Application of fuzzy comprehensive evaluation to evaluate the effect of water flooding development Journal of Petroleum Exploration and Production Technology Fuzzy comprehensive evaluation (FCE) Water flooding development effect Entropy method Analytic hierarchy process (AHP) |
| title | Application of fuzzy comprehensive evaluation to evaluate the effect of water flooding development |
| title_full | Application of fuzzy comprehensive evaluation to evaluate the effect of water flooding development |
| title_fullStr | Application of fuzzy comprehensive evaluation to evaluate the effect of water flooding development |
| title_full_unstemmed | Application of fuzzy comprehensive evaluation to evaluate the effect of water flooding development |
| title_short | Application of fuzzy comprehensive evaluation to evaluate the effect of water flooding development |
| title_sort | application of fuzzy comprehensive evaluation to evaluate the effect of water flooding development |
| topic | Fuzzy comprehensive evaluation (FCE) Water flooding development effect Entropy method Analytic hierarchy process (AHP) |
| url | http://link.springer.com/article/10.1007/s13202-018-0430-y |
| work_keys_str_mv | AT pingzhang applicationoffuzzycomprehensiveevaluationtoevaluatetheeffectofwaterfloodingdevelopment AT guoqingfeng applicationoffuzzycomprehensiveevaluationtoevaluatetheeffectofwaterfloodingdevelopment |