| 基于向量机氮气泡沫辅助蒸汽吞吐注入参数优化 |
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| 引用本文： | 胡罡,李兆敏,李鹏华,张超.基于向量机氮气泡沫辅助蒸汽吞吐注入参数优化[J].辽宁石油化工大学学报,2011,31(1):5-8. |
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| 作者姓名： | 胡罡 李兆敏 李鹏华 张超 |
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| 作者单位： | 1.中石化胜利油田地质科学研究院,山东东营257015;2.中国石油大学(华东)石油工程学院,山东青岛266555;
3.中国石油与天然气勘探开发公司,北京100034 |
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| 摘 要： | 向量机方法可以在应用较少样本条件下,找到样本中各个变量之间的内在关系。应用向量机学习部
分拟定因素下氮气泡沫辅助蒸汽吞吐数模结果,归纳出多因素之间一般规律。通过学习得出的规律,优化各种应用
条件的注入参数。该方法操作简单,结论可靠。
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| 关 键 词： | 向量机 氮气泡沫 参数优化 |
| 收稿时间： | 2010-08-20 |
Optimized Nitrogen Assisting Steam Huff and Puff Injecting Parameters Based on SVM |
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| HU Gang,LI Zhao-min,LI Peng-hua,ZHANG Chao.Optimized Nitrogen Assisting Steam Huff and Puff Injecting Parameters Based on SVM[J].Journal of Liaoning University of Petroleum & Chemical Technology,2011,31(1):5-8. |
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| Authors: | HU Gang LI Zhao-min LI Peng-hua ZHANG Chao |
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| Affiliation: | HU Gang1,LI Zhao-min2,LI Peng-hua3,ZHANG Chao2(1.Geological Scientific Research Insititute of Shengli Oilfield,Sinopec,Dongying Shandong 257015,P.R.China,2.Petroleum University of China(East China),Qingdao Shandong 266555,3.China National Oil and Gas Exploration Development Corporation,Beijing 100034,P.R.China)Received 20 August 2010,revised 20 October 2010,accepted 5 November 2010 |
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| Abstract: | SVM can find intrinsic relation between each variable by using a few samples.Some numerical simulating results in prepared conditions by SVM were studied,and get common rules between those factors.Optimizing injecting parameters in each kind of application conditions by calling studied results.This method is easily operated and its result reliable. |
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| Keywords: | Vertor machine Nitrogen foam Parameters optmize |
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