会议专题

The Effect Prediction of Profile Control Measures with the SVM

Aiming at the drawbacks of numerical simulation in the effect prediction of profile control, and by using the support vector machine method, this paper studies and predicts the 32 wells samples of DONGXIN block,on which the profile control is carried out.And in a reasonable range,the samples density of some factors is locally refined and the critical value of the factor is discussed.It is indicated that the results predicted with SVM method match the actual data very well.Compared with the results of numerical simulation,the precision of SVM is higher than that of reservoir numerical simulation.

Support Vector Machine(SVM) profile control effect prediction

Shi-bao Yuan Li Wang Hai-yan Jiang

College of Marine Earth Science Ocean University of China Qingdao, China Huayou Industrial corp.of Liaohe Oilfield Company Panjin,China,124010 University of Petroleum, East China Dongying, Shandong province, 257061

国际会议

2009 Second International Conference on Intelligent Computation Technology and Automation(2009 第二届IEEE智能计算与自动化国际会议 ICICTA 2009)

长沙

英文

915-917

2009-10-10(万方平台首次上网日期,不代表论文的发表时间)