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
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)