An Efficient Approach for the Determination of Oil Production Rate During the Water-flooding Recovery Method

作者：Kamari A; Bahadori A; Mohammadi A H^*

来源：Petroleum Science and Technology, 2015, 33(11): 1208-1214.

DOI：10.1080/10916466.2015.1057595

• oil production rate
• water-flooding
• LSSVM
• CSA

In this work, a mathematical methodology namely, least square support vector machine (LSSVM) is implemented to predict the variation of oil production rate as a function of oil water viscosity ratio and water injection rate for water-flooding. Furthermore, the coupled simulated annealing (CSA) optimization technique is coupled with LSSVM to find the optimal architecture and parameters of the LSSVM. The obtained results demonstrate that the CSA-LSSVM estimations are in a satisfactory agreement with literature-reported data and the previously published correlation. Consequently, the R-2 and average absolute relative deviation of CSA-LSSVM model in testing phase are reported 0.979 and 8.15, respectively.

• 出版日期2015