Fluvial facies reservoir productivity prediction method based on principal component analysis and artificial neural network

It is difficult to forecast the well productivity because of the complexity of vertical and horizontal developments in fluvial facies reservoir. This paper proposes a method based on Principal Component Analysis and Artificial Neural Network to predict well productivity of fluvial facies reservoir....

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Bibliographic Details
Main Authors: Pengyu Gao, Chong Jiang, Qin Huang, Hui Cai, Zhifeng Luo, Meijia Liu
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2016-03-01
Series:Petroleum
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405656116000092