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Determination of oil well production performance using artificial neural network (ANN) linked to the particle swarm optimization (PSO) tool
Petroleum Research
2015年 1卷 第2期
阅读：125
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Authors
Mohammad Ali Ahmadi
Reza Soleimani
Moonyong Lee
Tomoaki Kashiwao
Alireza Bahadori
Abstract
Greater complexity is involved in the transient pressure analysis of horizontal oil wells in contrast to vertical wells, as the horizontal wells are considered entirely horizontal and parallel with the top and underneath boundaries of the oil reserve. Therefore, there is an essential need to estimate productivity of horizontal wells accurately to examine the effectiveness of a horizontal well in terms of technical and economic prospects.
Keywords:
Well productivity;
Drainage area;
Skin factor;
Least square Support vector machine;
Hybrid connectionist model;
Particle swarm optimization;
DOI
https://doi.org/10.1016/j.petlm.2015.06.004
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