Production Optimization under Uncertainty - Applied to Petroleum Production

被引:8
作者
Hanssen, Kristian G. [1 ]
Foss, Bjarne [1 ]
机构
[1] Norwegian Univ Sci & Technol, N-7034 Trondheim, Norway
来源
IFAC PAPERSONLINE | 2015年 / 48卷 / 08期
关键词
Production optimization; uncertainty; stochastic programming; optimal control;
D O I
10.1016/j.ifacol.2015.08.184
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A key challenge in production optimization is handling of model uncertainty. Traditionally, production optimization is done in a deterministic setting, ignoring the uncertainty. In this work, we formulate the problem a two-stage stochastic programming problem. The solution to the problem is a strategy for operating the wells, instead of a single setpoint obtained from the deterministic problem. This strategy is easy to follow for the operator. A synthetic case study shows how the proposed approach increases the expected oil production by 1.5 percent. (C) 2015, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:217 / 222
页数:6
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