文章基本信息

标题：Production Optimization under Uncertainty - Applied to Petroleum Production
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作者：Kristian G. Hanssen ; Bjarne Foss
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2015
卷号：48
期号：8
页码：217-222
DOI：10.1016/j.ifacol.2015.08.184
语种：English
出版社：Elsevier
摘要：AbstractA 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 as 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.
关键词：KeywordsProduction optimizationuncertaintystochastic programmingoptimal control