Production optimization using derivative free methods applied to Brugge field case

Recently production optimization has achieved increasing attention in upstream petroleum industry. Here, we evaluate derivative free optimization methods for determination of the optimal production strategy using a numerical reservoir model which was prepared for a comparative study at the SPE Appli...

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Bibliographic Details
Published in:	Journal of petroleum science & engineering Vol. 114; pp. 22 - 37
Main Authors:	Asadollahi, Masoud, Nævdal, Geir, Dadashpour, Mohsen, Kleppe, Jon
Format:	Journal Article
Language:	English
Published:	Oxford Elsevier B.V 01.02.2014 Elsevier
Subjects:	Algorithms Applied sciences Crude oil Crude oil, natural gas and petroleum products Derivatives Energy Exact sciences and technology Fuels Generalized pattern search Hooke–Jeeves Line-search derivative-free Mathematical analysis Mathematical models Nelder–Mead Optimization Pattern search Performance ranking method Quadratic programming Sequential quadratic programming Waterflooding optimization STB HJ Performance ranking method Nelder–Mead SPE WCT BHP GPS SPSA TNO Sequential quadratic programming NPV GA QP Hooke–Jeeves USD Line-search derivative-free LSDF BOBYQA IOR PSO Generalized pattern search SQP Waterflooding optimization NM Nelder―Mead Hooke―jeeves Performance Generalized Optimization
ISSN:	0920-4105, 1873-4715
Online Access:	Get full text
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