State estimation of a large-scale system in the petroleumindustry: The ensemble Kalman filter for updating reservoirmodels

Geir Naevdal,Alberto Bianco,Alberto Cominelli,Laura Dovera,Rolf Johan Lorentzen,Brice Valles

IFAC Proceedings Volumes（2007）

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摘要

The ensemble Kalman filter is presented and it is shown how it is applied for updating models for fluid flow in oil reservoirs. A set of updated models are produced, which fit better to the available measurements and will be useful for further decision making.

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关键词

ensemble Kalman filter,reservoir simulation model,large-scale estimation

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