Distributed parameter and state estimation in petroleum reservoirs

DOI10.1016/j.compfluid.2010.10.003zbMath1431.76014OpenAlexW2084707906MaRDI QIDQ536663

Yan Chen, Hemant A. Phale, Dean S. Oliver, Yan-Fen Zhang

Publication date: 19 May 2011

Published in: Computers and Fluids (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.compfluid.2010.10.003

zbMATH Keywords

data assimilationhistory matchingconstrained EnKFpetroleum reservoirregularization of Kalman gain

Mathematics Subject Classification ID

Stochastic analysis applied to problems in fluid mechanics (76M35) Geostatistics (86A32) Proceedings, conferences, collections, etc. pertaining to fluid mechanics (76-06) Potentials, prospecting (86A20)

Related Items (5)

Estimation of relative permeability and capillary pressure for tight formations by assimilating field production data ⋮ A hierarchical Bayes ensemble Kalman filter ⋮ Filtering with state space localized Kalman gain ⋮ Consensus information filtering for large-scale systems with application to heat conduction process ⋮ Metropolized Randomized Maximum Likelihood for Improved Sampling from Multimodal Distributions

Cites Work

• Cross-covariances and localization for EnKF in multiphase flow data assimilation
• Improving the ensemble estimate of the Kalman gain by bootstrap sampling
• Covariance regularization by thresholding
• Exploring the need for localization in ensemble data assimilation using a hierarchical ensemble filter
• An Algorithm for Least-Squares Estimation of Nonlinear Parameters

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