Proxy modelling for rapid optimisation of miscible CO2-WAG injection in heterogeneous clastic reservoirs: A case study from Southern Iraqi oil fields

Jaber, A.K. and Awang, M.B. and Stephen, K.D. (2021) Proxy modelling for rapid optimisation of miscible CO2-WAG injection in heterogeneous clastic reservoirs: A case study from Southern Iraqi oil fields. International Journal of Oil, Gas and Coal Technology, 26 (3). pp. 263-280. ISSN 17533309

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Abstract

Multiple simulation runs are required to optimise and quantify uncertainty and sensitivity analysis to determine and rank the impact of reservoir and operating parameters on the incremental oil recovery (�RF) under miscible CO2-WAG flooding. The central composite design (CCD) was employed to create a statistical proxy model for �RF as a function of seven reservoir and operating parameters. Statistical analysis was employed to check the model adequacy. The importance and effect of variables that result to higher predicted �RF were investigated. As an analogue of the Nahr Umr reservoir, the reservoir understudy, the proxy model can be roughly applied to predict the �RF during the miscible CO2-WAG injection at depending on uncertainty. The reliability of the proxy model has been demonstrated based on many statistical tools. Copyright © 2021 Inderscience Enterprises Ltd.

Item Type: Article
Additional Information: cited By 2
Uncontrolled Keywords: Carbon dioxide; Oil well flooding; Reservoirs (water); Sensitivity analysis; Statistical mechanics; Uncertainty analysis, Central composite designs; Clastic reservoirs; Model adequacy; Oil recoveries; Operating parameters; Optimisations; Statistical tools; Uncertainty and sensitivity analysis, Oil fields
Depositing User: Mr Ahmad Suhairi UTP
Date Deposited: 10 Nov 2023 03:30
Last Modified: 10 Nov 2023 03:30
URI: https://khub.utp.edu.my/scholars/id/eprint/15847

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