Harmony search optimization applied to reservoir engineering assisted history matching

M Shams, ELB Ahmed, H Sayyouh - Petroleum Exploration and …, 2020 - Elsevier
Based on the analysis of characteristics and advantages of HSO (harmony search
optimization) algorithm, HSO was used in reservoir engineering assisted history matching of …

A novel assisted history matching workflow and its application in a full field reservoir simulation model

M Shams, A El-Banbi, H Sayyouh - Journal of Petroleum Science and …, 2019 - jpst.ripi.ir
The significant increase in using reservoir simulation models poses significant challenges in
the design and calibration of models. Moreover, conventional model calibration, history …

Data assimilation coupled to evolutionary algorithms—A case example in history matching

R Schulze-Riegert, M Krosche, O Pajonk… - SPE Reservoir …, 2009 - onepetro.org
Data assimilation techniques are on the verge of being employed in real field history
matching processes in a production environment. In a previous publication on" Stochastic …

[PDF][PDF] 和声搜索优化算法在油藏工程辅助历史拟合中的应用

M SHAMS, A EL-BANBI, H SAYYOUH - PETROLEUM EXPLORATION …, 2020 - cpedm.com
基于对和声搜索优化算法(HSO) 特点及其优越性的分析, 将其应用于埃及苏伊士湾Amal
油田Kareem 油藏油藏工程辅助历史拟合中. HSO 算法具有如下优越性: 对解空间探索和开发 …

History matching using hybrid parameterisation and optimisation methods

BR Al-Shamma, O Gosselin, PR King - SPE Europec featured at EAGE …, 2018 - onepetro.org
Reservoir models are commonly used in the oil and gas industry to predict reservoir
behaviour and forecast production in order to make important financial decision such as …

Hybrid optimization coupling EnKF and evolutionary algorithms for history matching: a case example

R Schulze-Riegert, M Krosche, O Pajonk - SPE Europec featured at …, 2009 - onepetro.org
This paper discusses a hybrid extension of the Ensemble Kalman Filter (EnKF) with
application to History Matching. The new approach combines the Ensemble Kalman Filter …

Enhancing Reservoir Understanding in Mature Fields: Adjoint-State Method Applied to a Semi-Synthetic Model

DD Awofodu, L Ganzer, H Almuallim - SPE Latin America and …, 2017 - onepetro.org
Abstract Model validation using available history data demands that the model reflects
relevant behaviour occurring in the subsurface. Reservoir models lacking in proper …

Multiscale wavelet analysis applied to localization of covariance estimates in EnKF

O Pajonk, R Schulze-Riegert, M Krosche… - ECMOR XII-12th …, 2010 - earthdoc.org
The ensemble Kalman filter (EnKF) has become very popular in the field of assisted history
matching for its appealing features. Nonetheless, problems can result from so-called …