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  1. Journal of the Brazilian Society of Mechanical Sciences and Engineering
  2. Journal of the Brazilian Society of Mechanical Sciences and Engineering : Volume 36
  3. Journal of the Brazilian Society of Mechanical Sciences and Engineering : Volume 36, Issue 4, October 2014
  4. Automatic history matching considering surrogate-based optimization and Karhunen–Loève expansions
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Journal of the Brazilian Society of Mechanical Sciences and Engineering : Volume 40
Journal of the Brazilian Society of Mechanical Sciences and Engineering : Volume 39
Journal of the Brazilian Society of Mechanical Sciences and Engineering : Volume 38
Journal of the Brazilian Society of Mechanical Sciences and Engineering : Volume 37
Journal of the Brazilian Society of Mechanical Sciences and Engineering : Volume 36
Journal of the Brazilian Society of Mechanical Sciences and Engineering : Volume 36, Issue 4, October 2014
Numerical simulation of pulverized wet coal combustion using detailed chemical kinetics
Analysis of syngas formation and ecological efficiency for the system of treating biomass waste and other solid fuels with CO$_{2}$ recuperation based on integrated gasification combined cycle with diesel engine
Mixed convective peristaltic transport in a vertical channel with Robin’s condition
Determining of the hydrodynamic forces on the multi-hull tunnel vessel in steady motion
Three-dimensional finite element method for rotating disk flows
The feedback effect caused by bed load on a turbulent liquid flow
A comparison of Fourier pseudospectral method and finite volume method used to solve the Burgers equation
Numerical and experimental study of a jet in a crossflow for different velocity ratio
Influence of the cutting edge micro-geometry of PCBN tools on the flank wear in orthogonal quenched and tempered turning M2 steel
Correlating tool wear, surface roughness and corrosion resistance in the turning process of super duplex stainless steel
Influence of the manufacturing process in performance concerning wear of total hip prostheses
Experimental investigation of hole quality during reaming applications using multi-blade tools
Investigations into the surface quality and micro-hardness in the ultrasonic machining of titanium (ASTM GRADE-1)
Numerical investigation of the heat transfer enhancement using various viscosity models in chamber filled with water–CuO nanofluid
Numerical simulation of filling process of natural gas onboard vehicle cylinder ( Journal of the Brazilian Society of Mechanical Sciences and Engineering , Volume 36 , Issue 4 )
Modeling heat transfer with micro-scale natural convection in fibrous insulation
An integration of TRIZ and the systematic approach of Pahl and Beitz for innovative conceptual design process
DTW: a design method for designing robot end-effectors
Orthotropic material models for the nonlinear analysis of structural membranes
A method for reduction of uncertainties in reservoir model using observed data: application to a complex case
Automatic history matching considering surrogate-based optimization and Karhunen–Loève expansions
Torque for an electromechanical integrated harmonic piezodrive system
Effect of interfacial powder on mechanical properties of composites under dynamic tests
Non-Newtonian nanofluid free convection flow subject to mixed thermal boundary conditions about a vertical cone
Journal of the Brazilian Society of Mechanical Sciences and Engineering : Volume 36, Issue 3, May 2014
Journal of the Brazilian Society of Mechanical Sciences and Engineering : Volume 36, Issue 2, February 2014
Journal of the Brazilian Society of Mechanical Sciences and Engineering : Volume 36, Issue 1, January 2014
Journal of the Brazilian Society of Mechanical Sciences and Engineering : Volume 35

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Automatic history matching considering surrogate-based optimization and Karhunen–Loève expansions

Content Provider SpringerLink
Author Willmersdorf, Ramiro B. Horowitz, Bernardo Lira, José Dásio Afonso, Silvana M. B.
Copyright Year 2014
Abstract In oil reservoir engineering one stage of great interest is the production history matching process, in which the numerical model is adjusted to reproduce the observed field production. The objective is to find the model parameters which minimize the difference between calculated and observed fluid production rates. However, the consideration of the rock properties along every cell of the numerical model that represents the reservoir as design variables would lead to an unfeasible large number of variables and consequently, a very difficult problem to be solved. To overcome that, we will assume that the permeability field will be stochastic and represented by a spectral decomposition through the Karhunen–Loève expansion (KLE). In this work both linear and nonlinear forms for KLE expansions will be investigated. The mathematical formulation of this problems leads to nonsmooth and high-cost objective functions leading to a difficult problem to be tackled. To overcome that, surrogate models are built and incorporated in a sequential optimization strategy. Results are presented and the potential of the developed tool is discussed.
Starting Page 919
Ending Page 928
Page Count 10
File Format PDF
ISSN 16785878
Journal Journal of the Brazilian Society of Mechanical Sciences and Engineering
Volume Number 36
Issue Number 4
e-ISSN 18063691
Language English
Publisher Springer Berlin Heidelberg
Publisher Date 2014-01-19
Publisher Place Berlin, Heidelberg
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword History matching Reservoir simulation Karhunen–Loève Surrogate models Mechanical Engineering Optimization
Content Type Text
Resource Type Article
Subject Applied Mathematics Industrial and Manufacturing Engineering Automotive Engineering Mechanical Engineering Aerospace Engineering
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