... into genetic algorithm (GA) is then developed and employed to determine the optimum WAG production-injection parameters. Sensitivity analysis of the WAG parameters on the objective function is conducted and a field case is finally presented to demonstrate the successful application of the newly developed...

... Abstract This paper describes the application of a genetic algorithm to the development of a solvent-additive SAGD process. A review of related field projects and key simulation studies is provided, together with a discussion of the pros and cons of potential alkane solvents. Economics...

... artificial intelligence production optimization reservoir performance geostatistical technique upstream oil & gas displacement efficiency reservoir model genetic algorithm constraint flooding reservoir reservoir bottomhole pressure flow rate enhanced recovery producer oil...

... porosity steam chamber flow in porous media enhanced recovery injection reservoir simulation bulk permeability temperature response buffalo creek reservoir reservoir description genetic algorithm 1 PAPER 2007-154 A History Match of CSS Recovery in the Grosmont J. NOVAK, N. EDMUNDS, M. CIMOLAI...

... neural network proxy fuzzy inference system genetic algorithm fuzzy logic reservoir simulation 1 PAPER 2006-012 Applications of the Soft Computing in the Automated History Matching P. C. SILVA, C. MASCHIO, D. J. SCHIOZER DEP/FEM/UNICAMP This paper is to be presented at the Petroleum Society s 7th...

... data. In this paper, a mathematical model for transient rate analysis at variable flowing pressure is proposed, based on the principle of superposition. The hybrid approach combined genetic algorithm (GA) with convention nonlinear optimization is presented to estimate these parameters of the fractured...

... overburden artificial intelligence genetic algorithm machine learning reservoir simulation enhanced recovery injection pressure wellpair permeability 1 PAPER 2005-193 Optimization of Steam-Assisted Gravity Drainage in McMurray Reservoir I.D. GATES, N. CHAKRABARTY University of Calgary This paper...

... compared with the changes of critical properties of heavy components till the optimum critical properties are reached. A phase equilibria calculation of a gas-condensate system with Peng-Robinson equation of state was done by satisfying the condition of chemical equilibrium. A genetic algorithm was used...

... Abstract Two mathematical models that coupled with a simple Genetic Algorithm, (GA) which is one of the most common artificial intelligence techniques for optimization were developed to simulate both formation damage by geochemical and clay swelling processes and formation improvement...