New approach for prediction of asphaltene precipitation due to natural depletion by using evolutionary algorithm concept

[1]  J. Nash,et al.  River flow forecasting through conceptual models part I — A discussion of principles☆ , 1970 .

[2]  J. W. Bunger,et al.  Ion-exchange, coordination, and adsorption chromatographic separation of heavy-end petroleum distillates , 1972 .

[3]  J. G. Meijer,et al.  Influence of Temperature and Pressure on Asphaltene Flocculation , 1984 .

[4]  Kurt Hornik,et al.  Multilayer feedforward networks are universal approximators , 1989, Neural Networks.

[5]  Kurt Hornik,et al.  Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks , 1990, Neural Networks.

[6]  G. A. Mansoori,et al.  Organic deposition from reservoir fluids : a thermodynamic predictive technique , 1991 .

[7]  Russell Reed,et al.  Pruning algorithms-a survey , 1993, IEEE Trans. Neural Networks.

[8]  L. X. Nghiem,et al.  Efficient Modelling of Asphaltene Precipitation , 1993 .

[9]  Russell C. Eberhart,et al.  A new optimizer using particle swarm theory , 1995, MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science.

[10]  R. W. Dobbins,et al.  Computational intelligence PC tools , 1996 .

[11]  Kosta J. Leontaritis PARA-Based (Paraffin-Aromatic-Resin-Asphaltene) Reservoir Oil Characterizations , 1997 .

[12]  G. Ali Mansoori,et al.  In Situ Remediation of Heavy Organic Deposits Using Aromatic Solvents , 1997 .

[13]  G. Ali Mansoori,et al.  Modeling of asphaltene and other heavy organic depositions , 1997 .

[14]  Long X. Nghiem,et al.  Modelling Asphaltene Precipitation During Primary Depletion , 1997 .

[15]  Yue Shi,et al.  A modified particle swarm optimizer , 1998, 1998 IEEE International Conference on Evolutionary Computation Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98TH8360).

[16]  L. Nghiem,et al.  Compositional Simulation of Asphaltene Deposition and Plugging , 1998 .

[17]  Sam Huang,et al.  Asphaltene Deposition During CO2 Flooding , 1999 .

[18]  Huanquan Pan,et al.  Thermodynamic Micellization Model for Asphaltene Precipitation from Reservoir Crudes at High Pressures and Temperatures , 2000 .

[19]  César Hervás-Martínez,et al.  COVNET: a cooperative coevolutionary model for evolving artificial neural networks , 2003, IEEE Trans. Neural Networks.

[20]  Paulin Coulibaly,et al.  Nonstationary hydrological time series forecasting using nonlinear dynamic methods , 2005 .

[21]  Luiz Carlos Rocha Junior,et al.  Inhibition of asphaltene precipitation in Brazilian crude oils using new oil soluble amphiphiles , 2006 .

[22]  M. Vafaie-Sefti,et al.  Application of association theory to the prediction of asphaltene deposition: Deposition due to natural depletion and miscible gas injection processes in petroleum reservoirs , 2006 .

[23]  Xilong Qu,et al.  Parallel Genetic Algorithm Model Based on AHP and Neural Networks for Enterprise Comprehensive Business , 2008, 2008 International Conference on Intelligent Information Hiding and Multimedia Signal Processing.

[24]  Gholamreza Zahedi,et al.  Prediction of asphaltene precipitation in crude oil , 2009 .

[25]  Ali Abedini,et al.  Application of Neural Network Model for Prediction of Asphaltene Precipitation , 2010 .

[26]  M. Ghazanfari,et al.  Modeling and Optimization of Asphaltene Deposition in Porous Media Using Genetic Algorithm Technique , 2010 .

[27]  Riyaz Kharrat,et al.  Asphaltene Precipitation Study During Natural Depletion At Reservoir Conditions , 2010 .

[28]  M. Ahmadi Prediction of asphaltene precipitation using artificial neural network optimized by imperialist competitive algorithm , 2011 .

[29]  Davood Rashtchian,et al.  Comprehensive Study of Asphaltene Precipitation due to Gas Injection: Experimental Investigation and Modeling , 2011 .

[30]  Mohammad Ali Ahmadi,et al.  RETRACTED ARTICLE: Combining artificial neural network and unified particle swarm optimization for oil flow rate prediction: case study , 2012, Neural Computing and Applications.

[31]  M. Ahmadi Neural network based unified particle swarm optimization for prediction of asphaltene precipitation , 2012 .

[32]  Mohammad Ali Ahmadi,et al.  RETRACTED ARTICLE: Prediction of asphaltene precipitation by using hybrid genetic algorithm and particle swarm optimization and neural network , 2012, Neural computing & applications (Print).

[33]  Sohrab Zendehboudi,et al.  Prediction of Condensate-to-Gas Ratio for Retrograde Gas Condensate Reservoirs Using Artificial Neural Network with Particle Swarm Optimization , 2012 .

[34]  Ali Elkamel,et al.  Reservoir permeability prediction by neural networks combined with hybrid genetic algorithm and particle swarm optimization , 2013 .