مدل سازی سیستم های تعادلی بخار- مایع و مایع - مایع با استفاده از مدل های ترمودینامیکی، ساختارهای فازی و شبکه های عصبی نوع GMDH

[1] Englezos, P., Kalogerakis, N., and Bishnoi, P.R. (1990) “Simultaneous regression of binary VLE and VLLE data”. Fluid phase equilibria, Vol.61, pp.1-15.

[2] Bollas, G.M., Barton, P.I., and Mitsos, A. (2009) “Bilevel optimization formulation for parameter estimation in vapor–liquid (–liquid) phase equilibrium problems”. Chemical Engineering Science, Vol.64, pp.1768-1783.

[3], Costa, A., da Silva, F., and Pessoa, F. (2000) “Parameter estimation of thermodynamic models for high-pressure systems employing a stochastic method of global optimization”. Brazilian Journal of Chemical Engineering, Vol.17, pp.349-354.

[4] Steyer, F. and Sundmacher, K. (2005) “VLE and LLE data set for the system cyclohexane+ cyclohexene+ water+ cyclohexanol+ formic acid+ formic acid cyclohexyl ester”. Journal of Chemical & Engineering Data, Vol.50, pp.1277-1282.

[5] Holland, J.H. (1992) “Genetic algorithms”. Scientific american, Vol.267, pp.66-72.

[6] Holland, J.H., (1973) “Genetic algorithms and the optimal allocation of trials”. SIAM Journal on Computing, Vol.2, pp.88-105.

[7] Silva, C. and Biscaia, E. (2003) “Genetic algorithm development for multi-objective optimization of batch free-radical polymerization reactors”. Computers & Chemical Engineering, Vol.27, pp.1329-1344.

[8] Kasat, R.B. and Gupta, S.K. (2003) “Multi-objective optimization of an industrial fluidized-bed catalytic cracking unit (FCCU) using genetic algorithm (GA) with the jumping genes operator”. Computers & Chemical Engineering, Vol.27, pp.1785-1800.

[9] Beasley, D., Martin, R., and Bull, D. (1993) “An overview of genetic algorithms: Part 1. Fundamentals”. University computing, Vol.15, pp.58-58.

[10] Alvarez, V., et al. (2008) “Parameter estimation for VLE calculation by global minimization: the genetic algorithm”. Brazilian Journal of Chemical Engineering, Vol.25, pp.409-418.

[11 Wisniak, J., Fishman, E., and Shaulitch, R. (1998) “Phase equilibria in the systems oxolane+ octane and methyl 1, 1-dimethylethyl ether+ hex-1-ene”. Journal of Chemical & Engineering Data, Vol.43, pp.304-306.

[12] Coto, B., Pando, C., and Renuncio, J.A. (2000) “Prediction of phase equilibria for binary and ternary mixtures involving tert-butyl methyl ether and tert-amyl methyl ether”. Industrial & engineering chemistry research, Vol.39, pp.767-774

[13 Ghanadzadeh, H., et al. (2010) “(Liquid+ liquid) equilibria for ternary mixtures of (water+ propionic acid+ organic solvent) at T= 303.2 K”. The Journal of Chemical Thermodynamics, Vol.42, pp.267-273.

[14], Renon, H. and Prausnitz, J.M. (1968) “Local compositions in thermodynamic excess functions for liquid mixtures”. AIChE journal, Vol.14, pp.135-144.

[15 Abrams, D.S. and Prausnitz, J.M. (1975) “Statistical thermodynamics of liquid mixtures: a new expression for the excess Gibbs energy of partly or completely miscible systems”. AIChE Journal, Vol.21, pp.116-128.

[16] Ketabchi, S., et al. (2010) “Estimation of VLE of binary systems (tert-butanol+ 2-ethyl-1-hexanol) and (n-butanol+ 2-ethyl-1-hexanol) using GMDH-type neural network”. The Journal of Chemical Thermodynamics, Vol.42, pp.1352-1355.

[17] Ghanadzadeh, H., Ganji, M., and Fallahi, S. (2012) “Mathematical model of liquid–liquid equilibrium for a ternary system using the GMDH-type neural network and genetic algorithm”. Applied Mathematical Modelling, Vol.36, pp.4096-4105.

[18] Murti, P. and Van Winkle, M. (1958) “Vapor-liquid equilibria for binary systems of methanol, ethyl alcohol, 1-propanol, and 2-propanol with ethyl acetate and 1-propanol-water”. Industrial & Engineering Chemistry Chemical and Engineering Data Series, Vol.3, pp.72-81.

[19] Ghanadzadeh, H., Taki, T. (2016) “liquid-liquid extraction of ethylene glycol from an aqueous solution”. 17th International Symposium on Solubility phenomena and related Equilibrium processes, Geneva, Swiss, July   24-29.

[20] Ivakhnenko, A. and Ivakhnenko, G. (1995) “The review of problems solvable by algorithms of the group method of data handling

(GMDH)”. Pattern Recognition And Image Analysis C.C Of Raspoznavaniye Obrazov I Analiz Izobrazhenii, Vol.5, pp.527-535.

[21] Nariman-Zadeh, N. and Jamali, A. Pareto genetic design of GMDH-type neural networks for nonlinear systems. in Proceedings of the International Workshop on Inductive Modelling, Czech Technical University, Prague, Czech Republic. 2007. Citeseer.

[22] Zadeh, L.A. (1965) “Fuzzy sets”. Information and control, Vol.8, pp.338-353.

[23] Jang, J.-S. (1993) “ANFIS: adaptive-network-based fuzzy inference system”. IEEE transactions on systems, man, and cybernetics, Vol.23, pp.665-685.

[24] Jamali, A., et al. Robust Pareto design of ANFIS networks for nonlinear systems with probabilistic uncertainties. in Innovations in Intelligent Systems and Applications (INISTA), 2011 International Symposium on. 2011. IEEE.