메뉴 건너뛰기




Volumn 16, Issue 11, 2007, Pages 759-769

Solubility prediction for carbon dioxide in polymers by artificial neural network

Author keywords

Artificial neural network; Carbon dioxide; Polymer; Solubility

Indexed keywords

CARBON DIOXIDE; NEURAL NETWORKS; POLYPROPYLENES; SOLUBILITY;

EID: 38149085993     PISSN: 10261265     EISSN: 10261265     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (18)

References (27)
  • 1
    • 33644666111 scopus 로고    scopus 로고
    • Solubility of gases and vapors in glassy polymers modelled through non-equilibrium PHSC theory
    • Doghieri F., De Angelis M.G., Giacinti Baschetti M., Sarti G.C., Solubility of gases and vapors in glassy polymers modelled through non-equilibrium PHSC theory, Fluid Phase Equilibria, 241, 300-307, 2006.
    • (2006) Fluid Phase Equilibria , vol.241 , pp. 300-307
    • Doghieri, F.1    De Angelis, M.G.2    Giacinti Baschetti, M.3    Sarti, G.C.4
  • 2
    • 0035392120 scopus 로고    scopus 로고
    • Feng W., Wen H., Xu Z., Wang W., Perturbed hard-sphere-chain theory modeling of vapor-liquid equilibria of high concentration polymer and coploymer systems, Fluid Phase Equilibria, 183-184, 99-109, 2001.
    • Feng W., Wen H., Xu Z., Wang W., Perturbed hard-sphere-chain theory modeling of vapor-liquid equilibria of high concentration polymer and coploymer systems, Fluid Phase Equilibria, 183-184, 99-109, 2001.
  • 3
    • 0035888550 scopus 로고    scopus 로고
    • A perturbed Lennard-Jones chain equation of state for polymer mixtures: Applications to vapor-liquid and liquid-liquid equilibria
    • Lee Y.P., Rangaiah G.P., Chiew Y.C., A perturbed Lennard-Jones chain equation of state for polymer mixtures: Applications to vapor-liquid and liquid-liquid equilibria, Fluid Phase Equilibria, 189, 135-150, 2001.
    • (2001) Fluid Phase Equilibria , vol.189 , pp. 135-150
    • Lee, Y.P.1    Rangaiah, G.P.2    Chiew, Y.C.3
  • 4
    • 33746198732 scopus 로고    scopus 로고
    • Measurement of gas solubility and diffusivity in polylactide
    • Li G., Li H., Turng L.S., Gong S., Zhang C., Measurement of gas solubility and diffusivity in polylactide, Fluid Phase Equilibria, 246, 158-166, 2006.
    • (2006) Fluid Phase Equilibria , vol.246 , pp. 158-166
    • Li, G.1    Li, H.2    Turng, L.S.3    Gong, S.4    Zhang, C.5
  • 5
    • 17644422172 scopus 로고    scopus 로고
    • Interfacial properties of polystyrene in contact with carbon dioxide
    • Enders S., Kahl H., Winkelmann J., Interfacial properties of polystyrene in contact with carbon dioxide, Fluid Phase Equilibria, 228-229, 511-522, 2005.
    • (2005) Fluid Phase Equilibria , vol.228-229 , pp. 511-522
    • Enders, S.1    Kahl, H.2    Winkelmann, J.3
  • 6
    • 0034728249 scopus 로고    scopus 로고
    • Vapor-liquid equilibrium in polymer-solvent systems with a cubic equation of state
    • Louli V., Tassios D., Vapor-liquid equilibrium in polymer-solvent systems with a cubic equation of state, Fluid Phase Equilibria, 168, 165-182, 2000.
    • (2000) Fluid Phase Equilibria , vol.168 , pp. 165-182
    • Louli, V.1    Tassios, D.2
  • 7
    • 0031999023 scopus 로고    scopus 로고
    • Modeling of gas solubilities in polymers with cubic equation of state
    • Zhong C., Masuoka H., Modeling of gas solubilities in polymers with cubic equation of state, Fluid Phase Equilibria, 144, 49-57, 1998.
    • (1998) Fluid Phase Equilibria , vol.144 , pp. 49-57
    • Zhong, C.1    Masuoka, H.2
  • 8
    • 31344440102 scopus 로고    scopus 로고
    • Supercritical carbon dioxide as a green solvent for processing polymer melts: Processing aspects and applications
    • Nalawade S.P., Picchioni F., Janssen L.P.B.M., Supercritical carbon dioxide as a green solvent for processing polymer melts: Processing aspects and applications, Prog. Polym. Sci., 31, 19-43, 2006.
    • (2006) Prog. Polym. Sci , vol.31 , pp. 19-43
    • Nalawade, S.P.1    Picchioni, F.2    Janssen, L.P.B.M.3
  • 10
    • 0000533870 scopus 로고    scopus 로고
    • Solubility of carbon dioxide in polymers by the quartz crystal microbalance technique
    • Aubert J.H., Solubility of carbon dioxide in polymers by the quartz crystal microbalance technique, J. Supercrit. Fluids, 11, 163-172, 1998.
    • (1998) J. Supercrit. Fluids , vol.11 , pp. 163-172
    • Aubert, J.H.1
  • 11
    • 0033178139 scopus 로고    scopus 로고
    • Sato Y., Fujiwara K., Takikawa T., Sumarno, Takishima S., Masuoka H., Solubilities and diffusion coefficients of carbon dioxide and nitrogen in polypropylene, high-density polyethylene, and polystyrene under high pressures and temperatures, Fluid Phase Equilibria, 162, 261-276, 1999.
    • Sato Y., Fujiwara K., Takikawa T., Sumarno, Takishima S., Masuoka H., Solubilities and diffusion coefficients of carbon dioxide and nitrogen in polypropylene, high-density polyethylene, and polystyrene under high pressures and temperatures, Fluid Phase Equilibria, 162, 261-276, 1999.
  • 13
    • 23744500564 scopus 로고    scopus 로고
    • Estimation of vapour liquid equilibria of binary systems, carbon dioxide-ethyl caproate, ethyl caprylate and ethyl caprate using artificial neural networks
    • Mohanty S., Estimation of vapour liquid equilibria of binary systems, carbon dioxide-ethyl caproate, ethyl caprylate and ethyl caprate using artificial neural networks, Fluid Phase Equilibria, 235, 92-98, 2005.
    • (2005) Fluid Phase Equilibria , vol.235 , pp. 92-98
    • Mohanty, S.1
  • 14
    • 33244461286 scopus 로고    scopus 로고
    • Estimation of vapour liquid equilibria for the system carbon dioxide-difluoromethane using artificial neural networks
    • Mohanty S., Estimation of vapour liquid equilibria for the system carbon dioxide-difluoromethane using artificial neural networks, Int. J. Refrig., 29, 243-249, 2006.
    • (2006) Int. J. Refrig , vol.29 , pp. 243-249
    • Mohanty, S.1
  • 15
    • 19344373777 scopus 로고    scopus 로고
    • Solubility prediction of anthracene in binary and ternary solvents by artificial neural networks (ANNs)
    • Jouyban A., Majidi M.R., Jabbaribar F., AsadpourZeynali K., Solubility prediction of anthracene in binary and ternary solvents by artificial neural networks (ANNs), Fluid Phase Equilibria, 225, 133-139, 2004.
    • (2004) Fluid Phase Equilibria , vol.225 , pp. 133-139
    • Jouyban, A.1    Majidi, M.R.2    Jabbaribar, F.3    AsadpourZeynali, K.4
  • 16
    • 1342306639 scopus 로고    scopus 로고
    • 2O system with artificial neural network
    • 2O system with artificial neural network, J. Cryst. Growth, 264, 409-416, 2004.
    • (2004) J. Cryst. Growth , vol.264 , pp. 409-416
    • Zhang, X.1    Zhang, S.2    He, X.3
  • 17
    • 0041465731 scopus 로고    scopus 로고
    • Prediction of VLE data using radial basis function network
    • Ganguly S., Prediction of VLE data using radial basis function network, Comput. Chem. Eng., 27, 1445-1454, 2003.
    • (2003) Comput. Chem. Eng , vol.27 , pp. 1445-1454
    • Ganguly, S.1
  • 18
    • 0037374678 scopus 로고    scopus 로고
    • Modelling of complex liquid/vapour equilibria in the urea synthesis process with the use of artificial neural network
    • Piotrowski K., Piotrowski J., Schlesinger J., Modelling of complex liquid/vapour equilibria in the urea synthesis process with the use of artificial neural network, Chem. Eng. Process., 42, 285-289, 2003.
    • (2003) Chem. Eng. Process , vol.42 , pp. 285-289
    • Piotrowski, K.1    Piotrowski, J.2    Schlesinger, J.3
  • 19
    • 0037199085 scopus 로고    scopus 로고
    • Prediction of vapor-liquid equilibrium for binary systems containing HFEs by using artificial neural network
    • Urata S., Takada A., Murata J., Hiaki T., Sekiya A., Prediction of vapor-liquid equilibrium for binary systems containing HFEs by using artificial neural network, Fluid Phase Equilibria, 199, 63-78, 2002.
    • (2002) Fluid Phase Equilibria , vol.199 , pp. 63-78
    • Urata, S.1    Takada, A.2    Murata, J.3    Hiaki, T.4    Sekiya, A.5
  • 21
    • 33744790870 scopus 로고    scopus 로고
    • Modeling and prediction of activity coefficient ratio of electrolytes in aqueous electrolyte solution containing amino acids using artificial neural network
    • Dehghani M.R, Modarress H., Bakhshi A., Modeling and prediction of activity coefficient ratio of electrolytes in aqueous electrolyte solution containing amino acids using artificial neural network, Fluid Phase Equilibria, 244, 153-159, 2006.
    • (2006) Fluid Phase Equilibria , vol.244 , pp. 153-159
    • Dehghani, M.R.1    Modarress, H.2    Bakhshi, A.3
  • 22
    • 0000873069 scopus 로고
    • A method for solution of certain nonlinear problems in least squares quart
    • Levenberg K., A method for solution of certain nonlinear problems in least squares quart, Appl. Math., 2, 164-168, 1944.
    • (1944) Appl. Math , vol.2 , pp. 164-168
    • Levenberg, K.1
  • 23
    • 0000169232 scopus 로고
    • An algorithm for least-squares estimation of nonlinear parameters
    • Marquardt D.W., An algorithm for least-squares estimation of nonlinear parameters, J. Soc. Ind. Appl. Math., 11, 431-441, 1963.
    • (1963) J. Soc. Ind. Appl. Math , vol.11 , pp. 431-441
    • Marquardt, D.W.1
  • 25
    • 0034468309 scopus 로고    scopus 로고
    • Solubilities and diffusion coefficients of carbon dioxide in poly(vinyl acetate) and polystyrene
    • Sato Y., Takikawa T., Takishima S., Masuoka H., Solubilities and diffusion coefficients of carbon dioxide in poly(vinyl acetate) and polystyrene, J. Supercrit Fluids, 19, 187-198, 2001.
    • (2001) J. Supercrit Fluids , vol.19 , pp. 187-198
    • Sato, Y.1    Takikawa, T.2    Takishima, S.3    Masuoka, H.4
  • 27
    • 33847303526 scopus 로고    scopus 로고
    • Solubility, swelling degree and crystallinity of carbon dioxide-polypropylene system
    • Lei Z., Ohyabu H., Sato Y., Inomata H., Smith Jr. R.L., Solubility, swelling degree and crystallinity of carbon dioxide-polypropylene system, J. Supercrit. Fluids, 40, 452-461, 2007.
    • (2007) J. Supercrit. Fluids , vol.40 , pp. 452-461
    • Lei, Z.1    Ohyabu, H.2    Sato, Y.3    Inomata, H.4    Smith Jr., R.L.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.