Prediction of CO2 solubility in polymers by radial basis function artificial neural network based on chaotic self-adaptive particle swarm optimization and fuzzy clustering method

Chinese Journal of Chemistry

Volumn 31, Issue 12, 2013, Pages 1564-1572

  Wu, Yan ^a   Liu, Bingxiang ^a   Li, Mengshan ^a   Tang, Kezong ^a   Wu, Yubo ^a  

^a JINGDEZHEN CERAMIC INSTITUTE   (China)

Author keywords

artificial neural network; computational chemistry; particle Swarm optimization; polymers; solubility prediction

Indexed keywords

EID: 84890800827     PISSN: 1001604X     EISSN: 16147065     Source Type: Journal    
DOI: 10.1002/cjoc.201300550     Document Type: Article

References (53)

1. Eslamimanesh, A.,;, Gharagheizi, F.,;, Mohammadi, A. H.,;, Richon, D.,. Chem. Eng. Sci., 2011, 66, 3039.
2. Skerget, M.,;, Mandzuka, Z.,;, Aionicesei, E.,;, Knez, Z.,;, Jese, R.,;, Znoj, B.,;, Venturini, P.,. J. Supercrit. Fluid, 2010, 51, 306.
3. Liu, S.,;, Zhang, J.,;, Zhang, Y.,;, Qin, L.,. Acta Chim. Sinica, 2012, 70, 1511 (in Chinese).
4. Song, J. R.,;, Huang, Z. T.,;, Zheng, Q. Y.,. Chin. J. Chem., 2013, 31, 577 (in Chinese).
5. Wang, C. Y.,;, Zhao, X. Y.,;, Li, G.,. Chin. J. Chem., 2012, 30, 1555.
6. Nalawade, S. P.,;, Picchioni, F.,;, Janssen, L.,. Prog. Polym. Sci., 2006, 31, 19.
7. Sato, Y.,;, Fujiwara, K.,;, Takikawa, T.,;, Sumarno,;, Takishima, S.,;, Masuoka, H.,. Fluid Phase Equilibr., 1999, 162, 261.
8. Sato, Y.,;, Yurugi, M.,;, Fujiwara, K.,;, Takishima, S.,;, Masuoka, H.,. Fluid Phase Equilibr., 1996, 125, 129.
9. Zhang, Q.,;, Feng, X.,;, Long, H.,;, Suo, J.,;, Zhang, D.,;, Xu, L.,;, Xu, L.,. Acta Chim. Sinica, 2012, 70, 989 (in Chinese).
10. Tu, Y. Y.,;, Xu, X. X.,;, Qiu, F.,. Chin. J. Org. Chem., 2012, 32, 852 (in Chinese).
11. Gharagheizi, F.,;, Eslamimanesh, A.,;, Mohammadi, A. H.,;, Richon, D.,. Ind. Eng. Chem. Res., 2011, 50, 221.
12. Bakhbakhi, Y.,. Math. Comput. Mod., 2012, 55, 1932.
13. Huang, S. X.,;, Wang, Y.,;, Long, Y. Q.,. Chin. J. Org. Chem., 2012, 32, 877 (in Chinese).
14. Chen, J. M.,;, Lu, T. B.,. Chin. J. Chem., 2013, 31, 635.
15. Hong, Q. H.,;, Yu, R. P.,;, Zheng, R. W.,;, Wang, H.,;, Cheng, C. G.,. Chin. J. Chem., 2011, 29, 1024.
16. Khajeh, A.,;, Modarress, H.,;, Rezaee, B.,. Expert. Syst. Appl., 2009, 36, 5728.
17. Lashkarbolooki, M.,;, Vaferi, B.,;, Rahimpour, M. R.,. Fluid Phase Equilibr., 2011, 308, 35.
18. Mehdizadeh, B.,;, Movagharnejad, K.,. Fluid Phase Equilibr., 2011, 303, 40.
19. Pahlavanzadeh, H.,;, Nourani, S.,;, Saber, M.,. J. Chem. Thermodyn., 2011, 43, 1775.
20. Khajeh, A.,;, Modarress, H.,. Expert. Syst. Appl., 2010, 37, 3070.
21. Ahmadi, M. A.,. Fluid Phase Equilibr., 2012, 314, 46.
22. Xiang, W. J.,;, Gu, Y. Z.,;, Ge, D. Y.,. J. Comput., 2012, 7, 1116.
23. Niaki, S.,;, Nasaji, S. A.,. Int. J. Adv. Manuf. Tech., 2011, 56, 777.
24. Lazzus, J. A.,;, Ponce, A.,;, Chilla, L.,. Fluid Phase Equilibr., 2012, 317, 132.
25. Leung, S.,;, Tang, Y.,;, Wong, W. K.,. Expert. Syst. Appl., 2012, 39, 395.
26. Sedki, A.,;, Ouazar, D.,. Math. Model. Nat. Pheno., 2010, 5, 132.
27. Luo, J.,;, Lin, W.,;, Cai, X.,;, Li, J.,. Chin. J. Chem. Eng., 2012, 20, 950. (in Chinese)
28. Tabaraki, R.,;, Khayamian, T.,;, Ensafi, A. A.,. Dyes Pigments, 2007, 73, 230.
29. Qian, F.,;, Tao, L.,;, Sun, W.,;, Du, W.,. Ind. Eng. Chem. Res., 2011, 51, 3229.
30. Yin, F.,;, Mao, H.,;, Hua, L.,. Mater. Design, 2011, 32, 3457.
31. Zhang, Y. D.,;, Wu, L. A.,. Sensors, 2011, 11, 4721.
32. Liu, X. G.,;, Zhao, C. Y.,. Aiche J., 2012, 58, 1194.
33. Zhang, H.,;, Fernandez-Vargas, J. A.,;, Rangaiah, G. P.,;, Bonilla-Petriciolet, A.,;, Segovia-Hernandez, J. G.,. Fluid Phase Equilibr., 2011, 310, 129.
34. Zhang, H. B.,;, Kennedy, D. D.,;, Rangaiah, G. P.,;, Bonilla-Petriciolet, A.,. Fluid Phase Equilibr., 2011, 301, 33.
35. Bonilla-Petriciolet, A.,;, Segovia-Hernandez, J. G.,. Fluid Phase Equilibr., 2010, 289, 110.
36. Wang, H. S.,;, Wang, Y. N.,;, Wang, Y. C.,. Expert. Syst. Appl., 2013, 40, 418.
37. Lazzus, J. A.,. Fluid Phase Equilibr., 2010, 289, 176.
38. Li, M. S.,;, Huang, X. Y.,;, Liu, H. S.,;, Liu, B. X.,;, Wu, Y.,;, Xiong, A. H.,;, Dong, T. W.,. Fluid Phase Equilibr., 2013, 356, 11.
39. Li, M. S.,;, Huang, X. Y.,;, Liu, H. S.,;, Liu, B. X.,;, Wu, Y.,;, Ai, F. R.,. Acta Chim. Sinica, 2013, 71, 1053 (in Chinese).
40. Jiubao, L.,;, Xinggao, L.,. Neurocomputing, 2011, 74, 735.
41. Alexandridis, A.,;, Chondrodima, E.,;, Sarimveis, H.,. IEEE Trans. Neural Netw. Learn. Syst., 2013, 24, 219.
42. Abiyev, R. H.,. Neural Comput. Appl., 2011, 20, 249.
43. Hung, J. C.,. Appl. Soft Comput., 2013, 13, 315.
44. Li, M. W.,;, Hong, W. C.,;, Kang, H. G.,. Neurocomputing, 2013, 99, 230.
45. Gandomi, A. H.,;, Yun, G. J.,;, Yang, X. S.,;, Talatahari, S.,. Commun. Nonlinear Sci., 2013, 18, 327.
46. Sato, Y.,;, Takikawa, T.,;, Sorakubo, A.,;, Takishima, S.,;, Masuoka, H.,;, Imaizumi, M.,. Ind. Eng. Chem. Res., 2000, 39, 4813.
47. Khajeh, A.,;, Modarress, H.,;, Mohsen-Nia, M.,. Iran. Polym. J., 2007, 16, 759.
48. Lei, Z. G.,;, Ohyabu, H.,;, Sato, Y.,;, Inomata, H.,;, Smith, R. L.,. J. Supercrit. Fluid, 2007, 40, 452.
49. Li, D. C.,;, Liu, T.,;, Zhao, L.,;, Yuan, W. K.,. Ind. Eng. Chem. Res., 2009, 48, 7117.
50. Hilic, S.,;, Boyer, S.,;, Padua, A.,;, Grolier, J.,. J. Polym. Sci. B-Polym. Phys., 2001, 39, 2063.
51. Sato, Y.,;, Takikawa, T.,;, Takishima, S.,;, Masuoka, H.,. J. Supercrit. Fluid, 2001, 19, 187.
52. Newitt, D. M.,;, Weale, K. E.,. J. Chem. Soc., 1948, 1039, 1541.
53. Huang, Y.-A.,;, Li, W.-C.,;, Gao, X.-K., Matlab 7.0/Simulink 6.0 Application Instance Simulation and Efficient Algorithm Development, Tsinghua University Press, Beijing, 2008 (in Chinese).