Artificial neural networks modeling of electrospinning of polyethylene oxide from aqueous acid acetic solution

Journal of Applied Polymer Science

Volumn 125, Issue 3, 2012, Pages 1910-1921

  Mirzaei, Esmaeil ^a   Amani, Amir ^a   Sarkar, Saeed ^a,b   Saber, Reza ^a,b   Mohammadyani, Dariush ^c   Faridi Majidi, Reza ^a,b  

^a TEHRAN UNIVERSITY OF MEDICAL SCIENCES   (Iran)

^b TEHRAN UNIVERSITY OF MEDICAL SCIENCES   (Iran)

^c MATERIALS AND ENERGY RESEARCH CENTER   (Iran)

Author keywords

artificial neural networks; electrospinning; nanofiber; PEO

Indexed keywords

ACETIC ACID CONCENTRATION; APPLIED VOLTAGES; AQUEOUS ACIDS; CORRELATION COEFFICIENT; CRITICAL POINTS; DATA SETS; ELECTROSPINNING PARAMETERS; INPUT VARIABLES; MEAN DIAMETER; NON-LINEAR RELATIONSHIPS; RANDOM VALUES; SHARP INCREASE;

ELECTROSPINNING; NEURAL NETWORKS; POLYETHYLENE OXIDES; POLYETHYLENES; RANDOM VARIABLES; THERMOPLASTICS; THREE DIMENSIONAL;

NANOFIBERS;

EID: 84860221592     PISSN: 00218995     EISSN: 10974628     Source Type: Journal    
DOI: 10.1002/app.36319     Document Type: Article

References (30)

1. Bhardwaj, N.,;, Kundu, S. C., Biotechnol Adv 2010, 28, 325.
2. Ziabari, M.,;, Mottaghitalab, V.,;, McGovern, S. T.,;, Haghi, A. K., Chin Phys Lett 2008, 25, 3071.
3. Sarkar, K.,;, Ghalia, M. B.,;, Wu, Z.,;, Bose, S. C., J Mater Process Technol 2009, 209, 3156.
4. Hohman, M. M.,;, Shin, M.,;, Rutledge, G.,;, Brenner, M. P., Phys Fluids 2001, 13, 2201.
5. Hohman, M. M.,;, Shin, M.,;, Rutledge, G.,;, Brenner, M. P., Phys Fluids 2001, 13, 2221.
6. McKee, M. G.,;, Wilkes, G. L.,;, Colby, R. H.,;, Long, T. E., Macromolecules 2004, 37, 1760.
7. Helgeson, M. E.,;, Wagner, N. J., AIChE J 2007, 53, 51.
8. Nateri, A. S.,;, Hasanzadeh, M., J Comput Theor Nanosci 2009, 6, 1542.
9. Itchhaporia, D.,;, Snow, P.,;, Almassy, R.,;, Oetgen, W., J Am Coll Cardiol 1996, 28, 515.
10. Griffith, L. G., Acta Mater 2000, 48, 263.
11. Yoshii, F.,;, Zhanshan, Y.,;, Isobe, K.,;, Shinozaki, K.,;, Makuuchi, K., Radiat Phys Chem 1999, 55, 133.
12. Sims, C. D.,;, Butler, P. E. M.,;, Casanova, R.,;, Lee, B. T.,;, Randolph, M. A.,;, Lee, W. P. A.,;, Vacanti, C. A.,;, Yaremchuk, M. J., Plast Reconstr Surg 1996, 98, 843.
13. Doshi, J.,;, Reneker, D. H., J Electrostat 1995, 35, 151.
14. Deitzel, J. M.,;, Kleinmeyer, J. D.,;, Hirvonen, J. K.,;, Beck Tan, N. C., Polymer 2001, 42, 8163.
15. Deitzel, J. M.,;, Kleinmeyer, J.,;, Harris, D.,;, Beck Tan, N. C., Polymer 2001, 42, 261.
16. Fong, H.,;, Chun, I.,;, Reneker, D. H., Polymer 1999, 40, 4585.
17. Wan, Y.-Q.,;, He, J.-H.,;, Yu, J.-Y.,;, Wu, Y., J Appl Polym Sci 2007, 103, 3840.
18. Son, W. K.,;, Youk, J. H.,;, Lee, T. S.,;, Park, W. H., Polymer 2004, 45, 2959.
19. Frenot, A.,;, Henriksson, M. W.,;, Walkenström, P., J Appl Polym Sci 2007, 103, 1473.
20. Bhattarai, N.,;, Edmondson, D.,;, Veiseh, O.,;, Matsen, F. A.,;, Zhang, M., Biomaterials 2005, 26, 6176.
21. Faridi-Majidi, R.,;, Sharifi-Sanjani, N.,;, Madani, M., J Nanosci Nanotechnol 2008, 8, 2627.
22. Amani, A.,;, York, P.,;, Chrystyn, H.,;, Clark, B. J.,;, Do, D. Q., Eur J Pharm Sci 2008, 35, 42.
23. Amani, A.,;, York, P.,;, Chrystyn, H.,;, Clark, B., Pharm Res 2010, 27, 37.
24. Mit-uppatham, C.,;, Nithitanakul, M.,;, Supaphol, P., Macromol Chem Phys 2004, 205, 2327.
25. Jarusuwannapoom, T.,;, Hongrojjanawiwat, W.,;, Jitjaicham, S.,;, Wannatong, L.,;, Nithitanakul, M.,;, Pattamaprom, C.,;, Koombhongse, P.,;, Rangkupan, R.,;, Supaphol, P., Eur Polym J 2005, 41, 409.
26. Lee, J. S.,;, Choi, K. H.,;, Ghim, H. D.,;, Kim, S. S.,;, Chun, D. H.,;, Kim, H. Y.,;, Lyoo, W. S., J Appl Polym Sci 2004, 93, 1638.
27. Demir, M. M.,;, Yilgor, I.,;, Yilgor, E.,;, Erman, B., Polymer 2002, 43, 3303.
28. Zhao, S.,;, Wu, X.,;, Wang, L.,;, Huang, Y., J Appl Polym Sci 2004, 91, 242.
29. Lee, K. H.,;, Kim, H. Y.,;, Bang, H. J.,;, Jung, Y. H.,;, Lee, S. G., Polymer 2003, 44, 4029.
30. Torres-Giner, S.,;, Ocio, M. J.,;, Lagaron, J. M., Eng Life Sci 2008, 8, 303.