Nonoxidative conversion of methane in a dielectric barrier discharge reactor: Prediction of reaction performance based on neural network model

Journal of Physical Chemistry C

Volumn 118, Issue 20, 2014, Pages 10686-10693

  Liu, S Y ^a   Mei, D H ^a   Shen, Z ^a   Tu, X ^a  

^a UNIVERSITY OF LIVERPOOL   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ATMOSPHERIC PRESSURE; CHEMICAL REACTIONS; DIELECTRIC DEVICES; ENERGY EFFICIENCY; FLOW CONTROL; FORECASTING; METHANE; NEURAL NETWORKS; PLASMA THEORY;

BACK PROPAGATION ARTIFICIAL NEURAL NETWORK (BPANN); DIELECTRIC BARRIER DISCHARGE REACTORS; EXCITATION FREQUENCY; HIGHER HYDROCARBONS; NEURAL NETWORK MODEL; NON-OXIDATIVE CONVERSION; NON-OXIDATIVE COUPLING; REACTION PERFORMANCE;

ELECTRIC DISCHARGES;

EID: 84901318545     PISSN: 19327447     EISSN: 19327455     Source Type: Journal    
DOI: 10.1021/jp502557s     Document Type: Article

References (43)

1. Gallon, H. J. Ph.D. Dissertation, The University of Manchester, Manchester, U.K., 2010.
2. Intergovernmental Panel on Climate Change. http://www.ipcc.ch.
3. Abbas, H. F.; Wan Daud, W. M. A. Int. J. Hydrogen Energy 2010, 35, 1160-1190
4. Hu, Y. H.; Ruckenstein, E. Adv. Catal. 2004, 48, 297-345
5. Yuliati, L.; Yoshida, H. Chem. Soc. Rev. 2008, 37, 1592-1602
6. Mizuno, A. Catal. Today 2013, 211, 2-8
7. Chen, H. L.; Lee, H. M.; Chen, S. H.; Chao, Y.; Chang, M. B. Appl. Catal., B 2008, 85, 1-9
8. Tao, X. M.; Bai, M. G.; Li, X.; Long, H. L.; Shang, S. Y.; Ying, Y. X.; Dai, X. Y. Prog. Energy Combust. Sci. 2011, 37, 113-124
9. Tu, X.; Gallon, H. J.; Twigg, M. V.; Gorry, P. A.; Whitehead, J. C. J. Phys. D: Appl. Phys. 2011, 44, 274007
10. Tu, X.; Whitehead, J. C. Appl. Catal., B 2012, 125, 439-448
11. Gallon, H. J.; Tu, X.; Whitehead, J. C. Plasma Process Polym. 2012, 9, 90-97
12. Rueangjitt, N.; Sreethawong, T.; Chavadej, S.; Sekiguchic, H. Chem. Eng. J. (Amsterdam, Neth.) 2009, 155, 874-880
13. Zou, J. J.; Zhang, Y. P.; Liu, C. J.; Li, Y.; Eliasson, B. Plasma Chem. Plasma Process. 2003, 23, 69-82
14. Li, X. S.; Lin, C. K.; Shi, C.; Xu, Y.; Wang, Y. N.; Zhu, A. M. J. Phys. D: Appl. Phys. 2008, 41, 175203
15. Gallon, H. J.; Tu, X.; Twigg, M. V.; Whitehead, J. C. Appl. Catal., B 2011, 106, 616-620
16. Chun, Y. N.; Yang, Y. C.; Yoshikawa, K. Catal. Today 2009, 148, 283-289
17. Tu, X.; Gallon, H. J.; Whitehead, J. C. J. Phys. D: Appl. Phys. 2011, 44, 482003
18. Tu, X.; Gallon, H. J.; Whitehead, J. C. Catal. Today 2013, 211, 120-125
19. Tu, X.; Verheyde, B.; Corthals, S.; Paulussen, S.; Sels, B. F. Phys. Plasmas 2011, 18, 080702
20. Paulussen, S.; Verheyde, B.; Tu, X.; De Bie, C.; Martens, T.; Petrovic, D.; Bogaerts, A.; Sels, B. F. Plasma Sources Sci. Technol. 2010, 19, 034015
21. Liu, C. J.; Mallinson, R.; Lobban, L. J. Catal. 1998, 179, 326-334
22. Liu, C. J.; Marafee, A.; Lobban, L. Appl. Catal., A 1999, 178, 17-27
23. Yang, Y. Plasma Chem. Plasma Process. 2003, 23, 327-346
24. Ghorbanzadeh, A. M.; Matin, N. S. Plasma Chem. Plasma Process. 2005, 25, 19-29
25. Matin, N. S.; Savadkoohi, H. A.; Feizabadi, S. Y. Plasma Chem. Plasma Process. 2008, 28, 189-202
26. Yao, S. L.; Suzuki, E.; Meng, N.; Nakayama, A. Plasma Chem. Plasma Process. 2002, 22, 225-237
27. Kado, S.; Urasaki, K.; Sekine, Y.; Fujimoto, K.; Nozaki, T.; Okazaki, K. Fuel 2003, 82, 2291-2297
28. Zhao, G. B.; John, S.; Zhang, J. J.; Wang, L. N.; Muknahallipatna, S.; Hamann, J. C.; Ackerman, J. F.; Argyle, M. D.; Plumb, O. A. Chem. Eng. J. (Amsterdam, Neth.) 2006, 125, 67-79
29. Indarto, A.; Choi, J. W.; Lee, H.; Song, H. K. Energy 2006, 31, 2986-2955
30. Xu, C.; Tu, X. J. Energy Chem. 2013, 22, 420-425
31. Jo, S. K.; Lee, D. H.; Kang, W. S.; Song, Y. H. Phys. Plasmas 2013, 20, 123507
32. Jo, S. K.; Lee, D. H.; Kang, W. S.; Song, Y. H. Phys. Plasmas 2013, 20, 083509
33. Wang, B. W.; Yan, W. J.; Ge, W. J.; Duan, X. F. Chem. Eng. J. (Amsterdam, Neth.) 2013, 234, 354-360
34. Yao, S. L.; Nakayama, A.; Suzuki, E. AIChE J. 2001, 47, 419-426
35. Aerts, R.; Tu, X.; Van Gaens, W.; Whitehead, J. C.; Bogaerts, A. Environ. Sci. Technol. 2013, 47, 6478-6485
36. De Bie, C.; Verheyde, B.; Marten, T.; van Dijk, J.; Paulussen, S.; Bogaerts, A. Plasma Processes Polym. 2011, 8, 1033-1058
37. De Bie, C.; Marten, T.; van Dijk, J.; Paulussen, S.; Verheyde, B.; Corthals, S.; Bogaerts, A. Plasma Source Sci. Technol. 2011, 20, 024008
38. Snoecks, R.; Aerts, R.; Tu, X.; Bogaerts, A. J. Phys. Chem. C 2013, 117, 4957-4970
39. Tu, J. V. J. Clin. Epidemiol. 1996, 49, 1225-1231
40. Nelson, M. M.; Illingworth, W. T. A Practical Guide to Neural Nets; Addison-Wesely: Boston, MA, 1991.
41. Shen, L., MSc Thesis, University of Liverpool, Liverpool, U.K., 2013.
42. Elmolla, E. S.; Chaughuri, M.; Meselhy Eltoukhy, M. J. Hazard. Mater. 2010, 179, 127-134
43. Aleboyeh, A.; Kasiri, M. B.; Olya, M. E.; Aleboyeh, H. Dyes Pigm. 2008, 77, 288-294