Modeling of Forming a Nanoporous Structure of Carbon Materials for Electrodes of Electrochemical Capacitors Array

Main Article Content

B.K. Ostafiychuk
Z.M. Lyubun
R.P. Lisovskiy
M.I. Moiseienko
B.I. Rachiy
N.Ya. Ivanichok
Kh.V. Bandura

Abstract

The paper presents the results of predicting the physical properties of nanoporous carbon materials during synthesis with their subsequent use as an electrode material for electric double-layer capacitors. It has been established a multilayer neural network can be used to predict the sorption properties of nanoporous carbon materials. A multilayer neural network confirms the experimental dependences of the characteristics of nanoporous carbon materials porous structure on the technological conditions of its obtaining.

Article Details

How to Cite
Ostafiychuk, B., Lyubun, Z., Lisovskiy, R., Moiseienko, M., Rachiy, B., Ivanichok, N., & Bandura, K. (2020). Modeling of Forming a Nanoporous Structure of Carbon Materials for Electrodes of Electrochemical Capacitors: Array. Physics and Chemistry of Solid State, 21(2), 199–203. https://doi.org/10.15330/pcss.21.2.199-203
Section
Scientific articles

References

B.E. Conway, Electrochemical Supercapacitors: Scientific Fundamentals and Technological Applications (N.Y. Kluwer Academic Plenum Publishers, 1999).

T.Ya. Boychuk, I.M. Budzulyak, N.Ya. Ivanichok, R.P. Lisovskiy, B.I. Rachiy, Journal of Nano- and Electronic Physics 7(1), 01019-1 (2015).

B. Viswanathan, P. IndraNeel, T. Varadarajan, Methods of Activation and Specific Applications of Carbon Materials (Chennai: National Centre for Catalysis Research Indian Institute of Technology Madras, 2009).

M. Inagaki, H. Konno, O. Tanaike, Journal of Power Sources, 195(24) 7880 (2010) (DOI: 10.1016/j.jpowsour.2010.06.036).

B.K. Ostafiychuk, I.M. Budzulyak, B.I. Rachiy et al., Journal of Nano- and Electronic Physics 9(5), 05001 (2017) (DOI: 10.21272/jnep.9(5).05001).

B.K. Ostafiychuk, R.P. Lisovskiy, A.H.Z. Al-Saedi et al. Journal of Nano- and Electronic Physics 11(3) 03036 (2019) (DOI: 10.21272/jnep.11(3).03036).

N. Ivanichok, I. Budzuliak, M. Moiseienko, R. Lisovskiy, B. Rachii, A. Gamarnyk, L. Turovska, S. Lisovska, Physics and Chemistry of Solid State 21(1), 35 (2020) (DOI: 10.15330/pcss.21.1.35-42).

S. Osovsky. Neural networks for information processing (Moskow, 2002).

K. Funahashi, Neural Networks. 2(3) 183 (1989) (DOI: 10.1016/0893-6080(89)90003-8).

A.N. Kolmogorov, Reports of AN USSR 114(5) 953 (1957).

R. Lisovskyi, I. Poplavskyi, B. Rachii, Z. Lyubun, Modeling of carbon materials porous structure formation. Electronics and information technologies: X-th International scientific and practical conference Elite-2018. Lviv, Ukraine, B70 (2018).

M. Endo, Y.J. Kim, T. Takeda et al. Journal of The Electrochemical Society 148(10) A1135 (2001).

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