Creation of an artificial intelligence system for analysis of theoretical Current-Voltage Curves

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AV Kovalenko*
MKh Urtenov

Abstract

We have developed the “Deep learning for CVC 0.1” software package, which contains databases and knowledge bases of theoretical Current-Voltage Curve (CVC) using the method of deep machine learning (Deep learning). The developed software package allows you to simulate mass transfer in Electromembrane Systems (EMS), which has a single interface with a built-in help system, analysis and synthesis of current-voltage characteristics. The software package was implemented using the software platform for computer modeling of physical processes COMSOL Multiphysics 5.5 and the application development environment COMSOL Multiphysics Application Builder, Java, Python, using the libraries OpenCV, TensorFlow, Keras.

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Kovalenko, A., & Urtenov, M. (2020). Creation of an artificial intelligence system for analysis of theoretical Current-Voltage Curves. Trends in Computer Science and Information Technology, 5(1), 005–007. https://doi.org/10.17352/tcsit.000011
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Copyright (c) 2020 Kovalenko AV, et al.

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Do you use multiphysics simulation for analysis or innovation?. Link: https://bit.ly/2N7wwz9

Pismenskiy A, Urtenov M, Kovalenko A, Mareev S (2015) Electrodialysis desalination process in conditions of mixed convection. Desalination and Water Treatment 56: 3211-3213. Link: https://bit.ly/3hG2WyH

Kovalenko AV, Yzdenova AM, Sukhinov AI, Chubyr NO, Urtenov MKh (2019) Simulation of galvanic dynamic mode in membrane hydrocleaning systems taking into account space charge. AIP Conference Proceedings Proceedings of XV International scientific-technical conference “Dynamics of technical systems” (DTS-2019): electronic edition. С. 050021. Link: https://bit.ly/2YK69VB

Urtenov MKh, Kovalenko AV, Sukhinov AI, Chubyr NO, Gudza VA (2019) Model and numerical experiment for calculating the theoretical current-voltage characteristic in electro-membrane systems. IOP Conference Series: Materials Science and Engineering. Link: https://bit.ly/2USromI

Nikonenko VV, Kovalenko AV, Urtenov MK, Pismenskaya ND, Han J, et al. (2014) Desalination at overlimiting currents: state-of-the-art and perspectives. Desalination 342: 85-106. Link: https://bit.ly/30RTum0

Urtenov MK, Uzdenova AM, Kovalenko AV, Nikonenko VV, Pismenskaya ND, et al. (2013) Basic mathematical model of overlimiting transfer enhanced by electroconvection in flow-through electrodialysis membrane cells. Journal of Membrane Science 447: 190-202. Link: https://bit.ly/3ee8y10

Nikonenko VV, Mareev SA, Pis’menskaya ND, Uzdenova AM, Kovalenko AV, et al. (2017) Effect of electroconvection and its use in intensifying the mass transfer in electrodialysis (Review). Russ J Electrochem 53: 1122–1144. Link: https://bit.ly/2URI9OT

Nikonenko VV, Vasil'eva VI, Akberova EM, Uzdenova AM, Urtenov AV, et al. (2016) Pourcelly Competition between diffusion and electroconvection at an ion-selective surface in intensive current regimes. Advances Colloid Interface Science 235: 233-246 Link: https://bit.ly/2YPzFZQ