Intellectual modeling of surface heat-exchange enhancer based on artificial neural networks

K. K. Gilfanov; R. A. Shakirov

doi:10.1051/e3sconf/201912403007

All issues

Volume 124 (2019)

E3S Web Conf., 124 (2019) 03007

References

Open Access

Issue		E3S Web Conf. Volume 124, 2019 International Scientific and Technical Conference Smart Energy Systems 2019 (SES-2019)


Article Number		03007
Number of page(s)		4
Section		Automation, Instruments and Control Methods
DOI		https://doi.org/10.1051/e3sconf/201912403007
Published online		25 October 2019

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[1] A.V. Shchelchkov Int. Conf. on Vortex Flows and Vortex Models (Rostock: ICVFM) 11, (2016) [Google Scholar]

[2] Y.F. Gortyshov, I.A. Popov, A.B. Shchelchkov, V.V. Olimpiev, S.I. Kaskov, Thermohydraulic efficiency of the perspective ways of intensification of heat transfer in channels heat transfer equipment (Kazan: Center of innovative technologies) (2009) [Google Scholar]

[3] S.A. Isaev, Numerical simulation of the intensification of the heat exchange in a planeparallel channel with a cylindrical shallow dimple on the heated engineering Physics and Thermophysics 5 (89), 1186–1201 (2016) [Google Scholar]

[4] E.K. Kalinin, G.A. Dreitzer, I.Z. Kopp, A.S. Macachin, Effective heat transfer surfaces (Moscow: Energoatomizdat) 101–102 (1998) [Google Scholar]

[5] Yu.I. Shanin, O.I. Shanin, Intensification of heat transfer by application of spherical holes on the channel walls Convective heat and mass transfer (Minsk: ANB) (2004) [Google Scholar]

[6] I. Borisov, A. Khalatov, S. Kobzar, B. Glezer, Comparison of thermal hydraulic characteristics for two types of dimpled surfaces ASME GT 2004–54204 (2004) [Google Scholar]

[7] Yu.F Gortyshov., I.A. Popov, A.B. Clicks, D.V. Ryzhkov, Heat-Hydraulic characteristics of heat exchangers with surface intensification of heat exchange in the form of spherical recesses and protrusions (Moscow: MEI) (2008) [Google Scholar]

[8] K.Kh. Gilfanov, R.A. Shakirov, R.N. Gainullin Bulletin of technological university 21, 102-105; (2019) [Google Scholar]

[9] S.A. Isaev, A.V. Schelchkov, A.I. Leontiev, P.A. Baranov, M.E. Gulcova Int. J. Heat and Mass Transfer 94, 426–448 (2016) [CrossRef] [Google Scholar]

[10] Y. Rao, Y. Feng, B. Li, B. Weigand J. Heat Transfer 031901-10, 137 (2015) [Google Scholar]

[11] S.C. Lau, S.W. Moon, Journal of Energy, Heat and Mass Transfer 23, 393–416 (2001) [Google Scholar]

[12] W. Chakroun, M.M.A. Quadri, Int. J. Therm. Sci. 2 (41), 163–172 (2002) [CrossRef] [Google Scholar]

[13] A.D. Ochoa, J.W. Baughn, A.R. Byerley, Int. J. of Heat and Fluid Flow. 26, 264–275 (2005) [CrossRef] [Google Scholar]

[14] O. Marsden, C. Bogey, C. Bailly, 16th AIAA/CEAS Aeroacoustics Conf. (Stockholm: AIAA) 1–13 (2010) [Google Scholar]

[15] J. Turnow, Flow structure and heat transfer on dimpled surfaces PhD Thesis University of Rostock 151 (2011) [Google Scholar]

[16] S.A. Isaev, A.I. Leontiev, A.V. Schelchkov, M.E. Gul’tcova, Journal of Engineering Physics and Thermophysics 5 (88), 1304–1308 (2015) [CrossRef] [Google Scholar]