Geometrical Platform of Big Database Computing for Modeling of Complex Physical Phenomena in Electric Current Treatment of Liquid Metals

According to the principles of multiphysical, multiscale simulation of phenomena and processes which take place during the electric current treatment of liquid metals, the need to create an adjustable and concise geometrical platform for the big database computing of mathematical models and simulati...

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Main Authors: Yuriy Zaporozhets, Artem Ivanov, Yuriy Kondratenko
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Data
Subjects:
Online Access:https://www.mdpi.com/2306-5729/4/4/136
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spelling doaj-91d094febe72417cadbdd879628b4c9a2020-11-25T02:53:58ZengMDPI AGData2306-57292019-10-014413610.3390/data4040136data4040136Geometrical Platform of Big Database Computing for Modeling of Complex Physical Phenomena in Electric Current Treatment of Liquid MetalsYuriy Zaporozhets0Artem Ivanov1Yuriy Kondratenko2Institute of Pulse Processes and Technologies of National Academy of Science of Ukraine, 54018 Mykolaiv, UkraineInstitute of Pulse Processes and Technologies of National Academy of Science of Ukraine, 54018 Mykolaiv, UkrainePetro Mohyla Black Sea National University, 054003 Mykolaiv, UkraineAccording to the principles of multiphysical, multiscale simulation of phenomena and processes which take place during the electric current treatment of liquid metals, the need to create an adjustable and concise geometrical platform for the big database computing of mathematical models and simulations is justified. In this article, a geometrical platform was developed based on approximation of boundary contours using arcs for application of the integral equations method and matrix transformations. This method achieves regular procedures using multidimensional scale matrices for big data transfer and computing. The efficiency of this method was verified by computer simulation and used for different model contours, which are parts of real contours. The obtained results showed that the numerical algorithm was highly accurate based on the presented geometrical platform of big database computing and that it possesses a potential ability for use in the organization of computational processes regarding the modeling and simulation of electromagnetic, thermal, hydrodynamic, wave, and mechanical fields (as a practical case in metal melts treated by electric current). The efficiency of this developed approach for big data matrices computing and equation system formation was displayed, as the number of numerical procedures, as well as the time taken to perform them, were much smaller when compared to the finite element method used for the same model contours.https://www.mdpi.com/2306-5729/4/4/136geometrical platformbig databasesmodelingapproximating arcsnumerical procedureintegral equationskernelselectric current treatment
collection DOAJ
language English
format Article
sources DOAJ
author Yuriy Zaporozhets
Artem Ivanov
Yuriy Kondratenko
spellingShingle Yuriy Zaporozhets
Artem Ivanov
Yuriy Kondratenko
Geometrical Platform of Big Database Computing for Modeling of Complex Physical Phenomena in Electric Current Treatment of Liquid Metals
Data
geometrical platform
big databases
modeling
approximating arcs
numerical procedure
integral equations
kernels
electric current treatment
author_facet Yuriy Zaporozhets
Artem Ivanov
Yuriy Kondratenko
author_sort Yuriy Zaporozhets
title Geometrical Platform of Big Database Computing for Modeling of Complex Physical Phenomena in Electric Current Treatment of Liquid Metals
title_short Geometrical Platform of Big Database Computing for Modeling of Complex Physical Phenomena in Electric Current Treatment of Liquid Metals
title_full Geometrical Platform of Big Database Computing for Modeling of Complex Physical Phenomena in Electric Current Treatment of Liquid Metals
title_fullStr Geometrical Platform of Big Database Computing for Modeling of Complex Physical Phenomena in Electric Current Treatment of Liquid Metals
title_full_unstemmed Geometrical Platform of Big Database Computing for Modeling of Complex Physical Phenomena in Electric Current Treatment of Liquid Metals
title_sort geometrical platform of big database computing for modeling of complex physical phenomena in electric current treatment of liquid metals
publisher MDPI AG
series Data
issn 2306-5729
publishDate 2019-10-01
description According to the principles of multiphysical, multiscale simulation of phenomena and processes which take place during the electric current treatment of liquid metals, the need to create an adjustable and concise geometrical platform for the big database computing of mathematical models and simulations is justified. In this article, a geometrical platform was developed based on approximation of boundary contours using arcs for application of the integral equations method and matrix transformations. This method achieves regular procedures using multidimensional scale matrices for big data transfer and computing. The efficiency of this method was verified by computer simulation and used for different model contours, which are parts of real contours. The obtained results showed that the numerical algorithm was highly accurate based on the presented geometrical platform of big database computing and that it possesses a potential ability for use in the organization of computational processes regarding the modeling and simulation of electromagnetic, thermal, hydrodynamic, wave, and mechanical fields (as a practical case in metal melts treated by electric current). The efficiency of this developed approach for big data matrices computing and equation system formation was displayed, as the number of numerical procedures, as well as the time taken to perform them, were much smaller when compared to the finite element method used for the same model contours.
topic geometrical platform
big databases
modeling
approximating arcs
numerical procedure
integral equations
kernels
electric current treatment
url https://www.mdpi.com/2306-5729/4/4/136
work_keys_str_mv AT yuriyzaporozhets geometricalplatformofbigdatabasecomputingformodelingofcomplexphysicalphenomenainelectriccurrenttreatmentofliquidmetals
AT artemivanov geometricalplatformofbigdatabasecomputingformodelingofcomplexphysicalphenomenainelectriccurrenttreatmentofliquidmetals
AT yuriykondratenko geometricalplatformofbigdatabasecomputingformodelingofcomplexphysicalphenomenainelectriccurrenttreatmentofliquidmetals
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