Отрывок: Experimental data (points) and calculated values (curve) by model (2) for ROCO2Me (R=С6H13), T = 180°C, initial amount of catalyst 3 mmol. Approximation error was about 14%. Approximation error exceeded an error on the basis of the law of mass action. Thus, it was decided to abandon the use of the method of least squares. 4. Approximation data using a trained neural network Experimental data were processed...
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dc.contributor.authorAlmakaev, R.R.-
dc.contributor.authorKoledin, S.N.-
dc.date.accessioned2019-05-08 12:06:34-
dc.date.available2019-05-08 12:06:34-
dc.date.issued2019-05-
dc.identifierDspace\SGAU\20190505\76340ru
dc.identifier.citationAlmakaev R.R. Construction of a catalytic reaction mathematical model using a perceptron with one hidden layer / Almakaev R.R., Koledin S.N. // Сборник трудов ИТНТ-2019 [Текст]: V междунар. конф. и молодеж. шк. "Информ. технологии и нанотехнологии": 21-24 мая: в 4 т. / Самар. нац.-исслед. ун-т им. С. П. Королева (Самар. ун-т), Ин-т систем. обраб. изобр. РАН-фил. ФНИЦ "Кристаллография и фотоника" РАН; [под ред. В.А. Соболева]. – Самара: Новая техника, 2019. – Т. 3: Математическое моделирование физико-технических процессов и систем. - 2019. - С. 700-703.ru
dc.identifier.urihttp://repo.ssau.ru/handle/Informacionnye-tehnologii-i-nanotehnologii/Construction-of-a-catalytic-reaction-mathematical-model-using-a-perceptron-with-one-hidden-layer-76340-
dc.description.abstractMathematical models were developed for homogeneous catalytic reaction between alcohols with dimethyl carbonate by least squares method, using a perceptron with one hidden layer and on the basis of the law of mass action. The relative error in deviation of the calculated values from the experimental data is minimal when using the perceptron model with one hidden layer.ru
dc.description.sponsorshipThe reported study was funded by RFBR according to the research projects 18-37-00015 (paragraph 3), № 18-07-00341.ru
dc.language.isoenru
dc.publisherНовая техникаru
dc.titleConstruction of a catalytic reaction mathematical model using a perceptron with one hidden layerru
dc.typeArticleru
dc.textpartExperimental data (points) and calculated values (curve) by model (2) for ROCO2Me (R=С6H13), T = 180°C, initial amount of catalyst 3 mmol. Approximation error was about 14%. Approximation error exceeded an error on the basis of the law of mass action. Thus, it was decided to abandon the use of the method of least squares. 4. Approximation data using a trained neural network Experimental data were processed...-
Располагается в коллекциях: Информационные технологии и нанотехнологии

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