The network operator method for identifications of chemical reactions

A problem of identification of mathematical model of chemical reaction is considered. Mathematical model in the form of ODE is obtained from the experimental data of concentrations changes during the reaction process. To solve the identification problem we use a numerical network operator method that allows finding structure and parameters of mathematical expression presented as an integer matrix. The network operator method uses evolutionary search algorithms. A numerical example of identification for the chemical generation singlet oxygen reaction is given. © IFAC.

Авторы
Diveev A.I. 1 , Gubaidullin I.M.2 , Sofronova E.A. 3
Редакторы
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Сборник материалов конференции
Издательство
IFAC Secretariat
Номер выпуска
-
Язык
Английский
Страницы
7061-7066
Статус
Опубликовано
Подразделение
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Ссылка
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DOI
-
Номер
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Том
19
Год
2014
Организации
  • 1 Institution of Russian Academy of Sciences, Dorodnicyn Computing Centre of RAS, Moscow, Russian Federation
  • 2 Institution of Petrochemistry and Catalysis of RAS, Ufa, Russian Federation
  • 3 Peoples' Friendship University of Russia, Moscow, Russian Federation
Ключевые слова
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Дата создания
19.10.2018
Дата изменения
19.10.2018
Постоянная ссылка
https://repository.rudn.ru/ru/records/article/record/4995/