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.

Authors
Diveev A.I. 1 , Gubaidullin I.M.2 , Sofronova E.A. 3
Publisher
IFAC Secretariat
Language
English
Pages
7061-7066
Status
Published
Volume
19
Year
2014
Organizations
  • 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
Date of creation
19.10.2018
Date of change
19.10.2018
Short link
https://repository.rudn.ru/en/records/article/record/4995/