Gravitational Search Algorithm for Determining the Optimal Kinetic Parameters of Propane pre-Reforming Rreaction | Sciact - CRIS-system of Boreskov Institute of Catalysis

Gravitational Search Algorithm for Determining the Optimal Kinetic Parameters of Propane pre-Reforming Rreaction Full article

Journal

Reaction Kinetics, Mechanisms and Catalysis
ISSN: 1878-5190 , E-ISSN: 1878-5204

Output data

Year: 2021, Volume: 132, Number: 1, Pages: 111-122 Pages count : 12 DOI: 10.1007/s11144-021-01927-8

Tags

Gravitational search algorithm; Inverse problem of chemical kinetics; Mathematical modeling; Propane pre-reforming

Authors

Enikeeva L.V. ^1,2 , Potemkin D.I. ^1,3,4 , Uskov S.I. ^1,3 , Snytnikov P.V. ^1,3 , Enikeev M.R. ² , Gubaydullin I.M. ^2,5

Affiliations

1	Novosibirsk State University, 2 Pirogova St., Novosibirsk, Russia 630090
2	Ufa State Petroleum Technological University, 1 Kosmonavtov St., Ufa, Russia 450062
3	Boreskov Institute of Catalysis SB RAS, 5 Lavrentiev Ave, Novosibirsk, Russia 630090
4	Novosibirsk State Technical University, 20 pr. K. Marksa, Novosibirsk 630073, Russia
5	Institute of Petrochemistry and Catalysis, Russian Academy of Sciences, 141 pr. Oktyabrya, Ufa, Russia 450075

Funding (2)

1	Russian Foundation for Basic Research	19-33-60008 (АААА-А19-119111890028-9)
2	Russian Foundation for Basic Research	19-37-60014 (АААА-А19-119110590008-7)

The article describes the gravitational search algorithm and its application to solve the inverse problem of chemical kinetics. It is shown that metaheuristic algorithms have become more and more popular recently. In this regard, it is logical to apply these algorithms to various optimization problems. The optimization problem is formulated on the example of solving the inverse problem of chemical kinetics. The process under study is the pre-reformation of propane into a methane-rich gas on a Ni catalyst, which is an industrially important chemical process. The article briefly describes the algorithm and its pseudocode, and then compares the performance of the gravitational search algorithm with other metaheuristic methods. The algorithm showed adequate results and was applied to solve a specific technological problem. Using this algorithm, the inverse problem of chemical kinetics was solved and the optimal values of the kinetic parameters of the reaction were found. It was proved that the model correctly described the available experimental data. Moreover, the sensitivity analysis of the algorithm parameters was performed. © 2021, Akadémiai Kiadó, Budapest, Hungary.

Enikeeva L.V. , Potemkin D.I. , Uskov S.I. , Snytnikov P.V. , Enikeev M.R. , Gubaydullin I.M.
Gravitational Search Algorithm for Determining the Optimal Kinetic Parameters of Propane pre-Reforming Rreaction
Reaction Kinetics, Mechanisms and Catalysis. 2021. V.132. N1. P.111-122. DOI: 10.1007/s11144-021-01927-8 WOS Scopus РИНЦ AN OpenAlex

Submitted:	Nov 16, 2020
Accepted:	Jan 4, 2021
Published online:	Jan 19, 2021
Published print:	Feb 1, 2021

Web of science:	WOS:000608953800001
Scopus:	2-s2.0-85100218471
Elibrary:	44966499
Chemical Abstracts:	2021:171292
OpenAlex:	W3121226325

DB	Citing
Scopus	9
Web of science	5
Elibrary	12
OpenAlex	9