Gravitational Search Algorithm for Estimating the Kinetic Parameters of the Propane Pre-reforming Reaction

Leniza Enikeeva, Marat Enikeev, Irek Gubaydullin, Valentina Shamshovich

Результат исследования: Публикации в книгах, отчётах, сборниках, трудах конференцийстатья в сборнике материалов конференциинаучнаярецензирование

Аннотация

The article describes a gravitational search algorithm and its application to solving the inverse problem of chemical kinetics. The relevance of the study of metaheuristic algorithms, including the gravitational search algorithm, is given. It is shown that recently, these algorithms are becoming increasingly popular. The optimization problem is formulated on the example of solving the inverse kinetic problem. The process under study is propane pre-reforming into methane- rich gas over Ni catalyst, which is an industrially important chemical process. The description of the algorithm and its pseudo-code are presented, after which the performance of the gravitational search algorithm is compared with other metaheuristic methods. The algorithm demonstrated its competitiveness, as a result of which it was applied to solve a specific industrial 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 describes the available experimental data.

Язык оригиналаанглийский
Название основной публикацииProceedings of ITNT 2020 - 6th IEEE International Conference on Information Technology and Nanotechnology
ИздательInstitute of Electrical and Electronics Engineers Inc.
ISBN (электронное издание)9781728170411
DOI
СостояниеОпубликовано - 26 мая 2020
Событие6th IEEE International Conference on Information Technology and Nanotechnology, ITNT 2020 - Virtual, Samara, Российская Федерация
Продолжительность: 26 мая 202029 мая 2020

Серия публикаций

НазваниеProceedings of ITNT 2020 - 6th IEEE International Conference on Information Technology and Nanotechnology

Конференция

Конференция6th IEEE International Conference on Information Technology and Nanotechnology, ITNT 2020
СтранаРоссийская Федерация
ГородVirtual, Samara
Период26.05.202029.05.2020

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