Research on Catalyst Selection Based on Simulated Annealing Algorithm
Abstract
In this paper,the effect of catalyst selection on C4 olefin yield was studied based on simulated annealing algorithm.
Firstly,using the processed data,through the influence model of different components of the catalyst and the combination method
of multiple linear regression,the comprehensive influence model of the catalyst on the yield of C4 olefins is obtained.Then,through
the simulated annealing algorithm,it is found that when t=405℃,the C4 olefin yield reaches the highest,52.92%.Finally,when the
reaction temperature needs to be less than 350℃,it is found that when t=350℃,the C4 olefin yield reaches the highest,20.79%.
Firstly,using the processed data,through the influence model of different components of the catalyst and the combination method
of multiple linear regression,the comprehensive influence model of the catalyst on the yield of C4 olefins is obtained.Then,through
the simulated annealing algorithm,it is found that when t=405℃,the C4 olefin yield reaches the highest,52.92%.Finally,when the
reaction temperature needs to be less than 350℃,it is found that when t=350℃,the C4 olefin yield reaches the highest,20.79%.
Keywords
Simulated annealing model; Optimal combination; Catalyst performance
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[3] Zhuo Jinwu,application of MATLAB in mathematical modeling(3rd Edition)[M].Beijing University of Aeronautics and Astronautics Press,2014.
DOI: https://doi.org/10.18282/l-e.v10i3.2391
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