Study on the Preparation of C4 Olefins by Catalytic Coupling of Ethanol
DOI:
https://doi.org/10.54097/hset.v47i.8223Keywords:
coefficient color scale matrix; support vector machine regression (SVR); permutation and combination; temperature gradient.Abstract
In this paper, we investigated the relationship between ethanol conversion, C4 olefin selectivity, and temperature by establishing a series of mathematical models. Specifically, the relationship between temperature and ethanol conversion and selectivity to C4 olefins is discussed by solving linear regression equations. In addition, the support vector machine regression (SVR) model was used to describe the effect of independent variables on the ethanol conversion rate and C4 olefin selectivity. Finally, we investigated the effect of temperature change on catalyst activity.
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References
M. Samanta, C. J. Schwarz , “The shapiro-wilk test for exponentiality based on censored data,” Journal of the American Statal Association, 1988, 83(402): 528-531.
S. Shoukui, S. X.Jing, “Mathematical modeling algorithm and application,” Beijing: National Defense Industry Press, 2008.
S. P. Lu, “Synthesis of butanol and C4 olefin by ethanol coupling ,” Dalian University of Technology,2018.
D. S. Fei, Q. B.Juan, T. H.Yan, “A review of support vector machine theory and algorithm research,” University of Electronic Science and Technology of ChinaReport, 2011, 40(01): 2-10.
Y. D. Hong, L. W. Huai, Y. S. Wen, Z. Bing, P. S. Yi, “Research progress of fischer-tropsch catalyst for hydrocarbon synthesis,” Progress in Chemistry, 201(02): 118-127.
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