Author(s)

Ziyuan Zhao ¹, Shougan Ye ¹

Affiliation(s)

¹ Beijing University of Chemical Technology, Beijing, 100029

Corresponding Author

Ziyuan Zhao

ABSTRACT

First of all, aiming at "studying the relationship between ethanol conversion, C4 olefin selectivity and temperature for each catalyst combination", using the knowledge of fitting arbitrary data and adopting the basic idea of control variable method, linear regression equation and nonlinear regression equation model are established. Aiming at the solution of linear regression and non-linear regression model, this paper uses the fitting algorithm to calculate the functional relationship between the two variables, and uses Matlab to solve the specific function expression and draw the function relation diagram to further solve the relationship between catalyst combination, temperature and ethanol conversion and C4 olefin selectivity.

KEYWORDS

Linear regression, Nonlinear regression, Fitting algorithm

CITE THIS PAPER

Ziyuan Zhao, Shougan Ye. Research on preparation process of ethanol and C4 olefin based on linear and nonlinear regression fitting algorithm. Journal of Materials, Processing and Design (2021) 5: 46-49. DOI: http://dx.doi.org/10.23977/jmpd.2021.050109.

REFERENCES

[1] Zar, J. H. (1972). Significance testing of the Spearman rank correlation coefficient. Journal of the American Statistical Association, 67, 578. Re- printed with permission from the Journal of the American Statistical As- sociation. Copyright q 1972 by the American Statistical Association. All rights reserved.
[2] https://blog.csdn.net/qq_40783326/article/details/103137788?utm_medium=distribute.pc_relevant.none-task-blog-2%7Edefault%7EBlogCommendFromBaidu%7Edefault-7.no_search_link&depth_1-utm_source=distribute.pc_relevant. none-task-blog-2%7Edefault%7EBlogCommendFromBaidu%7Edefault-7.no_search_link
[3] https://www.iikx.com/news/statistics/459.html.

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