[solved]-11 25 53 76 89 Known Data Modeled Following Equation K Kmaxe Cs Kimax Parameters Estimated Q38997086

1.1 2.5 5.3 7.6 8.9 It is known that such data can be modeled by the following equation, k = kmaxe? where cs and kimax are parameters to be estimated using least-squares regression. (a) Use a transformation to linearize this equation. (b) Fit the experimental data to the linear equation derived in part (a) using linear regression. Show your calculations. Determine the values of kmax and Cs, the coefficient of determination, r?, the standard deviation, Sy, and the standard error of estimate, Sy/z. (c) Write a MATLAB script to perform the calculations in part (b). Ans: kmax = 10.3449 and cs = 2.0897. (d) Redo part (c) using the function linregr (e) Redo part (C) using the function polyfit. College of Engineering and Petroleum Kuwait University ENG 307 Assignment #4 Summer 2019 (1) Redo part (c) using the function nlinfit to estimate c, and kmax (Ans: kmax = 9.9883 and C = 1.9671). (8) Plot the model and the experiment in the same graph. (h) Predict the growth rate at c = 2 mg/L. Ans: k = 6.7950 bacteria/day). Show transcribed image text 1.1 2.5 5.3 7.6 8.9 It is known that such data can be modeled by the following equation, k = kmaxe? where cs and kimax are parameters to be estimated using least-squares regression. (a) Use a transformation to linearize this equation. (b) Fit the experimental data to the linear equation derived in part (a) using linear regression. Show your calculations. Determine the values of kmax and Cs, the coefficient of determination, r?, the standard deviation, Sy, and the standard error of estimate, Sy/z. (c) Write a MATLAB script to perform the calculations in part (b). Ans: kmax = 10.3449 and cs = 2.0897. (d) Redo part (c) using the function linregr (e) Redo part (C) using the function polyfit. College of Engineering and Petroleum Kuwait University ENG 307 Assignment #4 Summer 2019 (1) Redo part (c) using the function nlinfit to estimate c, and kmax (Ans: kmax = 9.9883 and C = 1.9671). (8) Plot the model and the experiment in the same graph. (h) Predict the growth rate at c = 2 mg/L. Ans: k = 6.7950 bacteria/day).

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Answer to 1.1 2.5 5.3 7.6 8.9 It is known that such data can be modeled by the following equation, k = kmaxe? where cs and kimax a… . . .