Runge 4 th Order Method Chemical Engineering Majors
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Runge 4 th Order Method Chemical Engineering Majors Authors: Autar Kaw, Charlie Barker http: //numericalmethods. eng. usf. edu Transforming Numerical Methods Education for STEM Undergraduates 2/19/2021 http: //numericalmethods. eng. usf. edu 1
Runge-Kutta 4 th Order Method http: //numericalmethods. eng. usf. edu
Runge-Kutta 4 th Order Method For Runge Kutta 4 th order method is given by where 3 lmethods. eng. usf. edu http: //numerica
How to write Ordinary Differential Equation How does one write a first order differential equation in the form of Example is rewritten as In this case 4 lmethods. eng. usf. edu http: //numerica
Example The concentration of salt, in a home made soap maker is given as a function of time by At the initial time, t = 0, the salt concentration in the tank is 50 g/L. Using Euler’s method and a step size of h=1. 5 min, what is the salt concentration after 3 minutes. 5 lmethods. eng. usf. edu http: //numerica
Solution Step 1: 6 lmethods. eng. usf. edu http: //numerica
Solution Cont is the approximate concentration of salt at 7 lmethods. eng. usf. edu http: //numerica
Solution Cont Step 2: 8 lmethods. eng. usf. edu http: //numerica
Solution Cont is the approximate concentration of salt at 9 lmethods. eng. usf. edu http: //numerica
Solution Cont The exact solution of the ordinary differential equation is given by The solution to this nonlinear equation at t=3 minutes is 10 lmethods. eng. usf. edu http: //numerica
Comparison with exact results Figure 1. Comparison of Runge-Kutta 4 th order method with exact solution 11 lmethods. eng. usf. edu http: //numerica
Effect of step size Table 1 Value of concentration of salt at 3 minutes for different step sizes Step size, 3 1. 5 0. 75 0. 375 0. 1875 14120 11455 25. 559 10. 717 10. 715 − 14109 − 11444 − 14. 843 − 0. 0014969 − 0. 00031657 131680 106800 138. 53 0. 013969 0. 0029544 (exact) 12 lmethods. eng. usf. edu http: //numerica
Effects of step size on Runge. Kutta 4 th Order Method Figure 2. Effect of step size in Runge-Kutta 4 th order method 13 lmethods. eng. usf. edu http: //numerica
Comparison of Euler and Runge. Kutta Methods Figure 3. Comparison of Runge-Kutta methods of 1 st, 2 nd, and 4 th order. 14 lmethods. eng. usf. edu http: //numerica
Additional Resources For all resources on this topic such as digital audiovisual lectures, primers, textbook chapters, multiple-choice tests, worksheets in MATLAB, MATHEMATICA, Math. Cad and MAPLE, blogs, related physical problems, please visit http: //numericalmethods. eng. usf. edu/topics/runge_kutt a_4 th_method. html
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