The Laplace transform as an alternative general method for solving linear ordinary differential equations

William Guo

doi:10.3934/steme.2021020

Article Contents

2021, Volume 1, Issue 4: 309-329. Doi: 10.3934/steme.2021020 open access

This issue Previous Article Daran robot, a reconfigurable, powerful, and affordable robotic platform for STEM education Next Article

The Laplace transform as an alternative general method for solving linear ordinary differential equations

William Guo^,

1.
School of Engineering and Technology, Central Queensland University, Bruce Highway, North Rockhampton, QLD 4702, Australia

* Correspondence: w.guo@cqu.edu.au; Tel: +61-7-49309687
* Correspondence: w.guo@cqu.edu.au; Tel: +61-7-49309687

Academic Editor: Zlatko Jovanoski

Received: September 30, 2021

Revised: October 31, 2021

Published: November 2021

Abstract Full Text(HTML) Figure(11) / Table(2) Related Papers Cited by

Abstract

The Laplace transform is a popular approach in solving ordinary differential equations (ODEs), particularly solving initial value problems (IVPs) of ODEs. Such stereotype may confuse students when they face a task of solving ODEs without explicit initial condition(s). In this paper, four case studies of solving ODEs by the Laplace transform are used to demonstrate that, firstly, how much influence of the stereotype of the Laplace transform was on student's perception of utilizing this method to solve ODEs under different initial conditions; secondly, how the generalization of the Laplace transform for solving linear ODEs with generic initial conditions can not only break down the stereotype but also broaden the applicability of the Laplace transform for solving constant-coefficient linear ODEs. These case studies also show that the Laplace transform is even more robust for obtaining the specific solutions directly from the general solution once the initial values are assigned later. This implies that the generic initial conditions in the general solution obtained by the Laplace transform could be used as a point of control for some dynamic systems.

Keywords:

Citation:

FullText(HTML)

Figure 1. A system represented by a single block diagram in the state space

Download: Full-size image PowerPoint slide

Figure 2. The series RL circuit with input $ f(t) = E = {E_0}\sin \omega t $

Download: Full-size image PowerPoint slide

Figure 3. Electric currents in the RL circuit with R = 10 Ω, L = 5 H, ω = 2, and E₀ = 10 V

Download: Full-size image PowerPoint slide

Figure 4. Plot of the output for Case 2 with y(0) = 0 and y′(0) = 0

Download: Full-size image PowerPoint slide

Figure 5. An example of student's work on solving the ODE in Case 2 by the Laplace transform

Download: Full-size image PowerPoint slide

Figure 6. Plots of the solution to Case 3 with fixed y(0) = 1 and different values for $ y'(0) = {v_1} $

Download: Full-size image PowerPoint slide

Figure 7. Electric currents of the RL circuit in Case 1 with R = 10 Ω, L = 5 H, ω = 2, and E₀ = 10 V [v₀ = i(0) for –10, 0, and 10 amperes, respectively]

Download: Full-size image PowerPoint slide

Figure 8. Plots of the output of the ODE in Case 2 by Laplace transform with different initial values [Black: v₀ = –3, v₁ = –3; Red: v₀ = 0, v₁ = 0; Blue: v₀ = 5, v₁ = 5]

Download: Full-size image PowerPoint slide

Figure 9. The mixing problem for Case 4

Download: Full-size image PowerPoint slide

Figure 10. Plots of the mixing processes in the solutions (34) and (35) V = 4000 liters, x₀ = 600 kg, y₀ = 0 kg; blue curves: q₁ = 40 l/m; red curves: q₂ = 100 l/m

Download: Full-size image PowerPoint slide

Figure 11. Plots of the mixing processes in the solutions (36) and (37) V = 4000 liters, x₀ = 500 kg, y₀ = 100 kg; blue curves: q₁ = 40 l/m; red curves: q₂ = 100 l/m

Download: Full-size image PowerPoint slide

Table 1. Summary of the performances in solving the ODE in Case 2 by students

Laplace transform	Laplace transform	Convolution	Integration
Incorrect	2	6	3
Correct	24	24	24

| Show Table

DownLoad: CSV

Table 2. Summary of attempts to solve Case 3 by 124 students

	$ y(0) = 1 $ & $ y'(0) = 0 $	$ y(0) = 1 $ & $ y'(0) = {v_1} $
No attempt	105	105
Convolution	8 (6)	0
Partial fraction	11 (5)	0
Correct solution	11	0
Italic numbers indicate the correct solutions obtained by students

| Show Table

DownLoad: CSV

Related Papers

Cited by

References

[1]	Kreyszig, E., Advanced Engineering Mathematics, 10th ed. 2011, USA: Wiley.
[2]	Fatoorehchi, H. and Rach, R., A method for inverting the Laplace transform of two classes of rational transfer functions in control engineering. Alexandria Engineering Journal, 2020, 59: 4879-4887.
[3]	Ha, W. and Shin C., Seismic random noise attenuation in the Laplace domain using SVD. IEEE Access, 2021, 9: 62037.
[4]	Grasso, F., Manetti, S., Piccirilli, M.C. and Reatti, A., A Laplace transform approach to the simulation of DC-DC converters. International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, 2019, 32(5): e2618.
[5]	Han, H. and Kim, H., The solution of exponential growth and exponential decay by using Laplace transform. International Journal of Difference Equations, 2020, 15(2):191-195.
[6]	Huang, L., Deng, L., Li, A., Gao, R., Zhang, L. and Lei, W., A novel approach for solar greenhouse air temperature and heating load prediction based on Laplace transform. Journal of Building Engineering, 2021, 44: 102682.
[7]	Daci, A. and Tola, S., Laplace transform, application in population growth. International Journal of Recent Technology and Engineering, 2019, 8(2): 954-957.
[8]	Etzweiler, G. and S. Steele., The Laplace transformation of the impulse function for engineering problems. IEEE Transactions on Education, 1967, 10: 171-173.
[9]	Zill, D.G., A First Course in Differential Equations with Modeling Applications, 10th ed. 2013, Boston, USA: Cengage Learning.
[10]	Nise, N.S. Control Systems Engineering, 8^th ed. 2019, USA: John Wiley & Sons.
[11]	AL-Khazraji, H., Cole, C. and Guo, W., Analysing the impact of different classical controller strategies on the dynamics performance of production-inventory systems using state space approach. Journal of Modelling in Management, 2018, 13(1): 211-235. https://doi.org/10.1108/JM2-08-2016-0071 doi: 10.1108/JM2-08-2016-0071.
[12]	AL-Khazraji, H., Cole, C. and Guo, W., Optimization and simulation of dynamic performance of production–inventory systems with multivariable controls. Mathematics, 2021, 9(5): 568. https://doi.org/10.3390/math9050568 doi: 10.3390/math9050568.
[13]	Guo, W.W., Advanced Mathematics for Engineering and Applied Sciences, 3^rd ed. 2016, Sydney, Australia: Pearson.
[14]	Ngo, V. and Ouzomgi, S., Teaching the Laplace transform using diagrams. The College Mathematics Journal, 1992, 23(4): 309-312.
[15]	Holmberg, M. and Bernhard. J., University teachers' perspectives on the role of the Laplace transform in engineering education. European Journal of Engineering Education, 2017, 42(4): 413-428. https://doi.org/10.1080/03043797.2016.1190957 doi: 10.1080/03043797.2016.1190957.
[16]	Croft, A. and Davison, R., Engineering Mathematics, 5th ed. 2019, Harlow, UK: Pearson.
[17]	Greenberg, M.D., Advanced Engineering Mathematics. 2nd ed. 1998, Upper Saddle River, USA: Prentice Hall.
[18]	James, G., Modern Engineering Mathematics, 2nd ed. 1996, Harlow, UK: Addison-Wesley Longman.
[19]	Yeung, K.S. and Chung, W.D., On solving differential equations using the Laplace transform. International Journal of Electrical Engineering and Education. 2007, 44(4): 373-376.
[20]	Robertson, R.L., Laplace transform without integration. PRIMUS, 2017, 27(6): 606–617. https://doi.org/10.1080/10511970.2016.1235643 doi: 10.1080/10511970.2016.1235643.
[21]	Srivastava, H.M., Masjed-Jamei, M. and Aktas, R., Analytical solutions of some general classes of differential and integral equations by using the Laplace and Fourier transforms. Filomat, 2020, 34(9): 2869-2876. https://doi.org/10.2298/FIL2009869S doi: 10.2298/FIL2009869S.
[22]	Guo, W., Unification of the common methods for solving the first-order linear ordinary differential equations. STEM Education, 2021, 1(2): 127-140. https://doi.org/10.3934/steme.2021010 doi: 10.3934/steme.2021010.
[23]	Guo, W., Li, W. and Tisdell, C.C., Effective pedagogy of guiding undergraduate engineering students solving first-order ordinary differential equations. Mathematics, 2021, 9(14):1623. https://doi.org/10.3390/math9141623 doi: 10.3390/math9141623.
[24]	Garner, B. and Garner, L., Retention of concepts and skills in traditional and reformed applied calculus. Mathematics Education Research Journal, 2001, 13: 165-184.
[25]	Kwon, O.N., Rasmussen, C. and Allen, K., Students' retention of mathematical knowledge and skills in differential equations. School Science and Mathematics, 2005,105: 227-239.