Numerical Solution of Burgers Equation Using Finite Difference Methods: Analysis of Shock Waves in Aircraft Dynamics
DOI:
https://doi.org/10.37934/cfdl.17.4.153169Keywords:
Burgers Equation, Shock Waves, comparative analysis, Lax method, Upwind method, MacCormack method, Finite Difference, MATLABAbstract
In this research, the Lax, the Upwind, and the MacCormack finite difference methods are applied to the experimental solving of the one-dimensional (1D) unsteady Burger's Equation, a Hyperbolic Partial Differential Equation. These three numerical analysis-solving methods are implemented for accurate modeling of shock wave behavior high-speed flows that are necessary for aerospace engineering design. This research analysis proves that the MacCormack technique is the one that treats the differential equations with second-order accuracy. This method is quite preferred when it comes to numerical simulations because of its advanced level of accuracy. Although the Upwind and Lax methods are slightly less accurate, they show the development of shock waves that give visualizations to better understand the flow dynamics. Also, in this study, the impact of varying viscosity coefficients on fluid flow characteristics by using the lax (a numerical method for solving the viscous Burgers equation) is investigated. This identification of the phenomenon sheds light on the behavior of boundary layers, which, in turn, can be used to improve the design of high-speed vehicles and lead to a greater understanding of the area of fluid dynamics.
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Gülsu, Mustafa. "A finite difference approach for solution of Burgers’ equation." Applied Mathematics and Computation 175, no. 2 (2006): 1245-1255. https://doi.org/10.1016/j.amc.2005.08.042 DOI: https://doi.org/10.1016/j.amc.2005.08.042
Ou, Kui, and Antony Jameson. "Unsteady adjoint method for the optimal control of advection and Burger's equations using high-order spectral difference method." In 49th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition, p. 24. 2011. https://doi.org/10.2514/6.2011-24
Seydaoğlu, Muaz. "A meshless method for Burgers’ equation using multiquadric radial basis functions with a Lie-group integrator." Mathematics 7, no. 2 (2019): 113. https://doi.org/10.3390/math7020113 DOI: https://doi.org/10.3390/math7020113
Giepman, Rogier HM, Renee Louman, Ferry FJ Schrijer, and Bas W. van Oudheusden. "Experimental study into the effects of forced transition on a shock-wave/boundary-layer interaction." AIAA Journal 54, no. 4 (2016): 1313-1325. https://doi.org/10.2514/1.J054501 DOI: https://doi.org/10.2514/1.J054501
Lonzaga, Joel B. "Recent Enhancements to NASA’ s PCBoom Sonic Boom Propagation Code." In AIAA Aviation 2019 Forum, p. 3386. 2019. https://doi.org/10.2514/6.2019-3386 DOI: https://doi.org/10.2514/6.2019-3386
Ngaongam, Choosak, and Rapee Ujjin. "Aerodynamic Characteristics of Forward Swept Wing in Subsonic Speed." CFD Letters 16, no. 5 (2024): 1-8. https://doi.org/10.37934/cfdl.16.5.18 DOI: https://doi.org/10.37934/cfdl.16.5.18
Ou, Kui, and Antony Jameson. "Unsteady adjoint method for the optimal control of advection and Burger's equations using high-order spectral difference method." In 49th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition, p. 24. 2011. https://doi.org/10.2514/6.2011-24 DOI: https://doi.org/10.2514/6.2011-24
Belhadad, Tarik, Anass Kanna, Abderrahim Samaouali, and Imad Kadiri. "CFD Investigation of Fin Design Influence on Phase Change Material Melting for Solar Thermal Energy Storage." e-Prime-Advances in Electrical Engineering, Electronics and Energy 6 (2023): 100306. https://doi.org/10.1016/j.prime.2023.100306 DOI: https://doi.org/10.1016/j.prime.2023.100306
Berdyshev, Abdumauvlen, Rakhmatillo Aloev, Dana Bliyeva, Sardor Dadabayev, and Zharasbek Baishemirov. "Stability analysis of an upwind difference splitting scheme for two-dimensional Saint–Venant equations." Symmetry 14, no. 10 (2022): 1986. https://doi.org/10.3390/sym14101986 DOI: https://doi.org/10.3390/sym14101986
Wijiatmoko, Gunawan, Eflita Yohana, Putro Adi Nugroho, Mohammad Tauviqirrahman, and Ivransa Zuhdi Pane. "CFD Analysis of Counter-Rotating Vane-Type Wing Vortex Generator for Regional Aircraft." CFD Letters 16, no. 11 (2024): 1-16. https://doi.org/10.37934/cfdl.16.11.116 DOI: https://doi.org/10.37934/cfdl.16.11.116
Abada, Hashim H. "Turboelectric Distributed Propulsion System for NASA Next Generation Aircraft." (2017).
Porubov, A. V., D. Bouche, and G. Bonnaud. "Description of numerical shock profiles of non-linear Burgers' equation by asymptotic solution of its differential approximations." International Journal on Finite Volumes 5, no. 1 (2008): 1-16.
Jiang, Xiaoxuan, Jiawei Wang, Wan Wang, and Haixiang Zhang. "A predictor–corrector compact difference scheme for a nonlinear fractional differential equation." Fractal and Fractional 7, no. 7 (2023): 521. https://doi.org/10.3390/fractalfract7070521 DOI: https://doi.org/10.3390/fractalfract7070521
Kaur, Komalpreet, Gurjinder Singh, and Daniele Ritelli. "A Five-Step Block Method Coupled with Symmetric Compact Finite Difference Scheme for Solving Time-Dependent Partial Differential Equations." Symmetry 16, no. 3 (2024): 307. https://doi.org/10.3390/sym16030307 DOI: https://doi.org/10.3390/sym16030307
Samaouali, Abderrahim, and Imad Kadiri. "CFD comparison of 2D and 3D aerodynamics in H-Darrieus prototype wake." e-Prime-Advances in Electrical Engineering, Electronics and Energy 4 (2023): 100178. https://doi.org/10.1016/j.prime.2023.100178 DOI: https://doi.org/10.1016/j.prime.2023.100178
Pei, Yanrong, Haifang Jian, and Wenchang Li. "An Improved Lax-Wendroff Scheme for Two-Dimensional Transient Thermal Simulation." Applied Sciences 13, no. 21 (2023): 11713. https://doi.org/10.3390/app132111713 DOI: https://doi.org/10.3390/app132111713
J. C. Tannehill, D. A. Anderson, and R. H. Pletcher, Computational Fluid Mechanics and Heat Transfer, 3rd Edition. New York: Tayler and Francis, 2012. Accessed: Oct. 09, 2023.
Hoffmann, Klaus A, & Chaing, Steve T. (2000). Computational Fluid Dynamics. Vol.1. Wichita. Kansas. EES. (Chapter 7).
Aksan, E. N. "A numerical solution of Burgers’ equation by finite element method constructed on the method of discretization in time." Applied mathematics and computation 170, no. 2 (2005): 895-904. https://doi.org/10.1016/j.amc.2004.12.027 DOI: https://doi.org/10.1016/j.amc.2004.12.027
Pelinovsky, Dmitry E., and Björn de Rijk. "Extinction of multiple shocks in the modular Burgers’ equation." Nonlinear Dynamics 111, no. 4 (2023): 3679-3687. https://doi.org/10.1007/s11071-022-07873-x DOI: https://doi.org/10.1007/s11071-022-07873-x
Bonkile, Mayur P., Ashish Awasthi, C. Lakshmi, Vijitha Mukundan, and V. S. Aswin. "A systematic literature review of Burgers’ equation with recent advances." Pramana 90 (2018): 1-21. https://doi.org/10.1007/s12043-018-1559-4 DOI: https://doi.org/10.1007/s12043-018-1559-4
M. Zahid, “Numerical Solution of an Inviscid Burger Equation with Cauchy Conditions,” International Journal of Emerging Multidisciplinaries: Mathematics, vol. 1, no. 3, pp. 62–73, Sep. 2022. https://doi.org/10.54938/ijemdm.2022.01.3.104 DOI: https://doi.org/10.54938/ijemdm.2022.01.3.104
Saldır, Onur, Mehmet Giyas Sakar, and Fevzi Erdogan. "Numerical solution of fractional order Burgers’ equation with Dirichlet and Neumann boundary conditions by reproducing kernel method." Fractal and Fractional 4, no. 2 (2020): 27. https://doi.org/10.3390/fractalfract4020027 DOI: https://doi.org/10.3390/fractalfract4020027
Pawar, Suraj, and Omer San. "CFD Julia: A learning module structuring an introductory course on computational fluid dynamics." Fluids 4, no. 3 (2019): 159. https://doi.org/10.3390/fluids4030159 DOI: https://doi.org/10.3390/fluids4030159
Zhang, Jingru, and Qing Yang. "The Finite Volume Element Method for Time Fractional Generalized Burgers’ Equation." Fractal and Fractional 8, no. 1 (2024): 53. https://doi.org/10.3390/fractalfract8010053 DOI: https://doi.org/10.3390/fractalfract8010053
Sahraee, Zahra, and Maryam Arabameri. "A Semi-Discretization Method Based on Finite Difference and Differential Transform Methods to Solve the Time-Fractional Telegraph Equation." Symmetry 15, no. 9 (2023): 1759. https://doi.org/10.3390/sym15091759 DOI: https://doi.org/10.3390/sym15091759
Savović, Svetislav, Miloš Ivanović, and Rui Min. "A Comparative Study of the Explicit Finite Difference Method and Physics-Informed Neural Networks for Solving the Burgers’ Equation." Axioms 12, no. 10 (2023): 982. https://doi.org/10.3390/axioms12100982 DOI: https://doi.org/10.3390/axioms12100982
Yan, Gary, and Carl Ollivier-Gooch. "Applications of the unsteady error transport equation on unstructured meshes." AIAA Journal 56, no. 11 (2018): 4463-4473. https://doi.org/10.2514/1.J057024 DOI: https://doi.org/10.2514/1.J057024
Manshoor, Bukhari, Amir Khalid, Azwan Sapit, Izzuddin Zaman, and Akmal Nizam. "Numerical solution of Burger’s equation based on Lax-Friedrichs and Lax-Wendroff schemes." In AIP Conference Proceedings, vol. 1831, no. 1. AIP Publishing, 2017. https://doi.org/10.1063/1.4981166 DOI: https://doi.org/10.1063/1.4981166
Mohamed, Norhan A. "Solving one-and two-dimensional unsteady Burgers' equation using fully implicit finite difference schemes." Arab Journal of Basic and Applied Sciences 26, no. 1 (2019): 254-268. https://doi.org/10.1080/25765299.2019.1613746 DOI: https://doi.org/10.1080/25765299.2019.1613746
Wei, G. W., D. S. Zhang, D. J. Kouri, and D. K. Hoffman. "Distributed approximating functional approach to Burgers' equation in one and two space dimensions." Computer Physics Communications 111, no. 1-3 (1998): 93-109. https://doi.org/10.1016/S0010-4655(98)00041-1 DOI: https://doi.org/10.1016/S0010-4655(98)00041-1