Research Article | Open Access
W. Sinkala, M. Chaisi, "Using Lie Symmetry Analysis to Solve a Problem That Models Mass Transfer from a Horizontal Flat Plate", Mathematical Problems in Engineering, vol. 2012, Article ID 232698, 9 pages, 2012. https://doi.org/10.1155/2012/232698
Using Lie Symmetry Analysis to Solve a Problem That Models Mass Transfer from a Horizontal Flat Plate
We use Lie symmetry analysis to solve a boundary value problem that arises in chemical engineering, namely, mass transfer during the contact of a solid slab with an overhead flowing fluid. This problem was earlier tackled using Adomian decomposition method (Fatoorehchi and Abolghasemi 2011), leading to the Adomian series form of solution. It turns out that the application of Lie group analysis yields an elegant form of the solution. After introducing the governing mathematical model and some preliminaries of Lie symmetry analysis, we compute the Lie point symmetries admitted by the governing equation and use these to construct the desired solution as an invariant solution.
A simplified model for mass transfer phenomenon from a horizontal flat plate fixed along a laminar fluid flow is considered . Imagine a solid slab placed horizontally on the -axis as shown in Figure 1. The free stream velocity is denoted by (m/s), is the initial concentration of molecules of species (mol/m3), is the concentration of molecules of species at the plate interface (mol/m3), is the momentum (or hydrodynamic) boundary layer thickness (m), and is the concentration boundary layer thickness (m). Molecules of species from the solid slab diffuse along the -axis only to be swept downstream by the fluid flow in the hydrodynamic boundary layer. Subject to a number of assumptions (given in ), mass balance for species over an infinitesimal element based on the Cartesian coordinates leads to the PDE for the concentration of molecules of species , with the associated boundary conditions where , and and are constants. Precisely where is the diffusion coefficient (m2/s) and is the kinematic viscosity (m2/s). The rest of the paper is organised as follows. In Section 2 we present preliminaries of Lie symmetry analysis. Section 3 is the thrust of the paper. In this section we determine Lie point symmetries admitted by the governing PDE and subsequently the basis generator of the one-dimensional Lie symmetry algebra admitted by the boundary value problem (BVP). We then construct the solution to the BVP as an invariant solution. We give concluding remarks in Section 4.
2. Lie Symmetry Analysis of Differential Equations
There are many good introductions to Lie symmetry analysis of differential equations [2–6]. We will however indulge in a little introduction of the subject for completeness and to whet the appetite of the readers who could be new to the subject. Consider a scalar PDE of order , with independent variables, , and one dependent variable , where represents all the th order partial derivatives of with respect to . An element of the set represented by is denoted by , for . We want to define invariance of (2.1) under a one-parameter Lie group of transformations in the parameter , acting on the -space. The group (2.2) has as its infinitesimal generator where and the th extension given by where and for . The th extension of the group (2.2) is generated by the following (th extended) infinitesimal generator: with the explicit formulas for the extended infinitesimals given recursively by for with , where is the total derivative operator defined by with summation over a repeated index.
We say that (2.1) admits (or is invariant under) the Lie group of point transformations (2.2) if (2.1) has the same form in the new variables and , that is, When this is the case we sometimes (loosely) simply say that (the infinitesimal generator defined in (2.3)) is a symmetry of (2.1). Invariance of a differential equation under a given Lie group of transformations is neatly characterised by the infinitesimal criterion. Equation (2.1) is invariant under the Lie group of transformations (2.2) if and only if The infinitesimal criterion (2.10) provides a key to the explicit determination of symmetry groups admitted by differential equations. Using a straightforward algorithm based on (2.10) one obtains infinitesimals of the Lie group of point transformations that leaves a given differential equation invariant. The tedious algebraic calculations involved in this process are today done easily, often automatically, thanks to powerful Computer Algebra Systems (CAS) like Maple and Mathematica, Maxima and Reduce, and the many specific packages for performing symmetry analysis of differential equations [7–13].
An admissible Lie group characterises symmetry properties of a differential equation and is used for, among other things, complete integration (in the case of ODEs) or construction of special exact solutions of the differential equation (see, e.g., [14–17]). For boundary (initial) value problems (BIVPs) there is a principle, the invariance principle, which states that if a BIVP is invariant under a given group, then one should seek the solution to the problem among the functions invariant under the admitted group. To state this principle concretely consider a BIVP where is a given manifold. Suppose that (2.11) admits one-parameter symmetries We say that (2.11)-(2.12) is invariant under a symmetry for some constants , provided that(i)the manifold is invariant under ;(ii)the boundary (initial) condition is invariant under restricted to .
We now state the invariance principle [15, 18]: if the BIVP (2.11)-(2.12) admits one-parameter symmetries , one should seek the solution of the problem among the functions invariant under . Successful application of the invariance principle to solve BIVPs has been reported in a number of papers (see, e.g., [17, 19–21]).
In the light of the invariance principle, the starting point in the “search” for the solution of (1.1)-(1.2) is the determination of the subalgebra of the Lie algebra spanned by the symmetries in (3.1) that leaves the boundary conditions (1.2) invariant. To do this we construct a special linear combination, of the symmetries in (3.1), with the constants ’s suitably chosen so that the boundary conditions (1.2) are invariant under (3.3), that is, we require that
From (3.4) we obtain that from which it follows that . Therefore (3.3) reduces to the general form of the symmetry admitted by both the PDE (1.1) and the boundary conditions (1.2), where is an arbitrary constant. We can now assume the existence of an invariant solution of the BVP (1.1)-(1.2), the form of which is determined by functions invariant under the group generated by (3.6). The characteristic equations of (3.6), yield the integrals from the first and second equations, respectively. These integrals are the similarity variables of the BVP and the invariant solution is expressed in terms of them in the form or where is an arbitrary function. Upon substituting (3.10) into (1.1) we obtain the following second-order linear ODE: The solution of (3.11) is where and are arbitrary constants and is the incomplete gamma function defined by We now have that all invariant solutions of (1.1) arising from (3.6) are embedded in the family of solutions (3.10). The values of and in (3.12) are determined from the boundary conditions (1.2): where We now solve the equations (3.14) simultaneously for and . We obtain that and are constants only if we set in which case Finally from (3.10), (3.12), and (3.17) we have that the BVP (1.1)-(1.2) is solved by
4. Concluding Remarks
When a PDE is richly endowed with Lie point symmetries (i.e., when the PDE admits the Lie symmetry algebras or , where is the Heisenberg-Weyl ) the symmetry analysis approach usually provides a neat solution (when it exists) to the associated BIVP. Algorithms for obtaining admitted Lie point symmetries and for using the symmetries to construct invariant solutions are well developed and quite routine. It is instructive to compare the solution obtained in this paper, (3.18), with the series-form solution obtained by Fatoorehchi and Abolghasemi  via Adomian decomposition: where ’s and are “suitable” constants. As reported in  one can also solve (1.1)-(1.2) by the combination of variables method, the starting point of which is the assumption that for suitable numbers and and some function . This approach also leads to the exact solution We remark here that Fatoorehchi and Abolghasemi  only determine the constants ’s and by comparing (4.1) with the exact solution (4.3). These constants are determined to be where Sc is the Schmidt number.
The authors thank the Directorate of Research Development at Walter Sisulu University for its continued support and the anonymous referees for useful comments that helped to improve the paper.
- H. Fatoorehchi and H. Abolghasemi, “Adomian decomposition method to study mass transfer from a horizontal flat plate subject to laminar fluid flow,” Advances in Natural and Applied Sciences, vol. 5, no. 1, pp. 26–33, 2011.
- G. W. Bluman and S. Kumei, Symmetries and Differential Equations, vol. 81 of Applied Mathematical Sciences, Springer, New York, NY, USA, 1989.
- B. J. Cantwell, Introduction to Symmetry Analysis, Cambridge Texts in Applied Mathematics, Cambridge University Press, Cambridge, UK, 2002.
- P. J. Olver, Applications of Lie Groups to Differential Equations, vol. 107 of Graduate Texts in Mathematics, Springer, New York, NY, USA, 2nd edition, 1993.
- L. V. Ovsiannikov, Group Analysis of Differential Equations, Academic Press, New York, NY, USA, 1982.
- H. Stephani, Differential Equations, Cambridge University Press, Cambridge, UK, 1989.
- G. Baumann, Symmetry Analysis of Differential Equations with Mathematica, Springer, New York, NY, USA, 2000.
- A. K. Head, “LIE, a PC program for Lie analysis of differential equations,” Computer Physics Communications, vol. 77, no. 2, pp. 241–248, 1993.
- W. Hereman, “Review of symbolic software for the computation of Lie symmetries of differential equations,” Euromath Bulletin, vol. 1, no. 2, pp. 45–82, 1994.
- F. Schwarz, “Automatically determining symmetries of partial differential equations,” Computing, vol. 34, no. 2, pp. 91–106, 1985.
- F. Schwarz, “Automatically determining symmetries of partial differential equations,” Computing, vol. 36, pp. 279–280, 1986.
- F. Schwarz, “Symmetries of differential equations: from Sophus Lie to computer algebra,” SIAM Review, vol. 30, no. 3, pp. 450–481, 1988.
- J. Sherring, A. K. Head, and G. E. Prince, “Dimsym and LIE: symmetry determination packages,” Mathematical and Computer Modelling, vol. 25, no. 8-9, pp. 153–164, 1997, Algorithms and software for symbolic analysis of nonlinear system.
- N. C. Caister, J. G. O'Hara, and K. S. Govinder, “Solving the Asian option PDE using Lie symmetry methods,” International Journal of Theoretical and Applied Finance, vol. 13, no. 8, pp. 1265–1277, 2010.
- R. K. Gazizov and N. H. Ibragimov, “Lie symmetry analysis of differential equations in finance,” Nonlinear Dynamics, vol. 17, no. 4, pp. 387–407, 1998.
- C. M. Khalique and A. Biswas, “Optical solitons with power law nonlinearity using Lie group analysis,” Physics Letters, Section A, vol. 373, no. 23-24, pp. 2047–2049, 2009.
- K. P. Pereira, “Transformation groups applied to two-dimensional boundary value problems in fluid mechanics,” Journal of Nonlinear Mathematical Physics, vol. 15, supplement 1, pp. 192–202, 2008.
- N. H. Ibragimov, Modern Group Analysis, Springer, Dordrecht, The Netherlands, 2000.
- V. Naicker, K. Andriopoulos, and P. G. L. Leach, “Symmetry reductions of a Hamilton-Jacobi-Bellman equation arising in financial mathematics,” Journal of Nonlinear Mathematical Physics, vol. 12, no. 2, pp. 268–283, 2005.
- W. Sinkala, P. G. L. Leach, and J. G. O'Hara, “Zero-coupon bond prices in the Vasicek and CIR models: their computation as group-invariant solutions,” Mathematical Methods in the Applied Sciences, vol. 31, no. 6, pp. 665–678, 2008.
- W. Sinkala, “Two ways to solve, using Lie group analysis, the fundamental valuation equation in the double-square-root model of the term structure,” Communications in Nonlinear Science and Numerical Simulation, vol. 16, no. 1, pp. 56–62, 2011.
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