Abstract
Although global collocation with radial basis functions proved to be a very accurate means of solving interpolation and partial differential equations problems, ill-conditioned matrices are produced, making the choice of the shape parameter a crucial issue. The use of local numerical schemes, such as finite differences produces better conditioned matrices. For scattered points, a combination of finite differences and radial basis functions avoids the limitation of finite differences to be used on special grids. In this paper, we use a higher-order shear and normal deformation plate theory and a radial basis function—finite difference technique for predicting the static behavior of thick plates. Through numerical experiments on square and L-shaped plates, the accuracy and efficiency of this collocation technique is demonstrated, and the numerical accuracy and convergence are thoughtfully examined. This technique shows great potential to solve large engineering problems without the issue of ill-conditioning.
Similar content being viewed by others
References
Lo KH, Christensen RM, Wu EM (1977) A high-order theory of plate deformation, part 1: homogeneous plates. J Appl Mech 44(7):663–668
Lo KH, Christensen RM, Wu EM (1977) A high-order theory of plate deformation, part 2: laminated plates. J Appl Mech 44(4):669–676
Kant T (1982) Numerical analysis of thick plates. Comput Methods Appl Mech Eng 31:1–18
Kant T, Owen DRJ, Zienkiewicz OC (1982) A refined higher-order co plate element. Comput Struct 15(2):177–183
Pandya BN, Kant T (1988) Higher-order shear deformable theories for flexure of sandwich plates-finite element evaluations. Int J Solids Struct 24:419–451
Batra RC, Vidoli S (2002) Higher order piezoelectric plate theory derived from a three-dimensional variational principle. AIAA J 40:91–104
Carrera E (1996) C0 Reissner-Mindlin multilayered plate elements including zig-zag and interlaminar stress continuity. Int J Numer Methods Eng 39:1797–1820
Carrera E, Kroplin B (1997) Zig-zag and interlaminar equilibria effects in large deflection and post-buckling analysis of multilayered plates. Mech Compos Mater Struct 4:69–94
Carrera E (1998) Evaluation of layer-wise mixed theories for laminated plate analysis. AIAA J 36:830–839
Librescu L, Khdeir AA, Reddy JN (1987) A comprehensive analysis of the state of stress of elastic anisotropic flat plates using refined theories. Acta Mech 70:57–81
Reddy JN (1997) Mechanics of laminated composite plates. CRC Press, New York
Fiedler L, Vestroni F, Lacarbonara W (2010) A generalized higher-order theory for multi-layered, shear-deformable composite plates. Acta Mech 209:85–98
Hardy RL (1971) Multiquadric equations of topography and other irregular surfaces. J Geophys Res 176:1905–1915
Hardy RL (1975) Research results in the application of multiquadric equations to surveying and mapping problems. Surv Mapp 35(4):321–332
Kansa EJ (1990) Multiquadrics a scattered data approximation scheme with applications to computational fluid-dynamics. i. surface approximations and partial derivative estimates. Comput Math Appl 19(8–9):127–145
Kansa EJ (1990) Multiquadrics a scattered data approximation scheme with applications to computational fluid-dynamics. ii. solutions to parabolic, hyperbolic and elliptic partial differential equations. Comput Math Appl 19(8–9):147–161
Roque CMC, Ferreira AJM, Jorge RMN (2007) A radial basis function approach for the free vibration analysis of functionally graded plates using a refined theory. J Sound Vib 300(3–5):1048–1070
Ferreira AJM, Roque CMC, Jorge RMN (2007) Natural frequencies of fsdt cross-ply composite shells by multiquadrics. Compos Struct 77(3):296–305
Flyer N, Fornberg B (2011) Radial basis functions: Developments and applications to planetary scale flows. Comput Fluids 46(1):23–32
Tolstykh AI, Lipavskii MV, Shirobokov DA (2003) High-accuracy discretization methods for solid mechanics. Arch Mech 55(5–6):531–553
Shu C, Ding H, Yeo KS (2003) Local radial basis function-based differential quadrature method and its application to solve two-dimensional incompressible Navier-Stokes equations. Comput Methods Appl Mech Eng 192(7–8):941–954
Cecil T, Qian J, Osher S (2004) Numerical methods for high dimensional Hamilton-Jacobi equations using radial basis functions. J Comput Phys 196(1):327–347
Wright GB, Fornberg B (2006) Scattered node compact finite difference-type formulas generated from radial basis functions. J Comput Phys 212(1):99–123
Shan YY, Shu C, Qin N (2009) Multiquadric finite difference (mq-fd) methods and its application. Adv Appl Math Mech 1(5):615–638
Bayona V, Moscoso M, Carretero M, Kindelan M (2010) Rbf-fd formulas and convergence properties. J Comput Phys 229(22):8281–8295
Fornberg B, Lehto E (2011) Stabilization of rbf-generated finite difference methods for convective pdes. J Comput Phys 230(6):2270–2285
Micchelli CA (1986) Interpolation of scattered data distance matrices and conditionally positive definite functions. Constr Approx 2(1):11–22
Wendland H (2005) Computational aspects of radial basis function approximation. In: Jetter K, Buhmann M, Haussmann W, Schaback R, Stoeckler J (eds) Topics in multivariate approximation and interpolation. Elsevier, Amsterdam
Fornberg B, Wright G, Larsson E (2004) Some observations regarding interpolants in the limit of flat radial basis functions. Comput Math Appl 47:37–55
Mindlin RD (1951) Influence of rotary inertia and shear in flexural motions of isotropic elastic plates. J Appl Mech 18:31–38
Ferreira AJM, Fasshauer GE (2006) Computation of natural frequencies of shear deformable beams and plates by a rbf-pseudospectral method. Comput Methods Appl Mech Eng 196:134–146
Ferreira AJM (2008) MATLAB codes for finite element analysis: solids and structures. Springer, Berlin
Dawe DJ, Roufaeil OL (1980) Rayleigh-Ritz vibration analysis of Mindlin plates. J Sound Vib 69(3):345–359
Liew KM, Wang J, Ng TY, Tan MJ (2004) Free vibration and buckling analyses of shear-deformable plates based on fsdt meshfree method. J Sound Vib 276:997–1017
Hinton E (1988) Numerical methods and software for dynamic analysis of plates and shells. Pineridge, Swansea
Kant T, Swaminathan K (2001) Free vibration of isotropic, orthotropic, and multilayer plates based on higher order refined theories. J Sound Vib 241(2):319–327
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Roque, C.M.C., Rodrigues, J.D. & Ferreira, A.J.M. Analysis of thick plates by local radial basis functions-finite differences method. Meccanica 47, 1157–1171 (2012). https://doi.org/10.1007/s11012-011-9501-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11012-011-9501-6