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As we attempt to solve engineering problems of ever increasing complexity, so must we develop and learn new methods for doing so. The Finite Difference Method used for centuries eventually gave way to Finite Element Methods (FEM), which better met the demands for flexibility, effectiveness, and accuracy in problems involving complex geometry. Now, however, the limitations of FEM are becoming increasingly evident, and a new and more powerful class of techniques is emerging.
For the first time in book form, Mesh Free Methods: Moving Beyond the Finite Element Method provides full, step-by-step details of techniques that can handle very effectively a variety of mechanics problems. The author systematically explores and establishes the theories, principles, and procedures that lead to mesh free methods. He shows that meshless methods not only accommodate complex problems in the mechanics of solids, structures, and fluids, but they do so with a significant reduction in pre-processing time.
While they are not yet fully mature, mesh free methods promise to revolutionize engineering analysis. Filled with the new and unpublished results of the author's award-winning research team, this book is your key to unlocking the potential of these techniques, implementing them to solve real-world problems, and contributing to further advancements.
Author Notes
G. R. Liu is Director of the Centre for Advanced Computations in Engineering Science at the National University of Singapore.
Table of Contents
1 Introduction | p. 1 |
1.1 Defining Mesh Free Methods | p. 1 |
1.2 Need for MFree Methods | p. 3 |
1.3 The Idea of MFree Methods | p. 4 |
1.4 Outline of the Book | p. 4 |
2 Mesh Free Methods for Engineering Problems | p. 9 |
2.1 Physical Phenomena in Engineering | p. 9 |
2.2 Solution Procedure | p. 9 |
2.3 Modeling the Geometry | p. 10 |
2.4 Node Generation | p. 13 |
2.5 Shape Function Creation | p. 15 |
2.6 Property of Material or Media | p. 15 |
2.7 Boundary, Initial, and Loading Conditions | p. 15 |
2.8 Simulation | p. 16 |
2.9 Visualization | p. 18 |
2.10 MFree Method Procedure | p. 18 |
2.11 Remarks | p. 25 |
3 Mechanics of Solids and Structures | p. 27 |
3.1 Basics | p. 27 |
3.2 Equations for Three-Dimensional Solids | p. 28 |
3.3 Equations for Two-Dimensional Solids | p. 34 |
3.4 Equations for Truss Members | p. 37 |
3.5 Equations for Beams | p. 38 |
3.6 Equations for Plates | p. 43 |
3.7 Remarks | p. 51 |
4 Principles for Weak Forms | p. 53 |
4.1 Strong Forms vs. Weak Forms | p. 53 |
4.2 Hamilton's Principle | p. 54 |
4.3 Constrained Hamilton's Principle | p. 55 |
4.4 Galerkin Weak Form | p. 58 |
4.5 Constrained Galerkin Weak Form | p. 61 |
4.6 Minimum Total Potential Energy Principle | p. 62 |
4.7 Weighted Residual Method | p. 63 |
4.8 Weighted Residual Method with Constraints | p. 64 |
4.9 Points to Note | p. 65 |
4.10 Remarks | p. 65 |
5 MFree Shape Function Construction | p. 67 |
5.1 Overview | p. 67 |
5.2 Smoothed Particle Hydrodynamics Approach | p. 70 |
5.3 Reproducing Kernel Particle Method | p. 77 |
5.4 Moving Least Squares Approximation | p. 79 |
5.5 Point Interpolation Method | p. 87 |
5.6 Radial PIM | p. 96 |
5.7 Radial PIM with Polynomial Reproduction | p. 101 |
5.8 Polynomial PIM with Coordinate Transformation | p. 107 |
5.9 Matrix Triangularization Algorithm | p. 110 |
5.10 Comparison Study via Examples | p. 116 |
5.11 Compatibility of MFree Function Approximation | p. 138 |
5.12 On the Concept of Reproduction | p. 143 |
5.13 Other Methods | p. 144 |
5.14 Remarks | p. 144 |
6 Element Free Galerkin Method | p. 147 |
6.1 EFG Formulation with Lagrange Multipliers | p. 147 |
6.2 EFG with Penalty Method | p. 169 |
6.3 Constrained Moving Least Square Method for EFG | p. 181 |
6.4 EFG for Nonlinear Elastic Problems | p. 198 |
6.5 Summary | p. 210 |
7 Meshless Local Petrov-Galerkin Method | p. 211 |
7.1 MLPG Formulation | p. 212 |
7.2 MLPG for Dynamic Problems | p. 229 |
7.3 Remarks | p. 246 |
8 Point Interpolation Methods | p. 249 |
8.1 Polynomial Point Interpolation Method | p. 250 |
8.2 Application of PIM to Foundation Consolidation Problem | p. 266 |
8.3 Radial Point Interpolation Method | p. 276 |
8.4 Local Point Interpolation Method (LPIM) | p. 300 |
8.5 Local Radial Point Interpolation Method | p. 314 |
8.6 Application of LRPIM to Diffusion Equations | p. 335 |
8.7 Comparison Study | p. 339 |
8.8 Summary | p. 341 |
9 Mesh Free Methods for Fluid Dynamics Problems | p. 345 |
9.1 Introduction | p. 345 |
9.2 Smoothed Particle Hydrodynamics Method | p. 346 |
9.3 Local Petrov-Galerkin Method | p. 369 |
9.4 Local Radial Point Interpolation Method | p. 382 |
10 Mesh Free Methods for Beams | p. 391 |
10.1 PIM Shape Function for Thin Beams | p. 392 |
10.2 Elastostatic Analysis of Thin Beams | p. 396 |
10.3 Buckling Analysis of Thin Beams (Eigenvalue Problem) | p. 403 |
10.4 Free-Vibration Analysis of Thin Beams (Eigenvalue Problem) | p. 405 |
10.5 Forced Vibration Analysis of Thin Beams (Time-Dependent Problem) | p. 408 |
10.6 Timoshenko Beams | p. 413 |
10.7 Remarks | p. 419 |
11 Mesh Free Methods for Plates | p. 421 |
11.1 EFG Method for Thin Plates | p. 421 |
11.2 EFG Method for Thin Composite Laminates | p. 439 |
11.3 EFG Method for Thick Plates | p. 457 |
11.4 RPIM for Thick Plates | p. 475 |
11.5 MLPG for Thin Plates | p. 486 |
11.6 Remarks | p. 499 |
12 Mesh Free Methods for Shells | p. 501 |
12.1 EFG Method for Spatial Thin Shells | p. 502 |
12.2 EFG Method for Thick Shells | p. 523 |
12.3 RPIM for Thick Shells | p. 534 |
12.4 Summary | p. 544 |
13 Boundary Mesh Free Methods | p. 545 |
13.1 BPIM Using Polynomial Basis | p. 546 |
13.2 BPIM Using Radial Function Basis | p. 557 |
13.3 Remarks | p. 565 |
14 Mesh Free Methods Coupled with Other Methods | p. 567 |
14.1 Coupled EFG/BEM | p. 567 |
14.2 Coupled EFG and Hybrid BEM | p. 580 |
14.3 Coupled MLPG/FE/BE Methods | p. 589 |
14.4 Remarks | p. 599 |
15 Implementation Issues | p. 601 |
15.1 Definition of the Support Domain or Influence Domain | p. 601 |
15.2 Triangular Mesh and Size of the Influence Domain | p. 602 |
15.3 Node Numbering and Bandwidth of the Stiffness Matrix | p. 603 |
15.4 Bucket Algorithm for Node Searching | p. 604 |
15.5 Relay Model for Domains with Irregular Boundaries | p. 605 |
15.6 Adaptive Procedure Based on Background Cells | p. 625 |
15.7 Strategy for Local Adaptive Refinement | p. 634 |
15.8 Remarks | p. 644 |
16 MFree2D[copyright] | p. 645 |
16.1 Overview | p. 645 |
16.2 Techniques Used in MFree2D | p. 646 |
16.3 Preprocessing in MFree2D | p. 646 |
16.4 Postprocessing in MFree2D | p. 661 |
References | p. 675 |
Index | p. 685 |