Isogeometric Analysis (IGA) was proposed in recent years as an alternative
methodology for finite element analysis by integrating Computer Aided Design
(CAD) and downstream analysis without the use of an intermediate
mesh model. The main idea of IGA is that the basis functions used to
exactly model the geometry will also serve as the basis functions for the
solution space of the numerical method. Most of the existing efforts are
mainly focused on investigating different bases for IGA that should be simple
for design and suitable for analysis. Basis functions of B-splines, NURBS
and T-splines are popularly used for IGA over the past few years. They all
work well for models with a regular control mesh. However, B-splines and
NURBS have severe limitations in defining models with arbitrary topology.
T-splines have excellent properties of local refinements, but have approximation
problems and continuity limitations in arbitrary topology. The
scenario is also true for other commonly used basis functions.
To tackle the above limitations, we developed a new method for both modeling
and isogeometric analysis using a control mesh with arbitrary topology.
The proposed method uses mapped basis functions that guarantee the continuity
at extraordinary vertices being the same as that at regular regions.
Based on the input of an arbitrary quadrilateral control mesh, a global
parameterization of the final surface is first defined through a Gravity Center
Method (GCM). A re-parameterization method is then applied to map
a basis function to others that are explicitly defined and are tailored to
each of the control vertices of the given control mesh. The final surface is
defined by all the input control vertices with their corresponding mapped
basis functions. Depending on the continuity of the basis function used for
mapping to others, the global continuity of the resulting surface, including
at extraordinary vertices, can be arbitrary higher order. The proposed
method using mapped basis functions can be applied with any kinds of basis
functions. First, we developed a scheme using mapped cubic B-spline
basis functions in both shape modeling and isogeometric analysis. We also
developed a new kind of basis function, called truncated interpolatory basis
function (TIBF), and an algorithm for parametric mesh regularization
(PMR) for interpolatory IGA, which is useful for direct analysis of models
defined using interpolatory modeling schemes. With both of the schemes
using mapped cubic B-spline basis functions and mapped TIBFs, a global
continuity of C2 can be achieved.
Among various performance indicators, convergence rate is an important
factor in evaluating a particular scheme for its suitability in isogeometric
analysis. In the literature, one can find theoretical convergence rates in a
regular setting for polynomial-based schemes in both isogeometric analysis
and other established methods in finite element analysis (FEA). In cases of
meshes of arbitrary topology or non-polynomial based schemes, however, it
is rather difficult to find a theoretical evaluation of convergence rate and
there is no standard numerical method for the evaluation of convergence
rate in isogeometric analysis. In this research, we also propose a method
for numerical evaluation of convergence rate based on L2 projection, a set
of standard stencils representing the underlying geometry, and a class of
scaled target functions (L2-STF) representing the underlying field solutions
in the solution space. To validate the proposed method, we have applied
the proposed numerical method for the evaluation of convergence rates in
isogeometric analysis using B-splines for regular meshes, mapped cubic Bspline
basis functions, and T-splines using unstructured meshes. The results
show that the numericalmethod produces true theoretical rates for B-splines
and reasonable rates for meshes of arbitrary topology.
To summarize, we conducted a systematic study on isogeometric analysis
and developed new schemes in isogeometric analysis using mapped basis
functions for models with arbitrary topology. A numerical method is also
developed for related evaluation of convergence rates. The results show that
the proposed schemes using mapped basis functions have many attractive
features and the proposed numerical method for convergence rate evaluation
is reliable and useful in isogeometric analysis, especially for models of
arbitrary topology.
| Date of Award | 15 Jul 2015 |
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| Original language | English |
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| Awarding Institution | - City University of Hong Kong
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| Supervisor | Weiyin MA (Supervisor) |
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- Computer-aided design
- Topology
- Isogeometric analysis
- Spline theory
- Finite element method
Isogeometric analysis of models with arbitrary topology for CAD/CAE integration
YUAN, X. (Author). 15 Jul 2015
Student thesis: Doctoral Thesis