ME 535 Computer-Aided Geometric Design

Instructor: Prof. Xiaoping Qian

Classroom: TBD

Lecture Time: M W 4:00 pm ~ 5:15 pm

 

The ability to understand, construct and process three-dimensional geometric models on the computer is essential for many modern engineering fields, such as computer-aided design and manufacturing (CAD/CAM), engineering simulation, biomedical imaging, robotics, computer vision, and computer graphics. This course focuses on CAGD techniques for modeling freeform curves and surfaces such as body shapes of ships, automobiles and aircrafts. Many consumer products as well as electronic devices are also designed with freeform aesthetic shapes.

 

nurbsIntersect.png

 

 

 

 

 

 

Intersection of NURBS surfaces with a point-set surface

Rational Bezier tetrahedral

Maximum principal curvatures

 

Course Description

This course covers mathematics and algorithms for defining, manipulating and querying three-dimensional geometric models, with emphasis on techniques for curve and surface modeling. These techniques are central to fields such as computer-aided design and manufacturing, computer graphics and animation, and are of growing importance to finite element (e.g. isogeometric) analysis. Applications of these techniques in 3D scanning and 3D printing are discussed in class.

 

Computer programming in C/C++ , Matlab or Java will be an integral part of this course.

 

Prerequisites

Math223 or equiv, or cons inst

Course Topics

1.     hits counterIntroduction

2.     Parametric curves

a.      Hermite curve

                                                   i.      blending functions

                                                 ii.      matrix form

                                                iii.      basis conversion

b.     Bezier curve

                                                             i.      Bernstein polynomial and its properties

                                                           ii.      Bezier curve properties

                                                        iii.      differentiation

                                                         iv.      matrix form

                                                           v.      basis conversion

                                                         vi.      de Casteljau algorithm

c.      B-spline curve

                                                             i.      recursive form of blending function

                                                           ii.      Cox de Boor algorithm

                                                        iii.      Differentiation

                                                         iv.      Uniform B-spline, matrix form, and basis conversion

                                                           v.      B-spline curve properties

d.     Non-uniform rational B-spline (NURBS) curve

e.      Blossoms: affine interpolation, knot insertion, degree elevation, Bezier extraction, derivatives, parametric continuity

3.     Parametric surfaces

a.      Bilinear patch

b.     Hermite patch

c.      Coons patch

d.     Bi-cubic patch

e.      Bezier surface

                                                     i.    properties

                                                   ii.    de Casteljau

                                                  iii.    tensor product

f.       B-spline surface

                                                     i.    properties

                                                   ii.    Cox de Boor

                                                  iii.    tensor product

g.     NURBS surface

                                                   i.      Representation of extruded surface

                                                 ii.      Representation of revolved surface

h.     Triangular Bezier patch: surface evaluation, derivative, continuity

i.    Blossom: tensor-product blossom, bivariate blossom

4.  Geometric properties

a.      differential geometry (local properties)

                                                   i.      tangent and normal

                                                 ii.      1st and 2nd fundamental form

                                                iii.      normal curvature

                                               iv.      principal curvatures and directions

                                                 v.      differential geometry of intersection curves

b.     global properties

                                                 i.           mass properties

5.  Subdivision surfaces

a.      Uniform subdivision of quadratic and cubic curves

b.     Doo-Sabin subdivision surface

c.      Catmull-Clark subdivision surface

                                                                         i.      Recursive refinement

                                                                       ii.      Direct parametric evaluation

                                                                    iii.      Basis function

d.     Loop subdivision surface

6. Interpolation and approximation

a.      Data parameterization

b.     Interpolation

c.      Approximation

7.     Applications (tentative)

a.      Surface reconstruction in 3D scanning

b.     B-spline based shape optimization

c.      Path generation in NC machining

                                             i.      Tool path resolution and accuracy

                                           ii.      Planning step length and path interval

                                          iii.      CC based method for generating linear segments: Isoparametric and Cartesian plane method

                                         iv.      CL based method for generating freeform curve segments: surface/surface intersection, orthogonal projection, curve tracing through Runge-Kutta, maximum scallop point, B-spline curve interpolation.

d.     Slicing in 3D printing

 

 

Textbook: None.

 

References

1.      Gerald Farin, Curves and Surfaces for Computer Aided Geometric Design, A Practical Guide. Morgan Kaufmann, 5th ed., ISBN 1-55860-737-4, 2002.

2.       H. Prautzsch, W. Boehm, M. Paluszny, Bezier and B-spline Techniques, Springer-Verlag, 2002.

3.       Nicholas M. Patrikalakis and Takashi Maekawa, Shape Interrogation for Computer-Aided Design and Manufacturing, Springer 2001.

4.       CAGD Notes at UC Davis

5.       M. Mortenson, Geometric Modeling, 2nd edition, John Wiley, ISBN 0471129577, 1997

6.       Choi, B. K. and Jerard, R. B., Sculptured Surface Machining, Kluwer Academic Publishers, 1998.

7.       Design Mentor and Computing with Geometry from Michigan Technical University