ME 497 DGD: Robust Control
and Convex Methods
Summary:
This course is primarily
for graduate students in engineering and applied mathematics who wish to
learn the latest convex techniques and methods of robust control.
This is a powerful and general methodology, and the course is designed
to introduce students to the subject, and prepare them either for work
in control theory research, or to successfully apply the methods of the
course in applications. The course will stress both the theoretical development
of results as well as issues related to their application and computation;
assignments will be both analysis and computationally oriented; each student
will have the choice of doing a project on either (A) a research paper;
or (B) controller design and implementation for a laboratory experiment.
Topics include:
-
Introduction to systems theory:
function spaces and operator theory
-
Balanced realizations
-
Model reduction: Hankel
norm and balanced truncation approaches
-
Stabilization theory
-
H-2 synthesis
-
H-infinity synthesis
-
mu-theory and integral quadratic
constraints: analysis and synthesis
-
LMI computational techniques
Text:
Dullerud, G.E.,
Paganini, F.G., A Course in Robust Control Theory, (to appear),
Springer-Verlag, 1999.
Prerequisites:
Mechanical Engineering
240 or equivalent, or consent of instructor.
Course Credit:
1 unit.
Further Information:
Course Web Page
Curriculum
in Control Web Page
Last Modified: Spetember 14, 1999