Spring 2002 Course Announcement
CHFEN 7203: Advanced Process Control
Class Number 12925, 3 Credit Hours
Offered on Mondays, Wednesday and Fridays from 9:40 to 10:30 in JTB 110
(James Talmage Building on Presidents Circle).
DESCRIPTION:
The focus of this course is on robust
multivariable control.
We will emphasize the ability to solve control problems rather
than mathematical theory. Nevertheless, this course will require
a solid background in classical and state-space control methods and
may be quite challenging to some students.
COVERAGE:
1.
We will quickly review/introduce fundamentals of robust multivariable
design - definitions, analysis and performance of multivariable
linear time invariant systems, interactions, directionality and
robustness of MLTI systems. This part of the course will take
roughly one-third of the semester.
2.
We will then consider the shaping of sensitivity and complementary
sensitivity of MLTI
systems, specification of model and/or disturbance uncertainty and
desired performance in terms of the generalized
plant (linear fractional transformation framework).
3.
We will use the second half of the semester to study controller
design methods for MLTI systems. This includes LQR/LQG methods,
frequency-weighted
LQR/LQG design, minimax design as it relates to
and
H2 design methods and, finally, H2 and
synthesis.
Time permitting, we will also consider -synthesis methods.
CLASS OBJECTIVE:
At the end of the class, you should be able to
independently formulate a robust control problem for MLTI systems and solve
it using the Robust Control toolbox in Matlab.
TEXTBOOKS:
We will use one or both of the following books:
1.
Sigurd Skogestad and Ian Postlethwaite,
Multivariable Feedback Control. Wiley,
1996.
2.
Kemin Zhou with John C. Doyle, Essentials of Robust Control.
Prentice Hall, 1998.
SOFTWARE:
Matlab with Robust Control toolbox.
PREREQUISITES:
No formal prerequisites. However, students are
assumed to have a ``working'' knowledge of classical SISO control,
linear algebra, matrix analysis. Knowledge of state-space methods will
be very helpful. If you want to take this course as a first graduate
control class, you may have trouble keeping up.
HOMEWORK:
I hope to have 8 or more sets of homework problems.
Most (if not all) assignments will require computer simulation. A class
project involving a literature review, computer simulation, a written report
and an oral presentation at the end of the semester will be required.
EXAMINATIONS:
All examinations will be of the take-home variety.