Possible topics for (applied) papers for Math 577
IEEE Transactions on Control Systems Technology:
First of all, I recommend the IEEE Transactions on Control Systems
Technology, which you can access online, for articles on applications of
control theory to almost any conceivable area.
For example, just the
November 2006 issue (click to access)
has papers on inverted pendulum stabilization (recall that we briefly talked
about this; one model can be found in page 91 of the textbook), robotics,
car parking (very close to what we did in class with Lie brackets),
flight control, turbine control, welding processes, heating systems,
formation control of unmanned aerial vehicles (UAVs), hybrid fuel cells, etc.,
and the
September 2006 issue (click to access)
has articles on cooperative control of networked autonomous air vehicles,
air traffic control, diesel engines, chemical plants, steel manufacturing,
etc.
Some other topics, randomly picked just from tables of contents of previous
2006 issues, deal with control applications in
magnetic levitation,
freeway traffic surveillance,
water distribution networks,
fiber optics,
telephone call centers,
car suspensions,
teleoperated laparoscopic surgery,
racing motorcycle engines,
wheeled mobile robots,
light rail vehicles,
teleoperation via Internet-like channels,
optical storage drives,
reconfigurable flight control,
disk drives,
chemical reactors,
VTOL aircraft,
compact disc players,
anti-ship missiles, and
noise control for headphones.
Some papers:
Two papers on model reduction using balancing (covered in class), but in one
case generalized to stochastic systems. One regarding HMM's, the other one
biology.
As requested, a paper on robotics and model reduction:
As requested, a paper dealing with economics:
Some papers on optimal control of chemotherapy and/or HIV:
-
K.R. Fister, S. Lenhart, and J. S. McNally, Optimizing chemotherapy in an HIV
model, Electronic J. Differential Equations 1998 (1998): 1-12.
-
H.R. Joshi, Optimal control of an HIV immunology model, Optimal
Control Appl. Methods, 23 (2002): 199-213.
-
E. Jung, S. Lenhart, and Z. Feng, Optimal control of treatments in a two
strain tuberculosis model, Discrete and Continuous Dynamical Systems 2(2002):
473-482.
-
D. E. Kirschner, S. Lenhart, and S. Serbin, Optimal control of the
chemotherapy of HIV, Journal of Math Biology 35(1997), 77-96.
-
John Carl Panetta and K. Renee Fister,
Optimal control applied to cell-cycle-specific cancer chemotherapy,
SIAM J. Appl. Math. 60 (2000): 1059-1072
-
John Carl Panetta and K. Renee Fister,
Optimal control applied to competing chemotherapeutic cell-kill strategies,
SIAM J. Appl. Math. 63 (2003):, 1954-1971
-
Rebecca V. Culshaw, Shigui Ruan and Raymond J. Spiteri,
Optimal HIV treatment by maximising immune response
Journal of Math Biology 48(2004): 545-562
A paper dealing with constraints imposed by the controller being subject to
bandwidth constraints due to communication limitations (this is a very
active area of research):
Projects based on textbook:
-
(This is mostly numerical.)
For the airplane and inverted-cart examples, do problems
3.2.12-13 (p.90; controllability),
5.1.14-15 (p.188, pole-shifting),
6.2.5-6 (p.272, observability),
7.2.7-8 (p. 325, dynamic feedback).
(Last item still to be covered in class.)
Ideally, you could do some of these problems for arbitrary parameters (using
if needed a symbolic manipulation package such as Maple or Mathematica), but
at least do them for appropriate numerical values of parameters.
-
(This is a little more theoretical.)
For time-varying linear systems (we didn't get to do much of t-v theory),
read section 3.5 and work out problems
3.5.7,
3.5.13,
3.5.14,
3.5.20,
3.5.23 (harder but interesting),
and
3.5.25.
-
(Examples, mostly.)
Problems on nonlinear controllability and stabilization (you will need to
read some material not covered in class, especially for the stabilization
problems):
4.3.14/5 (p. 163),
5.9.4 (p. 241),
5.9.7-8 (p.245),
and 5.9.19-20 (p.256).
-
(Mix of numerical and easy theoretical.)
Problems on quadratic-cost optimal control of linear systems
(material to be covered in class, some you'll need to read):
8.2.3-6 (p.368),
8.4.8 (p.388),
and
8.3.7-8 (p. 379).
-
(Very theoretical.)
Lie algebraic controllability: read and work out problems 4.6.1-3 (p.180).
-
(Very theoretical.)
Feedback linearization: read and work out problems 5.3.11-12 and 5.3.18-19.
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