Chaos
My work in chaos
started at Cornell with my doctoral study on an
oscillator
with dry friction. At the root of this oscillator's dynamics was
a simple iterated map much like the famous logistic (quadratic) map, a
paradigm of chaos analyzed by the chaos pioneers who discovered period
doubling and other universal behavior.
Chaos can be
studied from an established model, either by analytical
treatment or simulation of the model. Steve
Shaw and I teach a course (ME
961) with this perspective, involving local bifurcation theory,
global
bifurcations due to homoclinic tangles, symbol dynamics and the
horseshoe
map, and perhaps routes to chaos (period doubling, intermittency, torus
wrinkling, torus doubling, and quasiperiodicity), or "codimension-2"
bifurcations.
A related course is ME
863 (nonlinear oscillations), which focuses less on chaos and more
on nonlinear resonances and self-excitation. Chaos can also be
studied by analyzing data from a chaotic process. When I get a
chance,
I do a course (ME
960) on the treatment of chaotic data. The idea is to take
measurements
of a chaotic process and recreate the geometry of what's actually going
on. Ultimately, the process can be characterized by its topology,
fractal dimension, Lyapunov exponents, and entropy. Methods of
"chaos
theory" can be used to distinguish deterministic from random processes,
uncover a model of the process, and lead to nonlinear prediction.
Chaos
applications
include, for example, the mixing on non-turbulent fluids, coding and
communication, system identification, and control Chaos is
advantageous
for system identification because chaotic data
has
more information than periodic data. Such dynamical information
can
be exploited to obtain concrete information, such as parameter values,
about the system at hand. Finally, the reality is that nonlinear
phenomena are present in a vast number of interesting systems.
Understanding
chaos is essential for understanding the behavior of many of these
nonlinear
systems. Chaos theory allows us to know the way things work.
The papers below
deal with descriptions of chaotic behavior and
nonlinear
phenomena, developments of chaos tools, and modeling.
Support:
NASA Langley Research Center, 4/01-11/02
(Parametric
System Identification), National Science Foundation CMS-9624347
(CAREER, primarily on Friction Dynamics), 8/96-7/00. (Any
opinions, findings, and conclusions or recommendations expressed in
this material are those of the author and do not necessarily reflect
the views of the National Science Foundation.)
Publications
involving chaos
- J. L. Quinby
and B. F. Feeny, 2009, "Low-frequency behavior in a
frictionally excited beam," Journal of Sound and Vibration 325,
884-893. (preprint, with Movie 1, Movie 2, and Movie
3.)
- G. Lin, B. F.
Feeny, and T. Das, 2009, "Fractional Derivative Reconstruction of
Forced Oscillators," Nonlinear Dynamics 55 (3) 239-250. (preprint)
- Y. Liang and B.
F. Feeny, 2008, “Parametric identification of a
chaotic base-excited double pendulum experiment,” Nonlinear
Dynamics, accepted. Conference
version.
- B. F. Feeny and
F. C. Moon, 2007, "Empirical friction modeling in
forced oscillators using chaos," Nonlinear Dynamics 47 (1-3)
129-141. Preprint.
- Y. Liang and B.
F. Feeny, 2006, "Parametric identification of a
base-excited single pendulum," Nonlinear Dynamics 46 (1-2) 17-29. Preprint.
- J. L. Quinby
and B. F. Feeny, 2004, "Low frequency phenomena in a
frictionally
excited beam", proceedings of the ASME IDETC, Anaheim, September, on
CD-ROM. (Preprint)
- B. F. Feeny and
G. Lin, 2004, "Fractional derivatives applied to
phase-space
reconstructions," Nonlinear Dynamics 38 (1-4) 85-99. (Preprint)
- B. F. Feeny, G.
Lin, and T. Tas, 2003, "Reconstructing the Phase
Space
with Fractional Derivatives,” proceedings of the ASME IDETC’03,
September
5-9, Chicago, on CD-ROM.
- G. Kerschen,
B.F. Feeny and J.C. Golinval, 2003, "On the
exploitation
of
chaos to build reduced-order models," Computer Methods in Applied
Mechanics
and Engineering 192, 1785-1795. (preprint)
- B. F. Feeny,
C.-M. Yuan, and J. Cusumano, 2001, "Parametric
Identification
of a Magneto-Elastic Oscillator," Journal of Sound and Vibration 247(5)
785-806. (preprint)
- B. F. Feeny,
2000, "Fast multifractal analysis by recursive box
covering,"
International Journal of Bifurcation and Chaos 10 (9) 2277-2287. (preprint, figures)
- B. F. Feeny and
F. C. Moon, 2000, "Quenching stick-slip chaos
with
dither,"
Journal of Sound and Vibration 237 (1) 173-180. (preprint, figures).
- R. Kappagantu
and B. F. Feeny, 2000, "Part 1: Dynamical
characterization
of a frictionally excited beam," Nonlinear Dynamics 22 (4) 317-333. (Preprint).
- R. Kappagantu
and B. F. Feeny, 2000, "Part 2: Proper orthogonal
modeling
of a frictionally excited beam," Nonlinear Dynamics 23 (1) 1-11. (Preprint).
- B. F. Feeny and
J.-W. Liang, 2000, "Stick-slip and the phase-space reconstruction," in Applied Nonlinear Dynamcis and
Chaos of Mechanical Systems with Discontinuities, M. Wiercigroch
and B. de Kraker (eds.), pp. 261-291, World Scientific, Singapore. (preprint)
- R. Kappagantu
and B. F. Feeny, 1999, "An optimal modal reduction
of a
system
with frictional excitation," Journal of Sound and Vibration 224 (5)
863-877.
- C.-M. Yuan and
B. F. Feeny, 1998, "Parametric identification of
chaotic
systems," Journal of Vibration and Control 4 (4) 405-426. (preprint)
- B. F. Feeny and
J. W. Liang, 1997, "Phase-space reconstructions
and
stick-slip,"
Nonlinear Dynamics 13 (1), 39-57. (preprint)
- S. W. Shaw and
B. F. Feeny, 1997, "Nonlinear dynamics with impact and friction: new
analysis methods," Dynamics and Chaos in Manufacturing Processes, F. C.
Moon, ed., Wiley, 241-264.
- B. F. Feeny,
1996, "The nonlinear dynamics of oscillators with
stick-slip friction," in Dynamics with Friction, A. Guran, F. Pfeiffer
and K. Popp (eds.), pp. 36-92, World Scientific, River Edge. (preprint)
- B. F. Feeny, F.
C. Moon, P. Y. Chen, and S. Mukherjee, 1995, "Chaotic mixing in rigid,
perfectly plastic material," International Journal of Bifurcation and
Chaos 5 (1) 133-144. (preprint)
- B. F. Feeny and
F. C. Moon, 1994, "Chaos in a forced dry-friction
oscillator:
experiment and numerical modeling," Journal of Sound and Vibration 170,
303-323. (preprint)
- B. F. Feeny and
F. C. Moon, 1993, "Bifurcation sequences of a
Coulomb
friction
oscillator," Nonlinear Dynamics 4, 25-37. (preprint)
- B. F. Feeny,
1992, "A nonsmooth Coulomb friction oscillator,"
Physica D
59, 25-38. (preprint)
- B. F. Feeny and
F. C. Moon, 1989, "Autocorrelation on symbol
dynamics
for
a chaotic dry-friction oscillator," Physics Letters A 141 (8,9)
397-400. (preprint)
- J. L. Quinby,
2003, Nonlinear Dynamics of a Frictionally Excited Beam,
MS
Thesis,
Michigan State University, East Lansing.
- G. Lin, 2001,
Alternative Methods of Phase Space Reconstruction,
MS
Thesis,
Michigan State University, East Lansing.
- Z. Al-Zamel,
1999, Unstable Periodic Orbit Extraction Error and
its
Effect
on Nonlinear System Parametric Identification, PhD thesis, Michigan
State
University, East Lansing.
- C. M. Yuan,
1995, A Method of Parametric Identification of
Chaotic
Systems,
PhD thesis, Michigan State University, East Lansing.
- R. Kappagantu,
1997, An Optimal Modal Reduction for Frictionally
Excited
Systems, PhD thesis, Michigan State University.