This paper provides a comprehensive numerical analysis of a simple 2D model of running, the spring-loaded inverted pendulum (SLIP). The model consists of a point-mass attached to a massless spring leg; the leg angle at touch-down is fixed during the motion. We employ numerical continuation methods combined with extensive simulations to find all periodic motions of this model, determine their stability, and compute the basins of attraction of the stable solutions. The result is a detailed and complete analysis of all possible SLIP model behavior, which expands upon and unifies a range of prior studies. In particular, we demonstrate and explain the following effects: (i) saddle-node bifurcations, which lead to two distinct solution families for a range of energies and touch-down angles; (ii) period-doubling (PD) bifurcations which lead to chaotic behavior of the model; and (iii) fractal structures within the basins of attraction. In contrast to prior work, these effects are found in a single model with a single set of parameters while taking into account the full nonlinear dynamics of the SLIP model.
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August 2019
Research-Article
A Detailed Look at the SLIP Model Dynamics: Bifurcations, Chaotic Behavior, and Fractal Basins of Attraction
Petr Zaytsev,
Petr Zaytsev
Robotics and Motion Laboratory ME,
University of Michigan,
Ann Arbor, MI 48109;
Institute for Nonlinear Mechanics,
University of Stuttgart,
Stuttgart 70569, Germany
e-mail: petr.zaytsev@inm.uni-stuttgart.de
University of Michigan,
Ann Arbor, MI 48109;
Institute for Nonlinear Mechanics,
University of Stuttgart,
Stuttgart 70569, Germany
e-mail: petr.zaytsev@inm.uni-stuttgart.de
1Corresponding author.
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Tom Cnops,
Tom Cnops
Robotics and Motion Laboratory ME,
University of Michigan,
Ann Arbor, MI 48109
e-mail: tcnops@umich.edu
University of Michigan,
Ann Arbor, MI 48109
e-mail: tcnops@umich.edu
Search for other works by this author on:
C. David Remy
C. David Remy
Robotics and Motion Laboratory ME,
University of Michigan,
Ann Arbor, MI 48109;
Institute for Nonlinear Mechanics,
University of Stuttgart,
Stuttgart 70569, Germany
e-mail: david.remy@inm.uni-stuttgart.de
University of Michigan,
Ann Arbor, MI 48109;
Institute for Nonlinear Mechanics,
University of Stuttgart,
Stuttgart 70569, Germany
e-mail: david.remy@inm.uni-stuttgart.de
Search for other works by this author on:
Petr Zaytsev
Robotics and Motion Laboratory ME,
University of Michigan,
Ann Arbor, MI 48109;
Institute for Nonlinear Mechanics,
University of Stuttgart,
Stuttgart 70569, Germany
e-mail: petr.zaytsev@inm.uni-stuttgart.de
University of Michigan,
Ann Arbor, MI 48109;
Institute for Nonlinear Mechanics,
University of Stuttgart,
Stuttgart 70569, Germany
e-mail: petr.zaytsev@inm.uni-stuttgart.de
Tom Cnops
Robotics and Motion Laboratory ME,
University of Michigan,
Ann Arbor, MI 48109
e-mail: tcnops@umich.edu
University of Michigan,
Ann Arbor, MI 48109
e-mail: tcnops@umich.edu
C. David Remy
Robotics and Motion Laboratory ME,
University of Michigan,
Ann Arbor, MI 48109;
Institute for Nonlinear Mechanics,
University of Stuttgart,
Stuttgart 70569, Germany
e-mail: david.remy@inm.uni-stuttgart.de
University of Michigan,
Ann Arbor, MI 48109;
Institute for Nonlinear Mechanics,
University of Stuttgart,
Stuttgart 70569, Germany
e-mail: david.remy@inm.uni-stuttgart.de
1Corresponding author.
Contributed by the Design Engineering Division of ASME for publication in the JOURNAL OF COMPUTATIONAL AND NONLINEAR DYNAMICS. Manuscript received September 20, 2018; final manuscript received April 4, 2019; published online May 13, 2019. Assoc. Editor: Katrin Ellermann.
J. Comput. Nonlinear Dynam. Aug 2019, 14(8): 081002 (11 pages)
Published Online: May 13, 2019
Article history
Received:
September 20, 2018
Revised:
April 4, 2019
Citation
Zaytsev, P., Cnops, T., and David Remy, C. (May 13, 2019). "A Detailed Look at the SLIP Model Dynamics: Bifurcations, Chaotic Behavior, and Fractal Basins of Attraction." ASME. J. Comput. Nonlinear Dynam. August 2019; 14(8): 081002. https://doi.org/10.1115/1.4043453
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