Title page for ETD etd-06112010-162808


Type of Document Dissertation
Author Grover, Piyush
Author's Email Address groverp@vt.edu
URN etd-06112010-162808
Title Finding and exploiting structure in complex systems via geometric and statistical methods
Degree PhD
Department Engineering Science and Mechanics
Advisory Committee
Advisor Name Title
Ross, Shane D. Committee Chair
Dankowicz, Harry J. Committee Member
Kriz, Ronald D. Committee Member
Stremler, Mark A. Committee Member
Woolsey, Craig A. Committee Member
Keywords
  • set-oriented methods
  • braid bifurcation
  • Perron-Frobenius operator
  • ghost rods
  • braids
  • fluid mixing
  • multi-moon orbiter
  • low energy mission design
  • braiding of almost-invariant sets
Date of Defense 2010-06-01
Availability unrestricted
Abstract
The dynamics of a complex system can be understood by analyzing the phase space structure of that system. We apply geometric and statistical techniques to two Hamiltonian systems to find and exploit structure in the phase space that helps us get qualitative and quantitative results about the phase space transport. While the structure can be revealed by the study of invariant manifolds of fixed points and periodic orbits in the first system, there do not exist any fixed points (and hence invariant manifolds) in the second system. The use of statistical (or measure theoretic) and topological methods reveals the phase space structure even in the absence of fixed points or stable and unstable invariant manifolds.

The first problem we study is the four-body problem in the context of a spacecraft in the presence of a planet and two of its moons, where we exploit the phase space structure of the problem to devise an intelligent control strategy to achieve mission objectives. We use a family of analytically derived controlled Keplerian Maps in the Patched-Three-Body framework to design fuel efficient trajectories with realistic flight times. These maps approximate the dynamics of the Planar Circular Restricted Three Body Problem (PCR3BP) and we patch solutions in two different PCR3BPs to form the desired trajectories in the four body system.

The second problem we study concerns phase space mixing in a two-dimensional time dependent Stokes flow system. Topological analysis of the braiding of periodic points has been recently used to find lower bounds on the complexity of the flow via the Thurston-Nielsen classification theorem (TNCT). We extend this framework by demonstrating that in a perturbed system with no apparent periodic points, the almost-invariant sets computed using a transfer operator approach are the natural objects on which to pin the TNCT.

Files
  Filename       Size       Approximate Download Time (Hours:Minutes:Seconds) 
 
 28.8 Modem   56K Modem   ISDN (64 Kb)   ISDN (128 Kb)   Higher-speed Access 
  Grover_P_D_2010.pdf 44.79 Mb 03:27:21 01:46:38 01:33:18 00:46:39 00:03:58

Browse All Available ETDs by ( Author | Department )

dla home
etds imagebase journals news ereserve special collections
virgnia tech home contact dla university libraries

If you have questions or technical problems, please Contact DLA.