Continuous-time optimal control of impacting mechanical systems via a projected Hamilton's principle

Vlad Seghete, Todd D. Murphey

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

In this paper we present a method of generating an optimal controller for impulsive hybrid mechanical systems, such as those undergoing impact. Our goal is for the optimization procedure to incorporate the dynamics of the impact rather than treating it as a disturbance. To this purpose we make use of a projection operator - obtained from a projected version of Hamilton's principle - to build an equivalent switched system that is expressed throughout the state space, including the infeasible regions. This eliminates the discontinuous jumps in velocity of impulsive systems. The approach allows us to apply continuous-time optimization techniques intended for normed function spaces (rather than generalized function spaces) and concretely produces an optimal controller hybrid mechanical system. We developed a Python package that applies the required transformation to simple mechanical systems undergoing impact and implements optimal control methods. Finally, we apply the projection-based technique described to a simple bouncing ball example.

Original languageEnglish (US)
Title of host publication2014 American Control Conference, ACC 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages2438-2444
Number of pages7
ISBN (Print)9781479932726
DOIs
StatePublished - Jan 1 2014
Event2014 American Control Conference, ACC 2014 - Portland, OR, United States
Duration: Jun 4 2014Jun 6 2014

Publication series

NameProceedings of the American Control Conference
ISSN (Print)0743-1619

Other

Other2014 American Control Conference, ACC 2014
CountryUnited States
CityPortland, OR
Period6/4/146/6/14

Keywords

  • Hybrid systems
  • Mechanical systems/robotics
  • Optimal control

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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