Designing of a command shaper using multi-objective particle swarm algorithm for vibration control of a single-link flexible manipulator system

  • M. S. Alam
  • , M. O. Tokhi
  • , M. A. Hossain

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

A new command shaping method is proposed using gain and delay units to shape the reference input in order to reduce vibration of a single-link flexible manipulator system. The values of gain and delay elements can be derived analytically with a priori knowledge of natural frequencies and associated damping ratios of the system, which may not be available for complex flexible systems. Moreover, command shaping in principle causes delay in system's response while it reduces system vibration and in this manner the amount of vibration reduction and the rise time conflict one another. Assuming that, no prior information is available about the system, a new multi-objective particle swarm optimisation (MOPSO) algorithm is applied to optimise the gain values and the amount of delay in order to provide a wide range of solutions that trade-off these conflicting objectives so as to satisfy design goals.

Original languageEnglish
Title of host publicationAdvances in Climbing and Walking Robots - Proceedings of 10th International Conference, CLAWAR 2007
PublisherWorld Scientific Publishing Co. Pte Ltd
Pages607-614
Number of pages8
ISBN (Print)9812708154, 9789812708151
DOIs
StatePublished - 2007
Externally publishedYes
Event10th International Conference on Climbing and Walking Robots, CLAWAR 2007 - Singapore, Singapore
Duration: 16 Jul 200718 Jul 2007

Publication series

NameAdvances in Climbing and Walking Robots - Proceedings of 10th International Conference, CLAWAR 2007

Conference

Conference10th International Conference on Climbing and Walking Robots, CLAWAR 2007
Country/TerritorySingapore
CitySingapore
Period16/07/0718/07/07

ASJC Scopus subject areas

  • Artificial Intelligence
  • Human-Computer Interaction

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