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An interval fuzzy controller for vehicle active suspension systems

  • Jiangtao Cao*
  • , Ping Li
  • , Honghai Liu
  • *Corresponding author for this work
  • Liaoning University of Petroleum and Chemical Technology
  • University of Portsmouth

Research output: Contribution to journalArticlepeer-review

Abstract

A novel interval type-2 fuzzy controller architecture is proposed to resolve nonlinear control problems of vehicle active suspension systems. It integrates the TakagiSugeno (TS) fuzzy model, interval type-2 fuzzy reasoning, the WuMendel uncertainty bound method, and selected optimization algorithms together to construct the switching routes between generated linear model control surfaces. The stability analysis of the proposed approach is presented. The proposed method is implemented into a numerical example and a case study on a nonlinear half-vehicle active suspension system. The simulation results demonstrate the effectiveness and efficiency of the proposed approach.

Original languageEnglish
Article number5504841
Pages (from-to)885-895
Number of pages11
JournalIEEE Transactions on Intelligent Transportation Systems
Volume11
Issue number4
DOIs
StatePublished - Dec 2010
Externally publishedYes

Keywords

  • Active suspension system
  • interval type-2 fuzzy control
  • stability analysis

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