Fault-tolerant adaptive control of high-speed trains under Traction/Braking failures: A virtual parameter-based approach

Research output: Journal PublicationsJournal Article (refereed)peer-review

107 Citations (Scopus)

Abstract

Advanced control is a key technology for enhancing safe and reliable operation of high-speed trains. This paper presents an automated train control scheme for high-speed trains with combined longitudinal aerodynamics and tracking/braking dynamics, with special emphasis on reliable position and velocity tracking in the face of traction/braking failures. The controller is synthesized using a so-called virtual-parameter-based backstepping adaptive control method, which exhibits several salient features: 1) The inherent coupling effects are taken into account as a result of combining both longitudinal and traction/braking dynamics; 2) fully parameter independent rather than partially parameter independent control algorithms are derived; and 3) closed-loop tracking stability of the overall system is ensured under unnoticeable time-varying traction/braking failures. The effectiveness of the developed control scheme is authenticated via a formative mathematical analysis based on Lyapunov stability theory and validated via numerical simulations. © 2013 IEEE.
Original languageEnglish
Article number6678782
Pages (from-to)737-748
Number of pages12
JournalIEEE Transactions on Intelligent Transportation Systems
Volume15
Issue number2
DOIs
Publication statusPublished - Apr 2014
Externally publishedYes

Keywords

  • Adaptive backstepping control
  • asymptotic stability
  • automatic train operation
  • virtual parameter

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