Inverse model based adaptive control of magnetic levitation system

Muhammad Shafiq, Sohail Akhtar

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

9 Citations (Scopus)

Abstract

This paper presents, an adaptive finite impulse response (FIR) filter based controller used for the tracking of a ferric ball under the influence of magnetic force. The adaptive filer is designed online as approximate inverse system. To stabilize the open-loop unstable and highly nonlinear magnetic levitation system, PID controller is designed using polynomial approach. To improve the stability, an adaptive FIR filter is added along side the PID controller while the use of the proposed controller has improved tracking. Since adaptive FIR filters are inherently stable so the controller remains stable. Experimental results are included to highlight the excellent position tracking performance.

Original languageEnglish
Title of host publication2004 5th Asian Control Conference
Pages1414-1418
Number of pages5
Volume3
Publication statusPublished - 2004
Event2004 5th Asian Control Conference - Melbourne, Australia
Duration: Jul 20 2004Jul 23 2004

Other

Other2004 5th Asian Control Conference
CountryAustralia
CityMelbourne
Period7/20/047/23/04

Fingerprint

Magnetic levitation
FIR filters
Adaptive filters
Controllers
Polynomials

Keywords

  • Adaptive Control
  • Adaptive FIR Filters
  • Magnetic Levitation

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Shafiq, M., & Akhtar, S. (2004). Inverse model based adaptive control of magnetic levitation system. In 2004 5th Asian Control Conference (Vol. 3, pp. 1414-1418)

Inverse model based adaptive control of magnetic levitation system. / Shafiq, Muhammad; Akhtar, Sohail.

2004 5th Asian Control Conference. Vol. 3 2004. p. 1414-1418.

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

Shafiq, M & Akhtar, S 2004, Inverse model based adaptive control of magnetic levitation system. in 2004 5th Asian Control Conference. vol. 3, pp. 1414-1418, 2004 5th Asian Control Conference, Melbourne, Australia, 7/20/04.
Shafiq M, Akhtar S. Inverse model based adaptive control of magnetic levitation system. In 2004 5th Asian Control Conference. Vol. 3. 2004. p. 1414-1418
Shafiq, Muhammad ; Akhtar, Sohail. / Inverse model based adaptive control of magnetic levitation system. 2004 5th Asian Control Conference. Vol. 3 2004. pp. 1414-1418
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