Frequency domain-based auto tuning controller for plants with uncertainties using well known tuning formulas

G. Saravanakumar, R. S.D. Wahidabanu

Research output: Contribution to journalArticle

Abstract

Adaptive control which adequately adjusts controller gains according to the changes in plants, has become attractive in recent years. The controller proposed in this paper is tuned automatically with various tuning formulas based on the results of frequency domain system identification for the plant. The controller first estimates the frequency response of the plant using FFT. The controller gains are automatically tuned so as to minimise the error between the open loop frequency response of the reference model and that of the actual system at a few frequency points. For the three example processes, reference models are derived. The frequency responses of the reference models and that of the actual processes are obtained. The controller gains are determined by applying the least squares algorithm. The responses of the plants are verified in time domain and frequency domain after tuning the I-PD controller.

Original languageEnglish
Pages (from-to)284-294
Number of pages11
JournalInternational Journal of Automation and Control
Volume1
Issue number4
Publication statusPublished - 01-01-2007
Externally publishedYes

Fingerprint

Tuning
Controllers
Frequency response
Fast Fourier transforms
Uncertainty
Identification (control systems)

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Software
  • Hardware and Architecture
  • Industrial and Manufacturing Engineering

Cite this

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Frequency domain-based auto tuning controller for plants with uncertainties using well known tuning formulas. / Saravanakumar, G.; Wahidabanu, R. S.D.

In: International Journal of Automation and Control, Vol. 1, No. 4, 01.01.2007, p. 284-294.

Research output: Contribution to journalArticle

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