|
|||||||
An Adaptive Controller
based on System Identification for
Plants with Uncertainties using well
Known Tuning Formulas
1 G.Saravanakumar,2 R.S.D.WahidhaBanu 1 Manipal Institute of Technology.Manipal-576104 2 Government College of Engineering Salem-636011 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 minimize 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. Keywords: System Identification, Adaptive Control,I-PDController, Auto-Tuning, FFT (Fast Fouriertransform)
Biographies:
@ARTICLE{P1110626005,
AUTHOR = {G.Saravanakumar and R.S.D.WahidhaBanu },
TITLE = {An Adaptive Controller based on system Identification for plants with uncertainties using well known Tuning formulas}, JOURNAL = {ICGST International Journal on Automatic Control and Systems Engineering, ACSE}, YEAR = {2006}, VOLUME = {06}, ISSUE = {III}, PAGES = {17--22} }
|
|||||||
|