DocumentCode :
3211675
Title :
Relay based identification of process dynamics under noisy environment
Author :
Pandey, Shishir ; Majhi, S.
Author_Institution :
Dept. of Electron. & Electr. Eng., Indian Inst. of Technol. Guwahati, Guwahati, India
fYear :
2013
fDate :
16-18 Dec. 2013
Firstpage :
1
Lastpage :
6
Abstract :
Using an asymmetrical relay based approach, a set of generalized expressions for the identification of integrating first order plus dead time (IFOPDT) and second order plus dead time (ISOPDT) processes are derived. From derived expressions, calculation for unknown process model parameters with small and large dead time is performed. When the process output is subjected to measurement noise, a well known method is attempted in order to extract the important information from the limit cycle output. Examples are illustrated to show the effectiveness of method which successfully recovers the limit cycle under noisy environment. Subsequently, from denoised limit cycle, identified parameters are used for estimation of process model dynamics. Finally, a comparison between identified and actual process is demonstrated through simulation by Nyquist plot.
Keywords :
parameter estimation; relay control; IFOPDT; ISOPDT; Nyquist plot; asymmetrical relay based identification approach; denoised limit cycle; generalized expression set; integrating first order plus dead time identification; measurement noise; noisy environment; process model dynamic estimation; second order plus dead time process; unknown process model parameters; Equations; Limit-cycles; Mathematical model; Noise; Noise measurement; Relays; Transfer functions; IFOPDT; ISOPDT; Identification; Measurement Noise; Relay Feedback;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control, Automation, Robotics and Embedded Systems (CARE), 2013 International Conference on
Conference_Location :
Jabalpur
Type :
conf
DOI :
10.1109/CARE.2013.6733709
Filename :
6733709
Link To Document :
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