DocumentCode :
447637
Title :
Adaptive internal model control using inverses of signals
Author :
Shafiq, Muhammad ; Vaqar, Sayyid A.
Author_Institution :
Dept. of Syst. Eng., DFUPM, Dhahran, Saudi Arabia
Volume :
1
fYear :
2004
fDate :
4-7 May 2004
Firstpage :
401
Abstract :
In this paper, we propose a new adaptive IMC scheme based on adaptive finite impulse response filters using inverses of signals, which can be designed for both minimum and non-minimum phase systems in the same fashion. The internal model of the plant is estimated by the normalized least mean squares algorithm as a finite impulse response system and the inverse of the system is designed using the inverses of signals concept. The closed-loop is designed such that the system from the reference input to plant output can be approximately represented by a pure delay. The use of inverses of signals simplifies the real time implementation of the controller and cancellation of non-cancellable zeros of the plant can be avoided. Ultimately, the plant output is forced to track the reference input with a delay. The stability of the closed-loop for both minimum and non-minimum phase systems is guaranteed. The results of computer simulation and laboratory scale experiments are included in the paper to show the effectiveness of the proposed method.
Keywords :
FIR filters; adaptive control; adaptive filters; closed loop systems; least mean squares methods; adaptive finite impulse response filters; adaptive internal model control; closed-loop stability; computer simulation; nonminimum phase systems; normalized least mean squares algorithm; Adaptive control; Algorithm design and analysis; Computer simulation; Delay; Finite impulse response filter; Least mean square algorithms; Least squares approximation; Programmable control; Signal design; Stability; Adaptive Control; Internal Model Control; Non-minimum Phase Systems; Realtime;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics, 2004 IEEE International Symposium on
Print_ISBN :
0-7803-8304-4
Type :
conf
DOI :
10.1109/ISIE.2004.1571841
Filename :
1571841
Link To Document :
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