Title :
Relay-Based Identification of a Class of Nonminimum Phase SISO Processes
Author_Institution :
Dept. of Electron. & Commun. Eng, Indian Inst. of Technol. Guwahati, Assam
Abstract :
A set of general expressions is derived from a single symmetrical relay feedback test for identification of a class of process transfer functions. Using these expressions the parameters of open loop stable nonminimum phase transfer function models may be obtained from simple measurements made on the limit cycle. For comparison, the conventional describing function based identification formulae are presented. Fourier series based curve fitting with the options of nonlinear least squares method and trust-region algorithm is used to measure limit cycle parameters in the presence of measurement noise. Examples are given to illustrate the value of the proposed method
Keywords :
Fourier series; curve fitting; describing functions; feedback; identification; least squares approximations; relay control; transfer functions; Fourier series; curve fitting; describing function; nonlinear least squares method; nonminimum phase SISO processes; open loop stable nonminimum phase transfer function model; process transfer function; relay-based identification; symmetrical relay feedback; trust-region algorithm; Curve fitting; Feedback; Fourier series; Genetic expression; Limit-cycles; Noise measurement; Phase measurement; Relays; Testing; Transfer functions; Identification; measurement noise; nonminimum phase; relay feedback;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2006.886520