Title :
Piecewise linear approximation of sinusoidal inputs for process identification
Author_Institution :
Dept. of Chem. Eng., Qatar Univ., Doha, Qatar
Abstract :
A new approach for simultaneous estimation of parameters and the time delay of continuous time transfer function models using piecewise linear input excitations is presented. A sinusoidal input can be approximated as a piecewise linear signal. Approximation equation for sinusoids has been provided and estimation equation for first order transfer functions has been derived which can be generalized for higher order models. Simulation results are presented to demonstrate the efficacy of the method. Identification results of a simulated jacketed reactor are presented to demonstrate the applicability of the proposed algorithm.
Keywords :
approximation theory; continuous time systems; delays; parameter estimation; piecewise linear techniques; transfer functions; continuous time transfer function model; first order transfer functions; parameters estimation; piecewise linear approximation; process identification; simulated jacketed reactor; sinusoidal inputs; time delay; Delay effects; Equations; Estimation; Inductors; Mathematical model; Noise; Piecewise linear approximation; Linear approximation; identification; sinusoids; time delay;
Conference_Titel :
Control Automation Robotics & Vision (ICARCV), 2010 11th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-7814-9
DOI :
10.1109/ICARCV.2010.5707417