Title :
Transient identification using a fractional derivative model
Author :
Lundstrom, Dag ; Karlstrom, Anders
Author_Institution :
Dept. of Signals & Syst., Chalmers Univ. of Technol., Goteborg, Sweden
fDate :
Aug. 31 1999-Sept. 3 1999
Abstract :
Characterizations, control or analyses of dynamic systems often demand low order models in order to be feasible. Dynamic system studies that involve phenomena such as in-elasticity or energy dissipation yields reasonably low order models when fractional derivatives is used. Properties of impulse responses from such models are presented. The results show that both frequency and envelope changes are functions of the derivative order and can thus be used in a function approximation. A suboptimal parameter estimator for such model is presented.
Keywords :
function approximation; parameter estimation; suboptimal control; transient response; derivative order; dynamic system analysis; dynamic system control; fractional derivative model; function approximation; impulse response; suboptimal parameter estimator; transient identification; Analytical models; Estimation; Fractional calculus; Noise; Springs; Transient analysis; Estimation; Fractional derivatives; Impulse response; Transient;
Conference_Titel :
Control Conference (ECC), 1999 European
Conference_Location :
Karlsruhe
Print_ISBN :
978-3-9524173-5-5