Title :
A note on time-domain simulation of feedback fractional-order systems
Author :
Hwang, Chyi ; Leu, Jeng-Fan ; Tsay, Sun-Yuan
Author_Institution :
Dept. of Chem. Eng., Nat. Chung Cheng Univ., Chia-Yi, Taiwan
fDate :
4/1/2002 12:00:00 AM
Abstract :
The study of feedback fractional-order systems has been receiving considerable attention due to the facts that many physical systems are well characterized by fractional-order models, and that fractional-order controllers are used in feedback systems with the intention of breaking through the performance limitation of integer-order controllers. Owing to the lack of effective analytic methods for the time-domain analysis and simulation of linear feedback fractional-order systems, we suggest in this paper two reliable and accurate numerical methods for inverting fractional-order Laplace transforms. One is based on computing Bromwich´s integral with a numerical integration scheme capable of accuracy control, and the other is based on expanding the time response function in a B-spline series. In order to demonstrate the superiority in solution accuracy and computational complexity of these two numerical methods over the Grunwald-Letniknov approximation method and Podlubny´s analytic formulas, which are in a form of double infinite series, the time-domain simulations of the feedback control of a fractional-order process with a PDμ-controller and a fractional-order band-limited lead compensator are worked out. The simulation results indicate that a convergence problem indeed occurs in using Podlubny´s infinite series expressions, and that the problem could not be overcome by a series acceleration scheme
Keywords :
Laplace transforms; computational complexity; fast Fourier transforms; splines (mathematics); three-term control; time-domain analysis; B-spline series; Bromwich integral; PDμ-controller; computational complexity; feedback control; feedback fractional-order systems; fractional-order Laplace transforms; fractional-order band-limited lead compensator; fractional-order controllers; fractional-order models; integer-order controllers; linear feedback fractional-order systems; numerical integration; performance limitation; physical systems; series acceleration scheme; time domain analysis; time response function; time-domain simulation; Analytical models; Approximation methods; Computational complexity; Computational modeling; Convergence; Feedback control; Spline; Time domain analysis; Time factors; Time series analysis;
Journal_Title :
Automatic Control, IEEE Transactions on