DocumentCode :
3645968
Title :
Optimal continuous approximation of basic fractional elements: Theory and applications
Author :
Martin Čech;Miloš Schlegel
Author_Institution :
Department of Cybernetics, University of West Bohemia in Pilsen, Czech Republic
fYear :
2011
Firstpage :
7051
Lastpage :
7056
Abstract :
In the last two decades, a boom of fractional calculus applications started in many technical areas including automation and process control. The generalization of integrals and derivatives to arbitrary real order (FO - Fractional Order) simplifies solution of many problems especially in frequency domain. Unfortunately, switching into time domain is always quite difficult due to the necessity to approximate fractional elements by integer-order ones. For this purpose, often a high order zero/pole transfer function is employed. This paper extends the authors´ previous work and summarizes the results of numerical optimization of zero/pole positions for two important fractional elements: fractional integro-differential operator and fractional pole. The optimization is done on a limited frequency band up to four decades. The quadratic difference between the frequency response of ideal FO element and its zero/pole approximation was taken as an optimality criterion. It is shown, that the optimization decreases markedly the criterion value compared to traditional methods. The paper main results are provided in a form of analytical functions parametrizing the zero/pole positions dependent on element order. Additionally, prospective applications of presented fractional elements are discussed from both controller synthesis and process modeling point of view.
Keywords :
"Approximation methods","Poles and zeros","Optimization","Frequency response","Relays","Process control"
Publisher :
ieee
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
ISSN :
0191-2216
Print_ISBN :
978-1-61284-800-6
Type :
conf
DOI :
10.1109/CDC.2011.6160376
Filename :
6160376
Link To Document :
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