DocumentCode
154359
Title
Multiple use of the fractional-order differential calculus in the model predictive control
Author
Domek, Stefan
Author_Institution
Fac. of Electr. Eng., West Pomeranian Univ. of Technol., Szczecin, Poland
fYear
2014
fDate
2-5 Sept. 2014
Firstpage
359
Lastpage
362
Abstract
In the paper a multiple use of the fractional-order differential calculus theory in the model predictive control is proposed. First, the principle of the integer-order linear predictive control and theoretical foundations of the fractional-order differential calculus are reminded. Using the presented theoretical foundations attention is focused further on the possibility of developing the fractional-order model predictive control with an internal process model and a fractional-order cost function. The introduction of the fractional-order differential calculus at the stage of synthesizing the control algorithm offers an additional degree of freedom in tuning a control loop. The discussion is illustrated with results of some laboratory experiments.
Keywords
control system synthesis; differentiation; predictive control; control algorithm synthesis; control loop tuning; fractional-order cost function; fractional-order differential calculus; integer-order linear predictive control; internal process model; model predictive control; Calculus; Computational modeling; Cost function; Prediction algorithms; Predictive control; Predictive models; Vectors; fractional-order differential calculus; model predictive control; non-integer order systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Methods and Models in Automation and Robotics (MMAR), 2014 19th International Conference On
Conference_Location
Miedzyzdroje
Print_ISBN
978-1-4799-5082-9
Type
conf
DOI
10.1109/MMAR.2014.6957379
Filename
6957379
Link To Document