Title :
Implementation of fractional Fuzzy PID controllers for control of fractional-order systems
Author :
Varshney, Praveen ; Gupta, Suneet K.
Author_Institution :
Instrum. & Control Eng. Dept., Netaji Subhas Inst. of Technol., New Delhi, India
Abstract :
In this paper, a novel fractional fuzzy proportional-integral-derivative controller (FFPID) is proposed. The proposed controller combines the effect of fractional-order PID (FOPID) control with fuzzy logic control (FLC) to obtain a robust and effective controller. All the five parameters are first tuned using Genetic Algorithm. Fine tuning of the integer-order parameters is then done using Fuzzy logic controller. Combining these two techniques, results in a new controller called fractional fuzzy PID controller. The effectiveness and robustness of the new methodology is illustrated by applying the proposed controller on two fractional order systems; viz control of a fractional-order-system and a fractional-order plant with dead time. It is observed that the performance of the proposed controller provides better control as compared to that of PID and FOPID controllers.
Keywords :
fuzzy control; genetic algorithms; robust control; three-term control; fractional fuzzy PID controllers; fractional fuzzy proportional-integral-derivative controller; fractional order systems; fractional-order PID control; fractional-order plant; fractional-order systems; fractional-order-system; fuzzy logic controller; genetic algorithm; integer-order parameters; robust controller; Approximation methods; Control systems; Fractional calculus; Fuzzy logic; Fuzzy sets; Transfer functions; Tuning; Fractional calculus; Fractional systems; Fractional-order PID controller; Fuzzy logic controller; Genetic algorithm;
Conference_Titel :
Advances in Computing, Communications and Informatics (ICACCI, 2014 International Conference on
Conference_Location :
New Delhi
Print_ISBN :
978-1-4799-3078-4
DOI :
10.1109/ICACCI.2014.6968376