Title of article
A novel fractional order fuzzy PID controller and its optimal time domain tuning based on integral performance indices
Author/Authors
Das، نويسنده , , Saptarshi and Pan، نويسنده , , Indranil and Das، نويسنده , , Shantanu and Gupta، نويسنده , , Amitava، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2012
Pages
13
From page
430
To page
442
Abstract
A novel fractional order (FO) fuzzy Proportional-Integral-Derivative (PID) controller has been proposed in this paper which works on the closed loop error and its fractional derivative as the input and has a fractional integrator in its output. The fractional order differ-integrations in the proposed fuzzy logic controller (FLC) are kept as design variables along with the input–output scaling factors (SF) and are optimized with Genetic Algorithm (GA) while minimizing several integral error indices along with the control signal as the objective function. Simulations studies are carried out to control a delayed nonlinear process and an open loop unstable process with time delay. The closed loop performances and controller efforts in each case are compared with conventional PID, fuzzy PID and PIλDμ controller subjected to different integral performance indices. Simulation results show that the proposed fractional order fuzzy PID controller outperforms the others in most cases.
Keywords
Fuzzy PID , Fractional order controller , Integral performance indices , genetic algorithm , Optimal PID tuning , FLC tuning
Journal title
Engineering Applications of Artificial Intelligence
Serial Year
2012
Journal title
Engineering Applications of Artificial Intelligence
Record number
2125609
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