کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
381155 1437468 2012 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A novel fractional order fuzzy PID controller and its optimal time domain tuning based on integral performance indices
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
A novel fractional order fuzzy PID controller and its optimal time domain tuning based on integral performance indices
چکیده انگلیسی

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.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Engineering Applications of Artificial Intelligence - Volume 25, Issue 2, March 2012, Pages 430–442
نویسندگان
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