دانلود مقاله ISI انگلیسی شماره 55680
ترجمه فارسی عنوان مقاله

کنترل کننده PID فازی مرتبه اعشاری جدید و تنظیم دامنه زمان بهینه آن بر اساس شاخص های عملکرد انتگرال

عنوان انگلیسی
A novel fractional order fuzzy PID controller and its optimal time domain tuning based on integral performance indices
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
55680 2012 13 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Engineering Applications of Artificial Intelligence, Volume 25, Issue 2, March 2012, Pages 430–442

ترجمه کلمات کلیدی
کنترل کننده مرتبه اعشاری - PID فازی ؛ تنظیم FLC؛ شاخص عملکرد انتگرال؛ الگوریتم ژنتیک؛ تنظیم بهینه PID
کلمات کلیدی انگلیسی
Fractional order controller; Fuzzy PID; FLC tuning; Integral performance indices; Genetic algorithm; Optimal PID tuning
پیش نمایش مقاله
پیش نمایش مقاله   کنترل کننده PID فازی مرتبه اعشاری جدید و تنظیم دامنه زمان بهینه آن بر اساس شاخص های عملکرد انتگرال

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.