این سایت در حال حاضر پشتیبانی نمی شود و امکان دارد داده های نشریات بروز نباشند
Iranian Journal of Fuzzy Systems، جلد ۲۱، شماره ۳، صفحات ۶۵-۷۶
عنوان فارسی
چکیده فارسی مقاله
کلیدواژه‌های فارسی مقاله
عنوان انگلیسی Type-3 Fuzzy System for Dynamic System Control
چکیده انگلیسی مقاله Many dynamic processes are characterized by parametric or structural uncertainties due to internal and external
disturbances. Existing deterministic models could not handle the uncertainties inherent in these processes. A valuable
alternative to control these processes is the use of a type-3 fuzzy system. Since type-3 fuzzy systems use threedimensional
membership functions, they have more capacity to model uncertainties. This paper introduces the design
of a type-3 fuzzy logic system (FLS) for the control of dynamic plants. Utilizing type-3 fuzzy logic, the architecture
of the type-3 fuzzy control system (T3FCS) is proposed. The knowledge base of the controller is constructed and its
design stages are presented. The inference mechanism of type-3 FLS is developed using α slices and interval type-3
membership functions. The proposed type-3 FLS is utilized for controlling nonlinear dynamic plants. The modeling
of the proposed T3FCS is performed and transient response characteristic is derived using different stepwise excitation
signals. A comparison of the designed system with the type-1 FLS-based system is provided. The obtained simulation
result demonstrates the efficiency of using the proposed type-3 FLS in the control of dynamic systems characterized by
uncertainties.
کلیدواژه‌های انگلیسی مقاله Fuzzy controller, Type-3 membership function, type-3 fuzzy logic, control system
نویسندگان مقاله R.A. Aliev |
ASOIU

S.R. Abizada |
Department of Electrical and Electronic Engineering, AAIRC, Mersin-10, Lefkosa, North Cyprus, Turkey

Rahib Abiyev |
Department of Computer Engineering, AAIRC, Mersin-10, Lefkosa, North Cyprus, Turkey

نشانی اینترنتی https://ijfs.usb.ac.ir/article_8471_9509a50602446956522da473992d274b.pdf
فایل مقاله فایلی برای مقاله ذخیره نشده است
کد مقاله (doi)
زبان مقاله منتشر شده en
موضوعات مقاله منتشر شده
نوع مقاله منتشر شده
برگشت به: صفحه اول پایگاه   |   نسخه مرتبط   |   نشریه مرتبط   |   فهرست نشریات