Scopus
YÖKSİS Eşleşti
Investigation of type 1 and type 2 fuzzy logic controllers performance: application of speed control of BLDC motor
Journal of Intelligent and Fuzzy Systems · Haziran 2022
YÖKSİS Kayıtları
Investigation of type 1 and type 2 fuzzy logic controllers performance: application of speed control of BLDC motor
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS · 2022 SCI-Expanded
DOÇENT ALİ YAŞAR →
Investigation of type 1 and type 2 fuzzy logic controllers performance: application of speed control of BLDC motor
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS · 2022 SCI-Expanded
DOÇENT ALİ YAŞAR →
Investigation of type 1 and type 2 fuzzy logic controllers performance: application of speed control of BLDC motor
Journal of Intelligent & Fuzzy Systems · 2022 SCI-Expanded
PROFESÖR İSMAİL SARITAŞ →
Makale Bilgileri
DergiJournal of Intelligent and Fuzzy Systems
Yayın TarihiHaziran 2022
Cilt / Sayfa43 · 6357-6370
Scopus ID2-s2.0-85140739882
Özet
In this paper, a simulation study enhanced to model that the speed control of brushless direct current (BLDC) motors used in electric vehicles with intelligent control methods. The simulation study was prepared in Matlab/Simulink environment. The first control method is Type-1 fuzzy logic control (T1FLC), and the second control method is the Intermittent Type-2 fuzzy logic control (IT2FLC) model. Membership functions for different membership numbers have been created for both types of FLC models. These are 3×3, 5×5, 7×7. Control methods are prepared in Matlab/M-file environment. The model is defined as the input variable of the error, which is the difference between the reference speed and the motor speed, and the output variable of the Pulse Width Modulation (PWM) signal applied to the motor. The simulation study maintains the speed of the BLDC motor up to the reference speed with T1FLC and IT2FLC controllers, depending on the reference speed and applied load values. Depending on the number of different memberships, the effects of controller performances on the control of motor speed have been observed. The graphs and findings of the experiment are shown in the results and discussion section.
Yazarlar (3)
1
Yusuf Karabacak
ORCID: 0000-0001-9864-7512
2
Ali Yasar
3
Ismail Saritas
Anahtar Kelimeler
BLDC motor
fuzzy logic system
Speed control
Kurumlar
Milli Savunma Üniversitesi
Istanbul Turkey
Selçuk Üniversitesi
Selçuklu Turkey
Metrikler
2
Atıf
3
Yazar
3
Anahtar Kelime