Scopus
YÖKSİS Eşleşti
Regenerative Braking Control of Brushless DC Motors with Type 2 Fuzzy Logic Controller
International Journal of Fuzzy Systems · Ekim 2023
YÖKSİS Kayıtları
Regenerative Braking Control of Brushless DC Motors with Type 2 Fuzzy Logic Controller
International Journal of Fuzzy Systems · 2023 SCI-Expanded
DOÇENT ALİ YAŞAR →
Regenerative Braking Control of Brushless DC Motors with Type 2 Fuzzy Logic Controller
International Journal of Fuzzy Systems · 2023 SCI-Expanded
DOÇENT ALİ YAŞAR →
Regenerative Braking Control of Brushless DC Motors with Type 2 Fuzzy Logic Controller
International Journal of Fuzzy Systems · 2023 SCI-Expanded
PROFESÖR İSMAİL SARITAŞ →
Makale Bilgileri
DergiInternational Journal of Fuzzy Systems
Yayın TarihiEkim 2023
Cilt / Sayfa25 · 2722-2732
Scopus ID2-s2.0-85161636048
Özet
The aim of this study is to model the brushless direct current motors and regenerative braking system used in electric vehicles using intelligent control approaches. Type-2 fuzzy logic control model is used as an intelligent control method. The application of regenerative braking extends the driving range of electric vehicles. In this study, an innovative regenerative braking system is presented. Speed control of brushless direct current motor and control of regenerative braking system are provided by Type-2 fuzzy logic control. Type-2 fuzzy logic control outperforms other solutions in terms of modeling uncertainties, generating new solutions, robustness, and efficiency. Type-2 fuzzy logic control is built on Matlab/M-file platform. The simulation in which the experimental studies were carried out was created on the MATLAB/Simulink platform. With this simulation study, battery charge status, battery current and brushless direct current motor speed values were obtained. The simulation results show that Type-2 fuzzy logic control can effectively control regenerative braking system. The regenerative braking system maintains its braking quality, while the electric vehicle slows it down at a safe driving distance. In addition, it is clearly seen in the results that the brushless direct current motor in the electric vehicle can increase the driving distance by charging the vehicle battery, thanks to its use as an alternator during braking.
Yazarlar (3)
1
Yusuf Karabacak
ORCID: 0000-0001-9864-7512
2
Ali Yasar
3
Ismail Saritas
Anahtar Kelimeler
BLDC motor
Electric vehicles
Regenerative braking system
Type-2 fuzzy logic control
Kurumlar
Milli Savunma Üniversitesi
Istanbul Turkey
Selçuk Üniversitesi
Selçuklu Turkey
Metrikler
5
Atıf
3
Yazar
4
Anahtar Kelime