Sensorless speed control of induction motor drives using reinforcement learning and self-tuning simplified fuzzy logic controller

• Main Authors: Mohd Shah, Nor Shahida, Abdullah, Qazwan, Farah, Nabil, Ahmed, Mustafa Sami, Talib, Md Hairul Nizam, Aydoğdu, Ömer, Al-Moliki, Yahya Mohammed Hameed, Ugurenver, Abbas, Al-Mekhalfi, Mohammed A.A., Aihsan, Muhammad Zaid, Salh, Adeb
• 格式: Article
• 語言: English
• 出版: Institute Of Electrical And Electronics Engineers Inc. 2024
• 在線閱讀: http://eprints.utem.edu.my/id/eprint/28455/2/00337271220241013541483.pdf; http://eprints.utem.edu.my/id/eprint/28455/; https://ieeexplore.ieee.org/document/10614142/authors

Fuzzy logic controls (FLCs) have emerged as a promising solution for speed regulation in induction motor (IM) drives, offering adaptability to non-linearities, parameter variations, and external disturbances. However, conventional FLCs with fixed parameters and a huge number of rules can limit adap...