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https://doi.org/10.1080/00051144.2018.1486796

Development of ANFIS-based reference flux estimator and FGS-tuned speed controller for DTC of induction motor

S. Sampath Kumar ; aDepartment of Electrical and Electronics Engineering, Amrita School of Engineering, Coimbatore, India
R. Joseph Xavier ; Sri Ramakrishna Institute of Technology, Coimbatore, India
S. Balamurugan ; aDepartment of Electrical and Electronics Engineering, Amrita School of Engineering, Coimbatore, India

Puni tekst: engleski, pdf (2 MB) str. 11-23 preuzimanja: 139* citiraj
APA 6th Edition
Sampath Kumar, S., Joseph Xavier, R. i Balamurugan, S. (2018). Development of ANFIS-based reference flux estimator and FGS-tuned speed controller for DTC of induction motor. Automatika, 59 (1), 11-23. https://doi.org/10.1080/00051144.2018.1486796
MLA 8th Edition
Sampath Kumar, S., et al. "Development of ANFIS-based reference flux estimator and FGS-tuned speed controller for DTC of induction motor." Automatika, vol. 59, br. 1, 2018, str. 11-23. https://doi.org/10.1080/00051144.2018.1486796. Citirano 03.12.2020.
Chicago 17th Edition
Sampath Kumar, S., R. Joseph Xavier i S. Balamurugan. "Development of ANFIS-based reference flux estimator and FGS-tuned speed controller for DTC of induction motor." Automatika 59, br. 1 (2018): 11-23. https://doi.org/10.1080/00051144.2018.1486796
Harvard
Sampath Kumar, S., Joseph Xavier, R., i Balamurugan, S. (2018). 'Development of ANFIS-based reference flux estimator and FGS-tuned speed controller for DTC of induction motor', Automatika, 59(1), str. 11-23. https://doi.org/10.1080/00051144.2018.1486796
Vancouver
Sampath Kumar S, Joseph Xavier R, Balamurugan S. Development of ANFIS-based reference flux estimator and FGS-tuned speed controller for DTC of induction motor. Automatika [Internet]. 2018 [pristupljeno 03.12.2020.];59(1):11-23. https://doi.org/10.1080/00051144.2018.1486796
IEEE
S. Sampath Kumar, R. Joseph Xavier i S. Balamurugan, "Development of ANFIS-based reference flux estimator and FGS-tuned speed controller for DTC of induction motor", Automatika, vol.59, br. 1, str. 11-23, 2018. [Online]. https://doi.org/10.1080/00051144.2018.1486796

Sažetak
This paper discusses about self-regulating the reference flux in induction motor (IM) direct torque control (DTC) drive by fuzzy logic. Self-regulation is improved by using “Artificial Neural Network (ANN)” and “Adaptive Network Based Fuzzy Inference System (ANFIS)” based reference flux estimators. Furthermore, PI speed controller is investigated to develop the performance of the drive. Two different PI speed controller tuning strategies, manual and Fuzzy Gain Scheduling (FGS), are compared for load torque disturbance. The results clearly show that the modified DTC of IM with “ANFIS-based reference flux estimator and FGS-tuned PI speed controller” is most suitable for torque ripple reduction and speed control.

Ključne riječi
Direct torque control; fuzzy logic; ANN; ANFIS; fuzzy gain scheduling; PI controller

Hrčak ID: 225171

URI
https://hrcak.srce.hr/225171

Posjeta: 218 *