Abstract
References
- Bessaad, T., Taleb, R., & Bachir, G. (2016) Fuzzy Speed Controller design of multi-machines system, Rev. Roum. Sci. Techn.–Électrotechn. et Énerg, 61(1), Bucarest.
- Bounadja, M., Mellakhi, A., & Belmadani, B. (2007). A high performance PWM inverter voltage-fed induction machines drive with an alterative strategy for speed control. Serbian Journal of Electrical Engineering, 4(1), 13-22.
- Fang, Y., Fei, J., & Hu, T. (2018). Adaptive backstepping fuzzy sliding mode vibration control of flexible structure. Journal of Low Frequency Noise. Vibration and Active Control, 37(4), 1079-2096.
- Fei, J., & Lu, C. (2018). Adaptive fractional order sliding mode controller with neural estimator. Journal of the Franklin Institute, 355(5), 2369-2391.
Abstract
Fuzzy controllers are a powerful tool for controlling complex processes. However, its robustness capacity remains moderately limited because it loses its property for large ranges of parametric variations. In this paper, the proposed control method is designed, based on a fuzzy adaptive controller used as a remedy for this problem. For increase the robustness of the vector control and to maintain the performance of the five-phase asynchronous machine despite the presence of disturbances (variation of rotor resistance, rotor inertia variations, sudden variations in the load etc.), by applying the method of behaviour model control (BMC). The results of simulation show that the fuzzy adaptive control provides best performance and has a more robustness as the fuzzy (FLC) and as a conventional (PI) controller.
Keywords
Five-phase Asynchronous machine Vector control Fuzzy adaptive control Behaviour model control (BMC)
References
- Bessaad, T., Taleb, R., & Bachir, G. (2016) Fuzzy Speed Controller design of multi-machines system, Rev. Roum. Sci. Techn.–Électrotechn. et Énerg, 61(1), Bucarest.
- Bounadja, M., Mellakhi, A., & Belmadani, B. (2007). A high performance PWM inverter voltage-fed induction machines drive with an alterative strategy for speed control. Serbian Journal of Electrical Engineering, 4(1), 13-22.
- Fang, Y., Fei, J., & Hu, T. (2018). Adaptive backstepping fuzzy sliding mode vibration control of flexible structure. Journal of Low Frequency Noise. Vibration and Active Control, 37(4), 1079-2096.
- Fei, J., & Lu, C. (2018). Adaptive fractional order sliding mode controller with neural estimator. Journal of the Franklin Institute, 355(5), 2369-2391.
Details
| Primary Language | English |
|---|---|
| Subjects | Environmental and Sustainable Processes |
| Journal Section | Articles |
| Authors | |
| Early Pub Date | December 25, 2023 |
| Publication Date | December 30, 2023 |
| Published in Issue | Year 2023 |
