A Mathematical Modelling Approach Switched Reluctance Motor for Low Speed torque ripple minimization by Sensorless Intelligent Control

被引:3
作者
Deepak, M. [1 ]
Janaki, G. [1 ]
Bharatiraja, C. [1 ]
机构
[1] SRM Inst Sci & Technol, Dept EEE, Chennai, Tamil Nadu, India
来源
2023 IEEE IAS GLOBAL CONFERENCE ON RENEWABLE ENERGY AND HYDROGEN TECHNOLOGIES, GLOBCONHT | 2023年
关键词
Switched reluctance motor; Modelling; Sensor less; Field-oriented control; Adaptive neuro fuzzy inference system; Torque ripple; and Speed control;
D O I
10.1109/GLOBCONHT56829.2023.10087413
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Magnetless low-cost switched reluctance motor (SRM) speed-torque curve ideally suited for low-power electric vehicles (EVs). The few issues with adopting SRM to EVs are commutation torque and flux ripple. Researchers are changing SRM design topologies in rotor structure and many control techniques to minimize the SRM drawbacks. Therefore, this paper proposed a sensorless field-oriented control (SLFOC) based adaptive neuro-fuzzy inference system (ANFIS) approach with four phases 8/6 SRM at a rated power of 3kW control speed, torque response behavior, and mitigate torque ripple. This model was investigated and validated using MATLAB/Simulink (R). Thus, it improves the dynamic response for SRM-EVs. Additionally, performance comparisons on fuzzy logic, neural networks, and proposed SLFOC-ANFIS are presented. The simulation results are validated the speed estimation, torque, and flux ripple.
引用
收藏
页数:6
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