Optimal design of a novel modified electric eel foraging optimization (MEEFO) based super twisting sliding mode controller for controlling the speed of a switched reluctance motor

被引：0
作者：
Das, Debiprasanna [1 ]
Sahu, Binod Kumar [1 ]
Pati, Swagat [1 ]
Mohapatra, Bhabashis [1 ]
Sitikantha, Debashis [2 ]
Bajaj, Mohit [3 ,4 ,5 ]
Blazek, Vojtech [6 ]
Prokop, Lukas [6 ]
机构：
[1] Siksha O Anusandhan Deemed Univ, Dept Elect Engn, FET, ITER, Bhubaneswar, Odisha, India
[2] Siksha O Anusandhan Deemed Univ, Dept Elect & Elect Engn, FET, ITER, Bhubaneswar, Odisha, India
[3] Graph Era Deemed Univ, Dept Elect Engn, Dehra Dun 248002, India
[4] AL Ahliyya Amman Univ, Hourani Ctr Appl Sci Res, Amman, Jordan
[5] Univ Business & Technol, Coll Engn, Jeddah 21448, Saudi Arabia
[6] VSB Tech Univ Ostrava, ENET Ctr, Ostrava 70800, Czech Republic
来源：
SCIENTIFIC REPORTS | 2024年 / 14卷 / 01期
关键词：
Switched reluctance motor (SRM); Super twisting sliding mode controller (STSMC); Sliding mode controller (SMC); Modified electric eel foraging optimization (MEEFO); Electric eel foraging optimization (EEFO); Real-time validation; Speed control; SENSORLESS CONTROL SCHEME; TORQUE RIPPLE; TOPOLOGIES; MACHINE; FUZZY;
D O I：
10.1038/s41598-024-83495-0
中图分类号：
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
Switched Reluctance Motor (SRM) has a very high potential for adjustable speed drive operation due to their cost-effectiveness, high efficiency, robustness, simplicity, etc. Now a days SRMs are widely used in automotive industries as traction motors in electric vehicles and hybrid electric vehicles, air-conditioning compressors, and for other auxiliary services. In this article, a novel super twisting sliding mode controller (STSMC) is proposed to improve the performance of an SRM for reducing the ripple in speed and torque. Initially, a novel Modified Electric Eel Foraging Optimization (MEEFO) technique is developed by incorporating a quasi-oppositional phase and its performance is compared with the conventional Electric Eel Foraging Optimization (EEFO) technique with four popular benchmark functions. Then, both MEEFO and EEFO techniques are implemented to optimally design PI, SMC and STSMC controllers to effectively control the speed of an SRM. The study is carried in three different scenarios such as during starting, during a torque change and during a speed change. Finally, performance of the SRM in real time is studied with OPAL-RT 4510 simulator. It is observed that MEEFO based STSMC exhibits significant improvements in effectively controlling speed of the SRM, as compared to its other proposed counterparts.
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页数：20
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共 61 条
[1]  
Estima J.O., Cardoso A.J.M., Efficiency analysis of drive train topologies applied to electric/hybrid vehicles, IEEE Trans. Veh. Technol, 61, 3, pp. 1021-1031, (2012)
[2]  
Liu X., Chen H., Zhao J., Belahcen A., Research on the performances and parameters of Interior PMSM used for electric vehicles, IEEE Trans. Industr. Electron, 63, 6, pp. 3533-3545, (2016)
[3]  
Bostanci E., Moallem M., Parsapour A., Fahimi B., Opportunities and challenges of switched reluctance motor drives for electric propulsion: a comparative study, IEEE Trans. Transp. Electrification, 3, 1, pp. 58-75, (2017)
[4]  
Xia Z., Et al., Computation-efficient online optimal tracking method for permanent magnet synchronous machine drives for MTPA and flux-weakening operations, IEEE J. Emerg. Sel. Top. Power Electron, 9, 5, pp. 5341-5353, (2020)
[5]  
Xiao D., Et al., Universal full-speed sensorless control scheme for interior permanent magnet synchronous motors, IEEE Trans. Power Electron, 36, 4, pp. 4723-4737, (2020)
[6]  
Bilgin B., Jiang J.W., Emadi A., Switched Reluctance Motor Drives: Fundamentals to Applications, (2018)
[7]  
Kiyota K., Chiba A., Design of switched reluctance motor competitive to 60-kW IPMSM in third-generation hybrid electric vehicle, IEEE Trans. Ind. Appl, 48, 6, pp. 2303-2309, (2012)
[8]  
Boldea I., Tutelea L.N., Parsa L., Dorrell D., Automotive electric propulsion systems with reduced or no permanent magnets: an overview, IEEE Trans. Industr. Electron, 61, 10, pp. 5696-5711, (2014)
[9]  
Scalcon F.P., Et al., Robust control of synchronous reluctance motors by means of linear matrix inequalities, IEEE Trans. Energy Convers, 36, 2, pp. 779-788, (2020)
[10]  
Gan C., Et al., A review on machine topologies and control techniques for low-noise switched reluctance motors in electric vehicle applications, IEEE Access, 6, pp. 31430-31443, (2018)
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