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遗传算法优化的模糊二阶滑模控制在双星感应电机的直接转矩控制中的应用
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作者 Ghoulemallah BOUKHALFA sebti belkacem +1 位作者 Abdesselem CHIKHI Moufid BOUHENTALA 《Journal of Central South University》 SCIE EI CAS CSCD 2022年第12期3974-3985,共12页
采用传统PI控制器对双星感应电机(DTC-DSIM)进行直接转矩控制性能并不理想,可能造成转矩和磁通量波动大,对参数变化敏感等。在经典驱动中能够克服上述缺点的控制策略之一就是将超螺旋算法(STA)与模糊逻辑控制相结合的模糊二阶滑模控制方... 采用传统PI控制器对双星感应电机(DTC-DSIM)进行直接转矩控制性能并不理想,可能造成转矩和磁通量波动大,对参数变化敏感等。在经典驱动中能够克服上述缺点的控制策略之一就是将超螺旋算法(STA)与模糊逻辑控制相结合的模糊二阶滑模控制方法(FSOSMC)。未来实现最优控制效果,采用遗传算法(GA)对FSOSMC参数进行优化。将本文中的G-FSOSMC算法与G-SOSMC、G-PI和BBOFSOSMC进行性能比较,结果表明,G-FSOSMC能有效地减小转矩和磁通量波动,并抑制电机颤振;且参数的不确定性也不影响系统性能。 展开更多
关键词 双星感应电机 直接转矩控制 模糊二阶滑模控制 遗传算法 基于生物地理学的优化算法
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Improving Asynchronous Motor Speed and Flux Loop Control by Using Hybrid Fuzzy-SMC Controllers 被引量:1
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作者 Ismail Bendaas Farid Naceri sebti belkacem 《International Journal of Automation and computing》 EI CSCD 2014年第4期361-367,共7页
This paper presents a new method combining sliding mode control(SMC) and fuzzy logic control(FLC) to enhance the robustness and performance for a class of non-linear control systems. This fuzzy sliding mode control(FS... This paper presents a new method combining sliding mode control(SMC) and fuzzy logic control(FLC) to enhance the robustness and performance for a class of non-linear control systems. This fuzzy sliding mode control(FSMC) is developed for application in the area for controlling the speed and flux loops of asynchronous motors. The proposed control law can solve those problems associated with the conventional control by sliding mode control, such as high current, flux and torque chattering, variable switching frequency and variation of parameters, in which a robust fuzzy logic controller replaces the discontinuous part of the classical sliding mode control law. Simulation results of the proposed FSMC technique on the speed and flux rotor controllers present good dynamic and steady-state performances compared to the classical SMC in terms of reduction of the torque chattering, quick dynamic torque response and robustness to disturbance and variation of parameters. 展开更多
关键词 Induction motor sliding mode control fuzzy logic control fuzzy sliding mode control chattering phenomenon
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