| 基于模糊神经网络的纯电动车永磁同步电机矢量控制 |
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| 引用本文： | 赵剑飞,丁朋飞,翟雪松.基于模糊神经网络的纯电动车永磁同步电机矢量控制[J].电机与控制应用,2018,45(12):108-112. |
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| 作者姓名： | 赵剑飞 丁朋飞 翟雪松 |
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| 作者单位： | 上海大学 机电工程与自动化学院,上海200072,上海大学 机电工程与自动化学院,上海200072,上海大学 机电工程与自动化学院,上海200072 |
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| 基金项目： | 台达环境与教育基金会(DREG2016015) |
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| 摘 要： | 纯电动车控制系统对电机控制性能要求较高。提供了一种基于模糊神经网络的永磁同步电机矢量控制方案。以模糊神经网络控制器作为电流调节器,并在速度环引入模糊控制器,将其输出作为电流环的限幅,达到限速的目的。仿真和试验结果表明:对于电动车运行的复杂情况,该方法具有良好的转矩跟踪和电机限速性能。
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| 关 键 词： | 电动车 永磁同步电机 模糊神经网络 矢量控制 |
| 收稿时间： | 2018/7/6 0:00:00 |
Vector Control of Permanent Magnet Synchronous Motor forElectric Vehicle Based on Fuzzy Neural Network |
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| ZHAO Jianfei,DING Pengfei and ZHAI Xuesong.Vector Control of Permanent Magnet Synchronous Motor forElectric Vehicle Based on Fuzzy Neural Network[J].Electric Machines & Control Application,2018,45(12):108-112. |
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| Authors: | ZHAO Jianfei DING Pengfei and ZHAI Xuesong |
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| Affiliation: | School of Mechatronics Engineering and Automation, Shanghai University, Shanghai 200072, China,School of Mechatronics Engineering and Automation, Shanghai University, Shanghai 200072, China and School of Mechatronics Engineering and Automation, Shanghai University, Shanghai 200072, China |
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| Abstract: | The electric vehicle control system requires good motor control performance. A permanent magnet synchronous motor vector control scheme based on fuzzy neural network was presented. The fuzzy neural network controller was used as the current regulator. A fuzzy controller was introduced into the speed loop, and its output was used as the limit of the current loop, so as to limit the motor speed. The results of simulation and experiment showed that the method had good torque tracking and motor speed limit performance for the complicated operation of electric vehicles. |
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| Keywords: | electric vehicle permanent magnet synchronous motor (PMSM) fuzzy neural network vector control |
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