基于卡尔曼滤波估计负载的滑模pwm -直接转矩控制感应电机驱动

Hau Huu Vo, Dat Vinh Phat Tran, T. Q. Thieu, T. Le, Dong Si Thien Chau, P. Brandstetter
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引用次数: 1

摘要

本文介绍了滑模控制器和卡尔曼滤波(KFSMC)在脉宽调制直接转矩控制异步电动机驱动速度控制中的应用。定子电阻的不确定性降低了直接转矩控制的性能。为了提高被控系统对不确定性的鲁棒性,采用滑模控制器(SMC)代替传统直接转矩控制结构中的比例积分(PI)速度控制器。SMC的计算需要对负荷进行估计,为了降低负荷估计中的噪声和速度响应中的抖振现象,集成了卡尔曼滤波。在不同的参考转速下,在较大的定子电阻噪声范围内进行了仿真。采用ITAE、沉降时间、超调量和欠调量等指标对驱动结构的性能进行了比较。结果证实了所提出的驱动结构的预期特性。这是一篇在知识共享署名许可(http://creativecommons.org/licenses/by/4.0/)条款下发布的开放获取文章,该许可允许在任何媒介上不受限制地使用、分发和复制,只要原始作品被适当引用。
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Sliding Mode PWM-Direct Torque Controlled Induction Motor Drive with Kalman Filtration of Estimated Load
The paper presents an application of sliding mode controller and Kalman Filter (KFSMC) in speed control of pulse-width-modulation direct torque controlled induction motor drive. The performance of the direct torque control (DTC) is degraded by the uncertainty of stator resistance. In order to increase the robustness of the controlled system to the uncertainty, a sliding mode controller (SMC) is utilized to replace the proportional-integral (PI) speed controller in the conventional DTC drive structure. Computation of SMC requires estimation of load, and Kalman Filter is integrated to reduce noise in load estimation and chattering phenomenon in speed response. Simulations are carried out at different reference speeds in a wide range of noises of stator resistance. Indices including ITAE, settling time, overshoot, and undershoot are employed to compare the performance of drive structures. Results confirmed the desired characteristics of the proposed drive structure.This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium provided the original work is properly cited.
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