基于Luenberger观测器的无刷直流电机速度传感器故障检测

Yousef Al-Mutayeb, Moayed Almobaied
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引用次数: 1

摘要

为了提高现代控制系统的安全性、可靠性和效率,容错控制系统已经成为一个重要的研究领域。一般来说,FTCS技术可以是主动控制或被动控制。为了检测无刷直流电动机速度霍尔传感器可能出现的故障,本文采用了主动控制分支故障检测与诊断(FDD)技术。FDD方法取决于过程和现有数据的类型,可分为两种方法;基于模型方法和基于数据的方法。在这里,提出的方法侧重于研究Luenberger观测器技术的使用,该技术属于基于模型的方法。该观测器依赖于残差信号,残差信号在整个系统中用作故障指示器,表示来自设备的测量速度信号与估计速度信号之间的差值。由于对这种类型的电机的需求不断增加,特别是在电动汽车、太阳能系统和新的水泵系统等可再生能源领域,无刷直流电机被选为测试所提出方法的基准。通过MATLAB仿真验证了该方法的有效性,结果清楚地表明故障检测符合预期,并具有较高的性能响应。
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Luenberger Observer-Based Speed Sensor Fault Detection of BLDC Motors
Fault Tolerant Control Systems (FTCS) have become an important area of research for improving safety, reliability and efficiency of modern control systems. Generally, FTCS technique can be active or passive control. In this paper, the Fault Detection and Diagnosis (FDD) which belongs to the active control branch is used in order to detect faults that may occur in speed hall sensors of Brushless DC Motors (BLDC). The FDD methodologies, which depend on the process and the type of data available can be divided into two approaches; Model-based methods and data-based methods. Here, the proposed method focuses on the investigation of the use of Luenberger observer technique which belongs to the model-based approach. This observer depends on the residual signal which is used as a fault indicator in the overall system and represents the difference between the measured speed signal from the plant and the estimated speed signal. BLDC motor is selected as a benchmark for testing the proposed method due to the increasing demand for this type of motors especially in the renewable energy sector as in electrical vehicles, solar system, and new water pumping systems. The effectiveness of the proposed method is proved using MATLAB simulations and the results illustrate clearly the detection of faults as expected with high performance response.
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