简化离散参数自适应MRAC算法在直流电机驱动控制中的应用

ieljko Ban, P. Crnosija
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引用次数: 11

摘要

研究了带参数自适应的简化模型参考自适应控制算法在直流电机驱动中的应用。直流电动机驱动系统属于高阶变参数系统,具有基本控制回路和可变转动惯量。为了在系统参数发生变化的情况下也能保持理想的系统行为,提出了具有参数自适应的简化MRAC算法,并将其应用于直流电机驱动的控制。该算法是基于经典的参数自适应模型参考自适应控制方法,简化较少。将参考模型和状态向量简化为三阶,算法中只使用输出变量,算法系数总数减少到7个。利用输出变量的差值代替输出变量的导数,保持了自适应控制算法令人满意的性能。在此基础上,对自适应控制算法进行了归一化处理,使其适用于整个参考信号变化范围。针对系统参数变化的极值,通过离线优化得到自适应控制系数。因此,可以在系统参数变化的整个范围内使用相同的系数。在基于TMS320C37微处理器的dSPACE DS1102微控制器平台上实现了带有参数自适应的简化MRAC算法。该控制器用于控制具有可变转动惯量的直流电动机驱动器。最后,从实验结果可以看出,采用简化的离散参数自适应算法的MRAC显著降低了对象参数变化和扰动对系统行为的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of the MRAC with simplified discrete parameter adaptation algorithm for control of the DC electromotor drive
The application of the simplified model reference adaptive control algorithm with parameter adaptation, to the DC motor drive has been considered. DC motor drive, with a basic control loops and changeable moment of inertia belongs to the class of the higher order systems with changeable parameters. In a way to preserve the desired system behaviour, even in the case of system parameter change, the simplified MRAC algorithm with parameter adaptation was developed and applied for control of the DC motor drive. The algorithm is based on the classical model reference adaptive control approach with parameter adaptation, including few simplifications. The simplifications are as follows: the reference model and the state vector were reduced to the third order, only output variable was used in the algorithm and the total number of the algorithm coefficients was reduced to seven. The satisfactory behaviour of the adaptive control algorithm was preserved by using differences of the output variable instead of its derivatives. Furthermore, an adaptive control algorithm was normalized for the usage in the whole range of reference signal changing. Adaptive control coefficients were obtained by off line optimization, for the extreme amount of the changeable system parameter. Therefore, the same coefficients could be used in whole range of the system parameter variation. The simplified MRAC algorithm with parameter adaptation was implemented in the dSPACE DS1102 micro controller platform based on microprocessor TMS320C37. This controller is used for control of the DC motor drive with a changeable moment of inertia. Finally, it was evident from the experimental results that the application of the MRAC with the simplified discrete parameter adaptation algorithm significantly decreases the influence of the plant parameter variations and the influence of disturbance to the system behaviour.
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