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基于双激励信号的双惯量进给系统机械参数辨识
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国家自然科学基金青年基金项目(51505265)


Mechanical Parameter Identification of Twomass Feed System Based on Double Excitation Signals
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    摘要:

    为了提高进给系统机械参数辨识的效率与精度,提出一种基于双激励信号的双惯量进给系统机械参数辨识方法,先采用伪随机二进制信号对机械传动环节进行频域辨识,根据系统的频响特性设计扫频信号频带,采用增广最小二乘法对双惯量动力学模型离散结构和扰动进行无偏估计,使用零极点匹配法将离散传递函数转化为连续时间传递函数,求解系统的机械参数。为了减小非线性摩擦的影响,整个实验过程均在加速中进行。最终模型的输出与实际输出拟合度达到9861%,残差分析满足理论性能验证指标,提高了双惯量进给系统机械参数辨识精度与效率。

    Abstract:

    In order to improve the efficiency and accuracy of mechanical parameter identification of feed system,a method of mechanical parameter identification for double inertia feed system was proposed based on double excitation signal.The pseudorandom binary signal was used to identify the mechanical transmission link in frequency domain.According to the frequency response characteristics of the system,the sweep signal frequency band was designed.The least square method of ARMAX model was used to estimate the discrete structure and disturbance of the dual inertia dynamic model,the discrete transfer function was transformed into the continuous time transfer function by the zero pole matching method,and the mechanical parameters of the system were solved.In order to reduce the influence of nonlinear friction,the whole experiment was carried out in acceleration.The fitting degree between the final model output and the actual output is 9861%,and the residual analysis meets the theoretical performance verification index,which improves the accuracy and efficiency of the mechanical parameter identification for dual inertia feed system.

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孔令毅,李学伟,张易晗,程祥,焦方锐.基于双激励信号的双惯量进给系统机械参数辨识[J].机床与液压,2021,49(6):1-5.
KONG Lingyi, LI Xuewei, ZHANG Yihan, CHENG Xiang, JIAO Fangrui. Mechanical Parameter Identification of Twomass Feed System Based on Double Excitation Signals[J]. Machine Tool & Hydraulics,2021,49(6):1-5

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  • 在线发布日期: 2022-03-24
  • 出版日期: 2021-03-28