工业雕刻机系统无模型自适应控制

Yuzhu Zhang, Jiawei Liu, Xingxing Zhou, Baojian Qin, Shi-Du Dong
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引用次数: 1

摘要

雕刻机系统是典型的多轴运动系统,在工业生产中具有很大的应用价值。分析了典型雕刻机系统在速度控制模式下的输入角速度和输出位置的机理。雕刻机模型主要由速度电路、电流电路、电机和机械执行器组成。在机构模型的建立过程中进行了一些理想的假设和简化,使得机构模型的参数难以准确估计。不精确的预测模型限制了基于模型的控制算法的应用,降低了模型控制的精度。因此,采用基于压缩格式动态线性化的无模型自适应控制算法对雕刻机的输出位置进行控制。分析并证明了所提出的无模型自适应控制算法的稳定性。数值仿真和实际实验验证了所提控制算法对非线性时变系统和雕刻机系统的优越性和实用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Model Free Adaptive Control for Industrial Engraving Machine System
The engraving machine system is a typical multi-axis motion system, which has great application value in industrial production. The mechanism of input angular velocity and output position of a typical engraving machine system in speed control mode is analyzed. The engraving machine model is mainly composed of speed circuit, current circuit, motor and mechanical actuator. Some ideal assumptions and simplifications are made during the establishment of the mechanism model, which makes it difficult to estimate the parameters of the mechanism model accurately. The imprecise prediction model limits the application of model-based control algorithms and reduces the model control accuracy. Therefore, a model free adaptive control algorithm based on dynamic linearization of compact format is used to control the output position of the engraving machine. The stability of the proposed model-free adaptive control algorithm is analyzed and proved. The numerical simulation and practical experiment verify superiority and practicability of the proposed control algorithm for nonlinear time-varying system and engraving machine system.
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