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Constant Cutting Force Control for CNC Machining Using Dynamic Characteristic-Based Fuzzy Controller

机译:基于动态特征的模糊控制器的数控加工恒切削力控制

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摘要

This paper presents a dynamic characteristic-based fuzzy adaptive control algorithm (DCbFACA) to avoid the influence of cutting force changing rapidly on the machining stability and precision. The cutting force is indirectly obtained in real time by monitoring and extraction of the motorized spindle current, the feed speed is fuzzy adjusted online, and the current was used as a feedback to control cutting force and maintain the machining process stable. Different from the traditional fuzzy control methods using the experience-based control rules, and according to the complex nonlinear characteristics of CNC machining, the power bond graph method is implemented to describe the dynamic characteristics of process, and then the appropriate variation relations are achieved between current and feed speed, and the control rules are optimized and established based on it. The numerical results indicated that DCbFACA can make the CNC machining process more stable and improve the machining precision.
机译:本文提出了一种基于动态特性的模糊自适应控制算法(DCbFACA),以避免切削力快速变化对加工稳定性和精度的影响。切削力是通过监视和提取电动主轴电流而实时间接获得的,进给速度可以在线进行模糊调节,并且电流被用作反馈信息,以控制切削力并保持加工过程的稳定。与传统的基于经验的控制规则的模糊控制方法不同,根据数控加工复杂的非线性特征,采用功率键合图方法描述过程的动态特性,然后获得适当的变化关系。电流和进给速度,并据此优化和建立控制规则。数值结果表明,DCbFACA可以使数控加工过程更加稳定,提高加工精度。

著录项

  • 来源
    《Shock and vibration》 |2015年第1期|406294.1-406294.8|共8页
  • 作者单位

    Tianjin Univ, Dept Mech Engn, Tianjin 300072, Peoples R China;

    Tianjin Univ, Dept Mech Engn, Tianjin 300072, Peoples R China;

    Tianjin Univ, Dept Mech Engn, Tianjin 300072, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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