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用自校正模糊滑动控制器解决数控系统中的非线性问题

SOLUTION TO NONLINEARITY OF CNC BASED ON SELF-TUNING FUZZY SLIDE-MODE CONTROLLER

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【作者】 林浒蔡光起于东盖荣丽

【Author】 Lin Hu Cai Guangqi(School of Mechanical Engineering and Automation, Northeastern University, Shenyang 110004)Yu Dong Gai Rongli(Shenyang Institute of Computing Technology, Chinese Academy of Sciences, Shenyang 110004)

【机构】 东北大学机械工程与自动化学院中国科学院沈阳计算技术研究所中国科学院沈阳计算技术研究所 沈阳 110004沈阳 110004沈阳 110004

【摘要】 随着数控系统向高速、高精度方向发展,伺服轴的非线性特性已成为影响控制器性能的重要因素。针对控制系统中的非线性问题,基于变结构的模糊滑动控制奠定了解决问题的理论基础。然而,在实际的轴控制中,由于多种非线性间的耦合效应,单纯采用模糊滑动控制存在着相应的问题。为了消除非线性特性间影响,探讨了将自校正控制引入模糊滑动控制的方法。通过仿真试验,建立了模糊滑动控制的自适应律;根据轴控制对象,设计了自校正环节的控制函数,建立了一种自校正模糊滑动控制器。该控制器不仅可利用模糊滑动控制的鲁棒特性,而且可在线调节控制器的参数。针对反向间隙与死区的仿真试验表明,自校正模糊滑动控制器执行效率更高,误差更小,可以很好地解决数控系统轴控制器中存在的非线性问题。

【Abstract】 Nonlinearity of servo-axis controller is an important factor to influence the performance in the modern CNC system with high velocity and high precision. Aiming at the nonlinear-ity of axis controlling, fuzzy slide-mode control based on variable structure system establishes the theoretical foundation. However, owing to the coupling effect of the multi-nonlinearity in actual CNC systems, fuzzy slide-mode controller cannot effectively drive the servo-axis. In order to solve the problem, a method is presented, which imports self-tuning technique to fuzzy slide-mode controller. In the method, an adaptive rule is obtained through the simulation, while a self-tuning function is derived from the controlled object. On the basis of the method, a self-tuning fuzzy slide-mode is designed, which not only makes full use of the robustness of fuzzy slide-mode theory, but also tunes the parameter of the controller on-line. The results of simulation on backlash and deadzone show that this controller can improve run-time efficiency and performance. So it provides a good solution to multi-nonlinearity of CNC systems.

【基金】 中国科学院"知识创新工程"重大资助项目(KCCX1-SW-20)。
  • 【文献出处】 机械工程学报 ,Chinese Journal of Mechanical Engineering , 编辑部邮箱 ,2004年12期
  • 【分类号】TM571.6
  • 【被引频次】5
  • 【下载频次】130
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