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基于Filtered-X LMS自适应算法的车削颤振控制系统设计与实验研究(英文) 被引量:2

Design and experimental study of cutting chatter control system based on Filtered-X LMS
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摘要 基于Filtered-X LMS自适应滤波算法,设计了一种压电作动器来控制刀具与工件的切削力位移,并进行了数值仿真和实际的切削实验。研究结果表明:在相同的切削条件下,基于Filtered-X LMS自适应滤波算法控制的刀具加工精度明显优于传统刀具的加工精度,能有效的减少车刀的振动量,验证了该控制系统的有效性,对于提高车床的加工精度具有重要的意义。 Cutting chatter is an important factor which restricts the development of NC machining to high precision and high flexibility. In this paper, a piezoelectric actuator which is used to control the cutting force and displacement be- tween the turning tool and the work piece is designed, based on the Filtered-X LMS adaptive filtering algorithm. The numerica[ simulation and the cutting experiments are carried out. The results show that the processing preci- sion of the Filtered-X LMS adaptive filtering algorithm to control the machining tool is obviously superior to that of the traditional cutting tool under the same cutting conditions. The Filtered-X LMS could effectively reduce the tool vibration and verify the effectiveness of the control system, and has important significance to improve the machi- ning accuracy of the lathe.
出处 《机床与液压》 北大核心 2017年第6期100-104,118,共6页 Machine Tool & Hydraulics
基金 supported by National innovation and entrepreneurship training fund project,Wuhan University of technology (No.20161049705006)
关键词 颤振 Filtered-X LMS算法 适应性滤波器 振动控制 Cutting chatter, Filtered-X LMS algorithm, Adaptive filter, Vibration control
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