Multitype chatter detection via multichannelinternal and external signals in robotic milling

被引:32
作者
Deng, Kenan [1 ]
Yang, Lijun [1 ]
Lu, Yong [1 ]
Ma, Shoudong [1 ]
机构
[1] Harbin Inst Technol, Sch Mechatron Engn, Harbin 150001, Peoples R China
关键词
Multitype chatter detection; Internal and external signals; Robotic milling; Chatter indicators combination; IDENTIFICATION; ACCELERATION; EEMD;
D O I
10.1016/j.measurement.2024.114417
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Robot milling chatter monitoring is susceptible to interference from robot pose, feed direction, inertial excitation-dominated low-frequency flexible vibration (IELFFV), and spindle noise. Therefore, this paper proposes a multi-type chatter detection method utilizing multi-channel internal and external signals. First, the multichannel vibration signals and internal controller signals were acquired and aligned. The vibration signals were converted into an engagement coordinate system. Then, based on the milling vibration signal characterization and sensitivity analysis of vibration signals to chatter, a combination of three chatter indicators, calculated via filtered displacement, filtered acceleration, and internal signals, was utilized to detect structural modedominated low-frequency chatter, IELFFV, and tool mode-dominated high-frequency chatter. Finally, the effectiveness of the proposed method in detecting the multitype chatter was demonstrated via robot milling experiments. However, the process of the tool entering and exiting the workpiece could be misclassification as TMHFC, which would be addressed in subsequent research.
引用
收藏
页数:17
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