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Comparison of classifiers for chatter detection
2013 21st Signal Processing and Communications Applications Conference (SIU), 2013Unstable machine cutting causes chatter and reduces quality of the production. Therefore it must be detected. Several techniques have been presented for this reason. The aim of this study is to determine the data, features and classifiers which fit on chatter detection.
Tuğci, Recep +2 more
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An adaptive grinding chatter detection method considering the chatter frequency shift characteristic
Mechanical Systems and Signal Processing, 2020Abstract At present the majority of the research works on machining chatter detection are based on energy level monitoring of certain chatter frequencies which are premised to be invariant. However, chatter frequencies are very complicated with multi-frequency/frequency band, time-variant characteristics and are also affected by many factors in the ...
Yao Liu +3 more
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Detection and Suppression of Drilling Chatter
Journal of Dynamic Systems, Measurement, and Control, 1994The paper presents a simple but effective method to detect and suppress chatter in drilling operations. Unlike conventional approaches, complex cutting dynamics in drilling operations do not need to model and analyze in this new approach. Chatter is detected when a large thrust force or torque variation is observed.
Tarng, Y.S., Li, T.C.
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Chatter detection by monitoring spindle drive current
The International Journal of Advanced Manufacturing Technology, 1997The purpose of this work is to investigate a new method for detecting chatter in milling. In this method, the spindle drive current signal of a vertical milling machine is used for monitoring process instability. Both simulations and experimental work are conducted. Results show that current signals can transmit chatter frequencies reliably.
E. Soliman, F. Ismail
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