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Journal of the Korean Society of Precision Engineering Vol.14, No.10, October 1997

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A Study on the Diagnosis of Cutting Tool States Using Cutting Conditions and Cutting Force Parameters (I)
-Signal Processing and Feature Extraction-
Chin-Yong Cheong*, Ki-Hyun Yu**, Yong-Ki Kwon***, Nam-Sup Suh****

ABSTRACT

The detection of cutting tool states in machining is important for the automation. The information of cutting tool states in metal cutting process is uncertain. Hence a industry needs the system which can detect the cutting tool states in real time and control the feed motion. Cutting signal features must be sifted before the classification. In this paper the Fisher's linear discriminant function was applied to the pattern recognition of the cutting tool states successfully. Cutting conditions and cutting force parameters have shown to be sensitive to tool states, so these cutting conditions and cutting force parameters can be used as features for tool state detection.

Key Words: signal feature(½ÅȣƯ¡), linear discriminant function(¼±Çü½Äº°ÇÔ¼ö) cutting condition(Àý»èÁ¶°Ç- cutting force parameter(Àý»è·Â ÆĶó¸ÞŸ)

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