IDENTIFICATION OF MACHINE AND MACHINING STATES BY USE OF PATTERN RECOGNITION TECHNIQUE.

T. Sata, F. Kimura, K. Matsushima, Shozo Takata, J. Otsuka

研究成果: Conference contribution

抄録

Application of the pattern recognition technique to manufacturing systems for identifying undesirable machine and machining states is discussed giving three examples. The first, recognition of morphology of tool wear, is for identifying and controlling undesirable tool wear morphology by means of the image processing technique and the reinforced learning algorithm. The second, recognition of machine states by sound monitoring, is for monitoring machine failures by using the voice recognition technique. The third, recognition of machining state by use of the spectrum analysis, is for identifying various cutting states by spectrum patterns of the cutting force to control undesirable machining states.

本文言語English
ホスト出版物のタイトルUnknown Host Publication Title
Place of PublicationTokyo, Jpn
出版社Japan Soc of Precision Engineering
ページ178-187
ページ数10
出版ステータスPublished - 1984
外部発表はい

ASJC Scopus subject areas

  • Engineering(all)

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