• 제목/요약/키워드: PDP Neural Networks Model(PDP)

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신경망 회로를 이용한 연삭가공의 트러블 검지(II) (Monitoring Systems of a Grinding Trouble Utilizing Neural Networks(2nd Report))

  • 곽재섭;김건희;하만경;송지복;김희술
    • 한국정밀공학회지
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    • 제13권11호
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    • pp.57-63
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    • 1996
  • Monitoring of grinding troble occurring during the process is classified into the quantitative data which depends upon a sensor and the qualitative knowledge which relies upon an empirical knowledge. Since grinding operation is highly related with a large amount of functional parameters, it is actually deficulty in copying wiht the grinding troubles through the process. To cope with grinding trouble, it is an effective monitoring systems when occurring the grinding process. The use of neural networks is an effective method of detection and/or monitroing on the grinding trouble. In this paper, four parameters which are derived from the AE(Acoustic Emission) signatures are identified, and grinding monitoring system utilized a back propagation learning algorithm of PDP neural networks is presented.

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