연삭 동력신호를 응용한 결함진단에 관한 연구

A Study on the Fault Diagnosis Applied to the Grinding Power Signals

  • 곽재섭 (부산대학교 기계기술연구소)
  • 발행 : 2000.08.01

초록

Undesired trouble such as chatter vibration and burning on the ground surface appears frequently in the cylindrical plunge grinding process. Establishment of a credible fault diagnostic system for the grinding process is the major purpose of this study. Power signals generated during the grinding operation were sampled and analyzed to determine the relationship between grinding troubles and behavior of signal changes. In addition, a neural network was optimized with a momentum coefficient a learning rate, and a structure of the hidden layer through the iterative learning process. Based on the established system, success rates of the trouble recognition were verified.

키워드

참고문헌

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