• Title/Summary/Keyword: Inprocess Monitoring

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

  • Kwak, J.S.;Kim, G.H.;Ha, M.K.;Song, J.B.;Kim, H.S.
    • Journal of the Korean Society for Precision Engineering
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    • v.13 no.11
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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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Real-time Multi-sensing System for In-process monitoring of Chatter Vibration(l) (채터진동의 인프로세스 감시를 위한 실시간 복합계측 시스템(1))

  • Kim, Jeong-Suk;Kang, Myeong-Chang;Park, Cheol
    • Journal of the Korean Society for Precision Engineering
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    • v.12 no.10
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    • pp.50-56
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    • 1995
  • Chatter Vibration is an unwanted phenomenon in metal cutting and it always affects surface finish, tool life, machine life and the productivity of machining process. The real-time detection of the chatter vibration is is necessarily required to automation system. In this study, we constructed the multi-sensing system using Tool Dynamometer, Accelermeter and AE sensor. Especially, Acoustic Emission(AE) generated during turning was investigated the possibility for real-time detection of chatter vibration. Turning experiments were performed using carbide insert tip under realistic cutting conditions and tapered workpiece of SM45C. Consquently, the real-time detection using multi-sensing system can be used for Inprocess monitoring of chatter vibration.

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Optimum Manufacturing Processes of Micro-drill (마이크로 드릴의 최적 생산설계)

  • Kim, Gunhoi
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.1 no.1
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    • pp.109-116
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    • 2002
  • Resently, reduction of industrial products in size and weight has increased by the application of micro-drill for gadgets of high precision and gave rise to a great interest in a micro-drilling. Due to the lack of tool stiffness and the chip packing, micro-drilling requires not only the robust tool structure which has not affected by the vibration, but also the effective drilling methods designed to prevent tool fracture from cutting troubles. Firstly, this paper presents a new manufacturing process of micro-drill for improving the product rate and an optimum shape of micro-drill for lengthening the tool life, and secondly suggests between tool life and drilling torque acquired in the inprocess monitoring system.

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Manufacturing Process of Micro-drill

  • Gunhoi Kim;Sunggu Lee;Jaekyung Lee;Kyusik Kwon
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2001.04a
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    • pp.287-293
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    • 2001
  • Resently, reduction of industrial products in size and weight has increased by the application of micro-drill for gadgets of high precision and gave rise to a great interest in a micro-drilling. Due to the lack of tool stiffness and the chip Packing, micro-drilling requires not only the robust tool structure which has not affected by the vibration, but also the effective drilling methods designed to prevent tool fracture from cutting troubles. Firstly, this paper presents a new manufacturing process of micro-drill for improving the Product rate and an optimum shape of micro-drill for lengthening the tool life, and secondly between tool life and drilling torque acquired in the inprocess monitoring system.

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