• 제목/요약/키워드: 디스크 연삭 공정

검색결과 7건 처리시간 0.016초

신경망을 이용한 유연성 디스크 연삭가공공정 인자 예측에 관한 연구 (A Study on the Flexible Disk Grinding Process Parameter Prediction Using Neural Network)

  • 유송민
    • 한국공작기계학회논문집
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    • 제17권5호
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    • pp.123-130
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    • 2008
  • In order to clarify detailed mechanism of the flexible disk grinding system, workpiece length was introduced and its performance was evaluated. Flat zone ratio increased as the workpiece length increased. Increasing wheel speed and depth of cut also enhanced process performance by producing larger flat zone ratio. Neural network system was successfully applied to predict minimum depth of engagement and flat zone ratio. An additional input parameter as workpiece length to the neural network system enhanced the prediction performance by reducing error rate. By rearranging the Input combinations to the network, the workpiece length was precisely predicted with the prediction error rate lower than 2.8% depending on the network structure.

리니어모터 고속이송계 응용 디스크 연삭가공시스템에 관한 연구 (Disk grinding process with linear motor feed system)

    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 2003년도 추계학술대회
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    • pp.374-378
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    • 2003
  • From linear motor feed system model, two axis control rules have been applied. As an application process, a flexible disk grinding system process has been also introduced that utilized varying disk orientation with respect to workpiece along with the applied feed speed. A known process model methodologies has been used to fomulate processed surface profiles. Various process conditions including cutting speed, maximum feed speed and orientation angles could applied to observe process results sensitivities. Even though continuous and constant feed speed has been applied to the process, the results from the trapezoidal input velocity profiles would be observed and compared.

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리니어모터 이송 유연성 연삭가공 시스템에 관한 연구 (A study on the linear motor feed flexible disk grinding system)

  • 유송민
    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 2004년도 춘계학술대회 논문집
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    • pp.381-386
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    • 2004
  • A flexible disk grinding system process has been introduced that utilized varying disk orientation with respect to workpiece along with the applied feed speed. A known process model methodologies has been used to fomulate processed surface profiles. Various process conditions including cutting speed, maximum feed speed and orientation angles could applied to observe process outcomes. Even though continuous and constant feed speed has been applied to the process, the results from the trapezoidal input velocity profiles would be observed and compared. Based on the control strategies including neural network methodologies, several output results were compared to find the optimum process condition.

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리니어모터 이송 유연성 연삭가공 시스템에 관한 연구 (A study on the linear motor feed flexible disk grinding system)

  • 유송민;최명진;신관수
    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 2004년도 추계학술대회 논문집
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    • pp.309-314
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    • 2004
  • A flexible disk grinding system process has been introduced that utilized varying disk orientation with respect to workpiece along with the applied feed speed. Various process conditions including cutting speed, maximum feed speed and orientation angles could applied to observe process outcomes. Even though continuous and constant feed speed has been applied to the process, the results from the trapezoidal input velocity profiles would be observed and compared. Based on the control strategies including neural network methodologies, several output results were compared to find the optimum process condition. Two axis control results were displayed showing better performance with higher trajectory error for larger training epoch.

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수동연삭공정 자동화를 위한 유연성 디스크가공 모델링 (Modeling of flexible disk grinding process for automation of hand-grinding)

  • 유송민;김영진
    • 대한산업공학회지
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    • 제26권4호
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    • pp.376-383
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    • 2000
  • A flexible disk grinding process model has been implemented with varying disk orientation with respect to workpiece surface along with variable feed rate. Before implementing arbitrary disk orientation and translation, disk angle and feed rate variation have been implemented. The disk angle was changed with constant angular velocity only in the entrance stage. The effect of the variable feed rate was added to the geometric schematic. The feed rate was changed either from the entrance stage or from the between edges stage and process performance was evaluated. Effect of changing both angle end feed rate has been also analyzed. Disk trend showing actual disk deflection has also been visualized.

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가공공정의 이상상태진단을 위한 진단전문가시스템의 개발 (Development of Diagnostic Expert System for Machining Process Ffailure Detection)

  • 유송민;김영진
    • 한국정밀공학회지
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    • 제14권11호
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    • pp.147-153
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    • 1997
  • Fault diagnosis technique in machining system which is one of engineering techniques absolutely necessary to automation of manufacturing system has been proposed. As a whole, diagnosis process is explained by two steps: sensor data acquisition and reasoning current state of system with the given sensor data. Flexible disk grinding process implemented in milling machine was employed in order to obtain empirical manufacturing process information. Resistance force data during machining were acquired using tool dynamometer known as sensor which is comparably accurate and reliable in operation. Tool status during the process was analyzed using influnece diagram assigning probability from the statistical analysis procedure.

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