• 제목/요약/키워드: cutting dynamics

검색결과 129건 처리시간 0.029초

신경회로망을 이용한 밀링 공정의 진동 예측 (Vibration Prediction in Milling Process by Using Neural Network)

  • 이신영
    • 한국공작기계학회논문집
    • /
    • 제12권5호
    • /
    • pp.1-7
    • /
    • 2003
  • In order to predict vibrations occurred during end-milling processes, the cutting dynamics was modelled by using neural network and combined with structural dynamics by considering dynamic cutting state. Specific cutting force constants of the cutting dynamics model were obtained by averaging cutting forces. Tool diameter, cutting speed, fled, axial and radial depth of cut were considered as machining factors in neural network model of cutting dynamics. Cutting farces by test and by neural network simulation were compared and the vibration displacement during end-milling was simulated.

신경회로망을 이용한 밀링 공정의 진동 예측 (Vibration Prediction in Mill Process by Using Neural Network)

  • 이신영
    • 한국공작기계학회:학술대회논문집
    • /
    • 한국공작기계학회 2003년도 춘계학술대회 논문집
    • /
    • pp.272-277
    • /
    • 2003
  • In order to predict vibration during end-milling process, the cutting dynamics was modelled by using neural network and combined with structural dynamics by considering dynamic cutting states. Specific cutting constants of the cutting dynamics model were obtained by averaging cutting forces and tool diameter, cutting speed, feed, axial depth radial depth were considered as machining factors. Cutting farces by test and by neural network simulation were compared and the vibration during end-milling was simulated.

  • PDF

Time-series 방법으로 모델링한 절삭역학에 의한 공구마모감시방법 (Tool Wear Monitoring Scheme by Modeling of the Cutting Dynamics by Time-series Method)

  • 권원태
    • 한국정밀공학회지
    • /
    • 제10권4호
    • /
    • pp.94-103
    • /
    • 1993
  • In this work, the imaginary part of the inner modulation transfer function of the cutting dynamics is introduced for tool wear monitoring. Time-series method is utilized to construct the general three dimensional cutting dynamics whose imaginary part of the inner modulation transfer funcition shows the proportionality to tool wear at the natural frequency of the machine tool dynamics. Thus model is reduced to single-input single-output model without altering the proportionality characteristics to tool wear and implemented to the dual computer system in which one computer performs measurement while the other calculates the imaginary part of the inner modulation transfer function of the cutting dynamics by the batch least square method. The values of the imaginary part at the natural requency of the machine tool structure in the cutting direction are compared to the one calculated during machining with a brand new tool to decide the current status of the tool. The experiments shows the relevance of the proposed concept.

  • PDF

엔드밀링에서의 동절삭력 모델을 이용한 채터예측 (Chatter Prediction in Endmilling Using Dynamic Cutting Force Modeling)

  • 황철현;조동우
    • 한국정밀공학회지
    • /
    • 제16권2호통권95호
    • /
    • pp.104-115
    • /
    • 1999
  • Cutting process, in general, is a closed-loop system consisting of structural dynamics and cutting dynamics, with the cutting forces and the relative displacements between tool and workpiece being the associated variables. There have been a number of works on modeling the cutting process of endmilling, most of which assumed that either one of the tool or workpiece be negligible in tis displacement. In this paper, the relative displacement between tool and workpiece was considered. The proposed model used experimental modal analysis for structural dynamics and an instantaneous uncut chip thickness model for cutting dynamics. Simulation of the model, a time varying cutting system, was performed using 4th order Runge-Kutta method. Subsequent simulation results were utilized to predict chatter over a variety of experiments in slotting operation, showing good agreement.

  • PDF

자동회귀-이동평균(ARMA) 모델에 의한 초음파 진동 절삭 공정의 해석 (An analysis of cutting process with ultrasonic vibration by ARMA model)

  • I.H. Choe;Kim, J.D.
    • 한국정밀공학회지
    • /
    • 제11권2호
    • /
    • pp.85-94
    • /
    • 1994
  • The cutting mechanism of ultrasonic vibration machining is characterized as two phases, that is, an impact at the cutting edge and a reduction of cutting force due to non-contact interval between tool and workpiece. In this paper, in order to identify cutting dynamics of a system with ultrasonically vibrated cutting tool, an ARMA modeling is performed on experimental cutting force signals which have a dominant effect on cutting dynamics. The aim of this study is, through Dynamic Date System methodology, to find the inherent characteristics of an ultrasonic vibration cutting process by considering natural frequency and damping coefficient. Surface roughness and stability of cutting process under ultrasonic vibration are also considered

  • PDF

엔드밀 가공시 절삭조건이 비절삭력계수에 미치는 영향 (Effects of Cutting Conditions on Specific Cutting Force Coefficients in End Milling)

  • 이신영
    • 한국공작기계학회논문집
    • /
    • 제13권6호
    • /
    • pp.1-9
    • /
    • 2004
  • For improvement of productivity and cutting tool lift, cutting force in end milling needs to be predicted accurately. In order to analyze cutting force, the cutting dynamics was modelled mathematically by using chip load, cutting geometry, and the relationship between cutting forces and the chip load. Specific cutting force coefficients of the cutting dynamics model were obtained by average cutting forces, tool diameter, cutting speed, fled, axial depth and radial depth of cut. The effects of the cutting conditions on the specific cutting force constants in milling were studied. The model is verified through comparisons of model predicted cutting forces with measured cutting forces obtained from machining experiments.

밀링가공시 절삭조건이 비절삭력계수에 미치는 영향 분석 (Effects of Cutting Conditions on Specific Cutting Force Coefficients in Milling)

  • 이신영
    • 한국공작기계학회:학술대회논문집
    • /
    • 한국공작기계학회 2004년도 춘계학술대회 논문집
    • /
    • pp.93-98
    • /
    • 2004
  • A reasonable analysis of cutting force in end milling may give much advantage to improvement of productivity and cutting tool life. In order to analyze cutting force, the cutting dynamics was modelled mathematically by using chip load, cutting geometry, and the relationship between cutting forces and the chip load. Specific cutting constants of the cutting dynamics model were obtained by average cutting forces, tool diameter, cutting speed, feed, axial depth, and radial depth of cut. The effects of the cutting conditions on the specific cutting force constants in milling were studied. The model is verified through comparisons of model predicted cutting forces with measured culling forces obtained from machining experiments

  • PDF

엔드밀 가공의 절삭력 예측 및 실험 (Prediction and Experiments of Cutting Forces in End Milling)

  • 이신영;임용묵
    • 한국공작기계학회논문집
    • /
    • 제13권4호
    • /
    • pp.9-15
    • /
    • 2004
  • A reasonable analysis of cutting force in end milling may give much advantage to improvement of productivity and cutting tool life. In order to analyze cutting force, the cutting dynamics was modelled mathematically by using chip load, cutting geometry, and the relationship between cutting forces and the chip load. The specific cutting constants of the cutting dynamics model were obtained by average cutting forces, tool diameter, cutting speed, feed, axial depth, and radial depth of cut. The model is verified through comparisons of model predicted cutting forces with measured cutting forces obtained from machining experiments. The results showed good agreement and from that we could predict reasonably the cutting forces in end milling.

DDC방식에 의한 공작기계 절삭 특성 규명 (Machine tool identification under actual cutting process by DDS analysis)

  • 변승완;이종원
    • 대한기계학회논문집
    • /
    • 제5권4호
    • /
    • pp.303-311
    • /
    • 1981
  • Machine tool dynamics is investigated under actual working conditions. Experimental evaluation of cutting dynamics in a lathe is made with cutting conditions and cutting positions varied. The thrust force and the toolpost and tailstock accelerations during turning process are modelled and analyzed by employing Dynamic Data System methodology. It is found that two acceleration signals are good enough to replace the thrust force, when used for machine tool identification under cutting process and for chatter detection.

Time-series 방법으로 모델링한 절삭역학에 의한 공구마모감시 방법

  • 권원태
    • 한국정밀공학회:학술대회논문집
    • /
    • 한국정밀공학회 1993년도 춘계학술대회 논문집
    • /
    • pp.97-101
    • /
    • 1993
  • In this work, the imaginary part of the inner modulation transfer function of the cutting dynamics is introduced for tool wear monitoring. Time-series method is utilized to construct the generalthree dimensional cutting dynamics whose imaginary part of the inner modulation transfer funcition shows the proportionality to tool wear at the natural frequency of the machine tool dynamics. This modelis reduced to single-input single- output model without altering the proporitonality characteristics to tool wear and implemented to the dual computer system in which one computer performs measurement while the other calculates the imaginary part of the inner modulation transfer function of th cutting dynamics by the batchleast square method. The values of the imaginary part at the natural frequencyof the machine tool structure in the cutting direction are compared to the one calculated during machining with a brand new tool to decide the current stants of the tool. The experiments shows the relevance of the proposed concept.