• Title/Summary/Keyword: Cutting Force Modeling

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A modeling of dynamic cutting force and analysis of stability in chatter vibration (채터진동에서의 동적 절삭력의 모델링과 안정성 해석)

  • Kim, Jeong-Suk;Kang, Myeong-Chang
    • Journal of the Korean Society for Precision Engineering
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    • v.10 no.2
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    • pp.161-169
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    • 1993
  • The elimination of chatter vibration is necessary to improve the precision and the productivity of the cutting operation. A new mathematical model of chatter vibration is presented in order to predict the dynamic cutting force from the static cutting data. The dynamic cutting force is analytically expressed by the static cutting coefficient and the dynamic cutting coefficient which can be determined from the cutting mechanics. The stability analysis is carried out by a two degree of freedom system. The chatter experiments are conducted by exciting the cutting tool with an impact hammer during an orthogonal cutting. A good agreement is shown between the stability limits predicted by theory and the critical width of cut determined by experiments.

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Detection of Tool Wear using Cutting Force Measurement in Turning (선사가공에 절삭력을 이용한 공구마멸의 감지)

  • 윤재웅;이권용;이수철;최종근
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.10 no.1
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    • pp.1-9
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    • 2001
  • The development of flexible automation in the manufacturing industry is concerned with production activities performed by unmanned machining system A major topic relevant to metal-cutting operations is monitoring toll wear, which affects process efficiency and product quality, and implementing automatic toll replacements. In this paper, the measurement of the cutting force components has been found to provide a method for an in-process detection of tool wear. The static com-ponents of cutting force have been used to detect flank wear. To eliminate the influence of variations in cutting conditions, tools, and workpiece materials, the force modeling is performed for various cutting conditions. The normalized force dis-parities are defined in this paper, and the relationships between normalized disparity and flank were are established. Final-ly, artificial neural network is used to learn these relationships and detect tool wear. According to proposed method, the static force components could provide the effective means to detect flank wear for varying cutting conditions in turning operation.

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Study on Control Model Based on Signal Processing In End-Milling Process (엔드밀 공정에서의 신호처리에 따른 제어모델에 관한 연구)

  • 양우석;이건복
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2001.04a
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    • pp.192-196
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    • 2001
  • This work describes the modeling of cutting process for feedback control based on signal processing in end-milling. Here, cutting force is used to design control model by a variety of schemes which are moving average, ensemble average, peak value, root mean square and analog low-pass filtering. It is expected that each model offers its own peculiar advantage in following cutting force control.

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A Study on the Modeling for Cutting Force (엔드밀 가공에서의 절삭력 모델링에 관한 연구)

  • 김성청
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2000.04a
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    • pp.58-65
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    • 2000
  • This study is concerned about the verification and the implementation of a mechanical model for the force system in end milling. The model is based on the relationship between the cutting forces and the chip thickness. The components of the model are based on the average cutting forces which are experimentally obtained. And, both instantaneous and average force system characteristics are described as a function of cut geometry and a feed rate. This model employed two specific cutting forces, instantaneous and average specific cutting force, and the models which obtained using two cutting forces were compared and analyzed. In this study, cutter deflection with respect to the center of rotation is considered, which is a major part of the tool run-outs. The effect of run-out on the cutting forces is also discussed. The relationships among the run-out parameters, cutting parameters and the resulting force system characteristics are presented. In all cases, for the down milling with a right hand helix cutter is considered.

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

  • Hwang , Cheol-Hyun;Cho, Dong-Woo
    • Journal of the Korean Society for Precision Engineering
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    • v.16 no.2 s.95
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    • pp.104-115
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    • 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.

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Specific Cutting Force Coefficients Modeling of End Milling by Neural Network

  • Lee, Sin-Young;Lee, Jang-Moo
    • Journal of Mechanical Science and Technology
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    • v.14 no.6
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    • pp.622-632
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    • 2000
  • In a high precision vertical machining center, the estimation of cutting forces is important for many reasons such as prediction of chatter vibration, surface roughness and so on. The cutting forces are difficult to predict because they are very complex and time variant. In order to predict the cutting forces of end-milling processes for various cutting conditions, their mathematical model is important and the model is based on chip load, cutting geometry, and the relationship between cutting forces and chip loads. Specific cutting force coefficients of the model have been obtained as interpolation function types by averaging forces of cutting tests. In this paper the coefficients are obtained by neural network and the results of the conventional method and those of the proposed method are compared. The results show that the neural network method gives more correct values than the function type and that in the learning stage as the omitted number of experimental data increase the average errors increase as well.

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

  • I.H. Choe;Kim, J.D.
    • Journal of the Korean Society for Precision Engineering
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    • v.11 no.2
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    • pp.85-94
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    • 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

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The Wear Prediction of $A1_{2}$$0_{3}$-TiC Series Ceramic Tool by Cutting Force Model (절삭력 모델에 의한 $A1_{2}$$0_{3}$-TiC계 세라믹 공구의 마멸 예측)

  • Kim, Jeong-Suk;Kang, Myeong-Chang;Jo, Jae-Sung
    • Journal of the Korean Society for Precision Engineering
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    • v.13 no.12
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    • pp.151-157
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    • 1996
  • The tool condition monitoring is one of the most important aspects to improve productivity and quality of workpiece. In this study, the wear of ceramic tool (A1$_{2}$0$_{3}$-TiC Series) cutting the hardened die material(SKD11) was investigated. Flank wear was more dominant than crater wear. Therefore the modeling of cutting force related to flank wear has been performed. The cutting force model was construct- ed by an assumption that the stress distribution on the tool face is affected by tool wear. The relationship between characteristics as cutting force and tool wear can be suggested by machining parameters depending on cutting conditions. Experiments were performed under the various cutting conditions to ensure the validity of force models. The theoretical predictions on the flank wear are approximately in good agreement with experimental results.

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A Study on the Application of Adaptive Control Constraint to Maintain Constant Cutting force in Turning (선삭에서 일정 절삭력 유지를 위한 구속 적응제어에 관한 연구)

  • 김인수;황홍연;김광준
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.10 no.3
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    • pp.376-382
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    • 1986
  • Adaptive control constraint (ACC) is applied to a turning process to keep the cutting force constant while the cutting conditions vary. In this system, a given reference force is compared with the measured cutting force and difference is input to the controller to adjust the feed. Since it is found that the effective ACC loop gain depends on both depth-of-cut and spindle speed and thereby influence the system stability, a simple computer algorithm is built in the controller to maintain the stability of the whole system by on-line estimation of the process parameters during cutting.

A study on the Modeling of Tool Motion and High Accuracy Surface Generation by Use of Cutting Force Signal (절삭력 신호를 이용한 공구운동의 모델링과 고정도 표면생성에 관한 연구)

  • 김정두;이은복
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.17 no.8
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    • pp.1951-1962
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    • 1993
  • The creation process of a typical machined surface is treated here as a dynamic system. An investigation is carried out to establish a relationship between the characteristics of cutting force fluctuations that cause vibration response of the tool-workpiece system and the formation of surface in face cutting by sintered carbide cutting tool. Cutting force is measured and analyzed in frequency domain. The power spectral densities of cutting force give a useful information in surface generation and it can be used to find out the control factor of surface roughness. The terms, PSD ratio & Normalized spindle frequency PSD, are defined and when the value of power in spindle frequency is absolutely little but relatively large, it is obtained high accuracy surface roughness. The aim of this research is to find surface profile by measured and analyzed cutting force signals. The simulation of surface generation gives the comprechension of its mechanism and help to predict and control the surface quality. In this study, it is suggested what informations about surface generation can be acquired from the cuttuing force signal and an way of generating a better surface.