• 제목/요약/키워드: Tool Wear Prediction

검색결과 70건 처리시간 0.026초

초음파 인프로세스 센서를 이용한 공구마멸 검출 (Detection of Tool Wear by Using the Ultrasonic In-Process Sensor)

  • 강형식;황준;고준빈;정의식
    • 한국공작기계학회논문집
    • /
    • 제10권3호
    • /
    • pp.55-60
    • /
    • 2001
  • A technique on the detection of tool wear based on the ultrasonic pulse-echo method in turning process is presented. The change in amount of the reflected energy from nose and flank of the tool can be related to the level of tool wear and mechanical integrity of the tool, that is, there exists an excellent correlation between the ultrasonic measurement and tool wear. As a results, the method is very useful for the prediction of cutting tool life and the determination of tool exchange period.

  • PDF

니켈절삭시 CBN, 소결 및 단결정 다이아몬드 공구의 마멸과 예측에 관한 연구 (A Study on the Tool Wear and Prediction of CBN, Poly Crystal and Single Crystal Diamond Tools in Cutting of Nickel)

  • 성기석;김정두
    • 대한기계학회논문집
    • /
    • 제17권1호
    • /
    • pp.120-130
    • /
    • 1993
  • 본 연구에서는 니켈의 가공시 나타나는 공구의 마멸에 대한 정량화 및 절삭변 수와의 연관성에 대한 연구는 그 자체가 마멸에 대한 데이터 베이스 측면에서 중요하 고, 이러한 접근방법으로는 연구가 거의 이루어지지 않았다는 측면에서도 큰 의미를 갖는다. 본 연구는 특히 경도가 큰 공구인 CBN, 소결 다이아몬드(poly crystal dia- mond 이하 PCD), 단결정 다이아몬드(single crystal diamond 이하 SCD)공구를 사용하 여 니켈의 절삭에서 나타나는 공구의 마멸에 대한 분석을 선행한 후 수집한 정보로부 터 절삭속도, 이송, 절삭깊이 및 공구의 nose반경이 공구의 마멸 및 표면의 성상(su- rface quality)에 미치는 영향에 대하여 고찰하였고 절삭조건의 변화에 따라 마멸에 대한 예상 곡선을 구하였다.

초고강도강판 프레스성형용 금형의 CrN 코팅층 마모수명 예측 (Wear Life Prediction of CrN Coating Layer on the Press Tool for Stamping the Ultra High Strength Steel Sheet)

  • 이정흠;배상범;윤국태;허재영;김세호;박춘달
    • 소성∙가공
    • /
    • 제26권3호
    • /
    • pp.137-143
    • /
    • 2017
  • In this study, a wear test method was proposed to predict the wear life of the CrN layer coated on the surface of the press tools for manufacturing the auto-parts with ultra high strength steel (UHSS) with a tensile strength of 1.5 GPa. The pin-on-disc type wear test was carried out to confirm the feasibility and the reproducibility of the wear amount according to the test conditions such as the normal force, the sliding velocity, and the sliding speed. The test conditions were obtained from the finite element stamping analysis and the wear simulation. With the wear amount from the wear test, a prediction model of the wear depth in the CrN coating layer was proposed according to the test conditions with the design of experiments such as Taguchi method and the response surface method. The derived prediction model was then compared to the result of the Archard wear model, fully describing that the proposed model can effectively predict the wear life of the press tools for the auto-parts with UHSS.

공구마멸 감시에 음향방출 신호를 이용하기 위한 연구 (A study on monitoring of milling tool wear for using the acoustic emission signals)

  • 윤종학
    • 한국생산제조학회지
    • /
    • 제5권3호
    • /
    • pp.15-21
    • /
    • 1996
  • This study is focused on the prediction of appropriate tool life by clarifying the correlation between progressive tool wear and AE(Acoustic Emission) signals, while cutting stainless steel by end mill on the machining center. The results of this study were that RMSAE tends to increase linearly along with the increase of the cutting speed, and it was more sensitive to depth of cut than to the variation of feed rate at the same cutting conditions, and RMSAE increases around 0.21mm flank wear hereby AE-HIT also increases. AE signals depend upon tool wear and fracture from the above results. Therefore, the AE signals can be utilized in order to monitor the tool condition.

  • PDF

Prediction of TBM disc cutter wear based on field parameters regression analysis

  • Lei She;Yan-long Li;Chao Wang;She-rong Zhang;Sun-wen He;Wen-jie Liu;Min Du;Shi-min Li
    • Geomechanics and Engineering
    • /
    • 제35권6호
    • /
    • pp.647-663
    • /
    • 2023
  • The investigation of the disc cutter wear prediction has an important guiding role in TBM equipment selection, project planning, and cost forecasting, especially when tunneling in a long-distance rock formations with high strength and high abrasivity. In this study, a comprehensive database of disc cutter wear data, geological properties, and tunneling parameters is obtained from a 1326 m excavated metro tunnel project in leptynite in Shenzhen, China. The failure forms and wear consumption of disc cutters on site are analyzed with emphasis. The results showed that 81% of disc cutters fail due to uniform wear, and other cutters are replaced owing to abnormal wear, especially flat wear of the cutter rings. In addition, it is found that there is a reasonable direct proportional relationship between the uniform wear rate (WR) and the installation radius (R), and the coefficient depends on geological characteristics and tunneling parameters. Thus, a preliminary prediction formula of the uniform wear rate, based on the installation radius of the cutterhead, was established. The correlation between some important geological properties (KV and UCS) along with some tunneling parameters (Fn and p) and wear rate was discussed using regression analysis methods, and several prediction models for uniform wear rate were developed. Compared with a single variable, the multivariable model shows better prediction ability, and 89% of WR can be accurately estimated. The prediction model has reliability and provides a practical tool for wear prediction of disc cutter under similar hard rock projects with similar geological conditions.

평면연삭시 복합검출방법에 의한 숫돌마멸 예측 (Prediction of Wheel Wear when Surface Grinding by Dual Detection Methods)

  • 왕덕현
    • 한국공작기계학회:학술대회논문집
    • /
    • 한국공작기계학회 1998년도 춘계학술대회 논문집
    • /
    • pp.172-177
    • /
    • 1998
  • An experimental study on the prediction of grinding wheel wear by dual detection methods was conducted by the laser displacement and acoustic emission(AE) system. The laser displacement sensor was located above the head of the grinding wheel and the AE sensor was set under the workpiece, where the wheel were condition can be detected. It was found that the dual detection methods by laser displacement system and AE system made it possible to predict the wheel wear. From the experiments, the root mean square(RMS) values both methods was found to be proportional to the grinding wheel wear.

  • PDF

열연화를 고려한 금형마멸모델에 관한 연구(II) -마멸모델의 적용 (A Study on Die Wear Model considering Thermal Softening(II) -Application of Suggested Wear Model)

  • 강종훈;박인우;제진수;강성수
    • 소성∙가공
    • /
    • 제7권3호
    • /
    • pp.282-290
    • /
    • 1998
  • In bulk metal forming processes prediction of tool life is very important for saving production cost and achieving good material properties. Generally the service life of tools in metal forming process is limited to a large extent by wear, fracture and plastic deformation of tools. In case of hot and warm forging processes tool life depends on wear over 70%. In this study finite element analyses are con-ducted to warm and hot forging by adopting suggested wear model. By comparison of simulation and eal profile of die suggested wear model. By comparison of simulation and real profile of die suggested model is verified.

  • PDF

알루미늄 홀 가공 하중 분석을 통한 펀치 마모수준 예측에 관한 연구 (A study on the prediction of punch wear level through analysis of piercing load of aluminum)

  • 전용준
    • Design & Manufacturing
    • /
    • 제16권4호
    • /
    • pp.46-51
    • /
    • 2022
  • The piercing process of creating holes in sheet metals for mechanical fastening generates high shear force. Real-time monitoring technology could predict tool damage and product defects due to this severe condition, but there are few applications for piercing high-strength aluminum. In this study, we analyzed the load signal to predict the punch's wear level during the process with a piezoelectric sensor installed piercing tool. Experiments were conducted on Al6061 T6 with a thickness of 3.0 mm using piercing punches whose edge angle was controlled by reflecting the wear level. The piercing load increases proportionally with the level of tool wear. For example, the maximum piercing load of the wear-shaped punch with the tip angle controlled at 6 degrees increased by 14% compared to the normal-shaped punch under the typical clearance of 6.7% of the aluminum piercing tool. In addition, the tool wear level increased compression during the down-stroke, which is caused by lateral force due to the decrease in the diameter of pierced holes. Our study showed the predictability of the wear level of punches through the recognition of changes in characteristic elements of the load signal during the piercing process.