• 제목/요약/키워드: Cold-forging

검색결과 373건 처리시간 0.02초

기계학습을 활용한 공정 변수별 오스템퍼링 경도 예측 비교 연구 (Comparative Study of Aus-Tempering Hardness Prediction by Process Using Machine Learning)

  • 김경훈;박종구;허우로;양해웅
    • 열처리공학회지
    • /
    • 제36권6호
    • /
    • pp.396-401
    • /
    • 2023
  • Aus-tempering heat treatment is suitable for thin and small-sized in precision parts. However, the heat treatment process relies on the experience and skill of the operator, making it challenging to produce precision parts due to the cold forging process. The aims of this study is to explore suitable machine learning models using data from the aus-tempering heat treatment process and analyze the factors that significantly impact the mechanic properties (e.g. hardness). As a result, the study analyzed, from a machine learning perspective, how hardness prediction varies based on the quenching temperature, carbon (C), and copper (Cu) contents.

사각 컵 배터리 케이스 바닥 벤트 성형을 위한 단조 금형 설계 (Forging Die Design for Vent Forming of Square Cup Battery Case)

  • 이상훈;권순호;정훈;홍석무
    • 한국산학기술학회논문지
    • /
    • 제18권6호
    • /
    • pp.330-335
    • /
    • 2017
  • 최근 자동차 산업에서 전기 모터 연료 전지에 대한 수요가 급증했으며, 연료 전지 케이스로 사용되는 사각형 알루미늄 캔에 대한 수요 또한 증가하고 있다. 직사각형 배터리 케이스의 바닥에 있는 에어 벤트는 비정상적으로 높은 압력이 발생할 때 미리 압력을 방출하여 큰 폭발을 방지하는 역할을 한다. 직사각형 컵 배터리 케이스는 6 단계의 다단계 딥 드로잉으로 외형을 만들고 직사각형 배터리 케이스와 용접하여 벤트 부품을 제작해왔다. 그러나 본 연구에서는 직사각형 케이스의 바닥면에 공기 벤트 형상을 직접 추가 하는 연구를 수행하였다. 단조의 초기 형상으로는 사각 컵 다단식 딥 드로잉 성형 해석에서 추출한 두께와 형상을 이용한 유한 요소 해석 기법을 사용 하였다. 그 결과, 예측 정밀도가 향상되고, 배부름 및 파단 등의 결함을 미리 예측할 수 있었다. 초기 분석 결과를 토대로 두 가지 단조 형상이 후보로 제시되었고 성형 해석을 통해 최적의 단조 형상을 결정 하였다. 이러한 결과를 바탕으로 금형을 제작하고 실제 결과와 분석 결과를 비교하여 본 연구의 타당성을 검증하였다.

폴딩 기법을 이용한 스털링실버 링 제조 공정 (Fabrication of a sterling silver ring with folding process)

  • 김익규;김광배;김은석;송오성
    • 한국산학기술학회논문지
    • /
    • 제20권9호
    • /
    • pp.382-389
    • /
    • 2019
  • 스털링실버 판재를 콜드-다이 포징(cold-die forging)과 어닐링을 반복하는 폴딩공정을 이용하여 반지모양으로 가공하는 신공정을 제안하였다. 도넛모양으로 재단된 판재에 선폭 $0.43{\mu}m$인 격자를 각인하였다. 그 후 경사가 $45^{\circ}$, $60^{\circ}$, $75^{\circ}$인 다이(die)를 이용한 포징과 어닐링을 반복하여 폴딩하였다. 비교를 위해 어닐링을 생략한 시편 또한 준비하였다. 각인된 격자의 길이 변화를 측정하여, 공정과정에 따른 스트레인을 확인하였다. 버니어캘리퍼스, 비커스 경도 측정기(Vickers hardness tester)와 광학현미경, UV-VIS 컬러미터(colormeter)를 이용하여 크기, 경도, 미세구조, 표면색을 확인하였다. 어닐링을 생략하는 경우 크랙이 발생하였으나, 어닐링을 부가하는 경우 성공적으로 변형이 가능했다. 시편의 거시적인 스트레인을 분석한 결과, 최종공정 후 외경의 길이와 두께는 각각 감소하였지만, 내경의 길이와 폭은 각각 증가하였다. 시편의 미시적인 스트레인은 수평 방향에서 최대 +0.128 만큼 증가하였다. 비커스 경도의 경우, 열처리 시에는 감소하지만 폴딩공정 후에는 증가하는 경향을 나타내었다. 미세구조 관찰 결과 어닐링 직후 결정립의 크기가 증가하고 폴딩공정 직후는 감소하였다. Lab지수를 기준으로 색차는 모든 공정에서 10 이하로 확인되었다. 결국 도넛형태의 은 판재를 폴딩공정을 이용하여 성공적인 반지모양의 주얼리 제조가 가능하였다.

유한요소법을 이용한 마그네슘 분말의 냉간정수압 공정시 치밀화 거동 해석 (Densification Behaviour of Magnesium Powders during Cold Isostatic Pressing using the Finite Element Method)

  • 윤승채;곽은정;최원형;김형근;김택수;김형섭
    • 한국분말재료학회지
    • /
    • 제14권6호
    • /
    • pp.362-366
    • /
    • 2007
  • Magnesium and magnesium alloys are promising materials for light weight and high strength applications. In order to obtain homogeneous and high quality products in powder compaction and powder forging processes, it is very important to control density and density distributions in powder compacts. In this study, a model for densification of metallic powder is proposed for pure magnesium. The mode] considers the effect of powder characteristics using a pressure-dependent critical density yield criterion. Also with the new model, it was possible to obtain reasonable physical properties of pure magnesium powder using cold iso-state pressing. The proposed densification model was implemented into the finite element method code. The finite element analysis was applied to simulating die compaction of pure magnesium powders in order to investigate the density and effective strain distributions at room temperature.

발전용 저탄소 ASTM A356 CA6NM 마르텐사이트계 스테인리스 주강의 용접성 (Weldability of Low-Carbon ASTM A356 CA6NM Martensitic Stainless Steel Casting for Power Plants)

  • 방국수;박찬;이주영;이경운
    • 대한금속재료학회지
    • /
    • 제49권1호
    • /
    • pp.73-78
    • /
    • 2011
  • Weldability, especially HAZ cold cracking, weld metal solidification cracking, and HAZ liquation cracking susceptibilities, of ASTM A356 CA6NM martensitic stainless steel casting was investigated and compared with that of 9-12% Cr ferritic steel castings. Irrespective of the Cr and Ni content in the castings, the HAZ maximum hardness increased with an increase of carbon content. CA6NM steel, which has the lowest carbon content, had the lowest HAZ hardness and showed no cold cracking in y-slit cracking tests. CA6NM steel, meanwhile, showed the largest weld metal solidification cracking susceptibility in varestraint tests because of its higher amount of impurity elements, phosphorus, and sulfur. All castings investigated had good high temperature ductility in hot ductility tests and showed little difference in liquation cracking susceptibility.

고성능 냉간금형강의 미세조직과 기계적 특성: 레데부라이트(ledeburitic) 및 매트릭스(matrix)형 강종의 비교 (Microstructures and Mechanical Characteristics of Advanced Cold-Work Tool Steels: Ledeburitic vs. Matrix-type Alloy)

  • 강전연;김호영;손동민;이재진;윤효윤;이태호;박순근
    • 열처리공학회지
    • /
    • 제28권4호
    • /
    • pp.181-189
    • /
    • 2015
  • Two types of advanced cold-work tool steels were characterized and compared. A higher-alloyed ledeburitic steel with primary carbides (denoted as 9Cr) and a lower-alloyed steel without primary carbides (5Cr) were fabricated by vacuum induction melting and subsequent hot forging. They were spheroidizing-annealed at $870^{\circ}C$, quenched at $1030^{\circ}C$ and tempered at 180 or $520^{\circ}C$. Their machinability after annealing and hardness, impact toughness, wear resistance after tempering were compared and interpreted in association with their characteristic microstructures. After annealing, 5Cr showed higher resistance to machining due to higher ductility and toughness in spite of lower strength and smaller carbide volume. Owing to smaller carbide volume fraction and the absence of coarse primary carbides, 5Cr showed even better impact toughness although the hardness was lower. The improved toughness of 5Cr resulted in excellent wear resistance, while smaller volume fraction of retained austenite also contributed to it.

유한요소법을 이용한 나사전조 공정의 해석 (Finite Element Analysis of a Screw Rolling Process)

  • 장수진;이민철;한승상;윤덕재;전만수
    • 한국소성가공학회:학술대회논문집
    • /
    • 한국소성가공학회 2009년도 추계학술대회 논문집
    • /
    • pp.128-131
    • /
    • 2009
  • In this paper, three-dimensional finite element analysis of screw rolling process of a long shaft bolt is conducted by using a rigid-plastic finite element method based metal forming simulator AFDEX 3D. A whole sequence of cold forming processes of a long shaft bolt composed of forging and screw rolling processes is simulated to reveal the mechanism of screw formation. A mesh density control function is applied near the major plastic deformation region to achieve computational efficiency.

  • PDF

전/후방 복합 압출공정에서 마찰조건이 재료 유동에 미치는 영향 (An Influence of the Frictional Condition on Material Flow in Forward/Backward Combined Extrusion Process)

  • 김민태;노정훈;황병복
    • 한국소성가공학회:학술대회논문집
    • /
    • 한국소성가공학회 2009년도 추계학술대회 논문집
    • /
    • pp.433-436
    • /
    • 2009
  • This study is concerned with an effect of frictional condition in a forward/backward combined extrusion process. Generally, the material flow of the billet is influenced by the corners of the die cavity, the ratio in reduction in area, and thickness ratio of backward can thickness to forward can thickness. In addition, the frictional condition in contact area between the billet and the punch/die also affect the material flow. This paper investigated the effect of frictional condition for variable friction factors. The FEM simulation has been carried out in order to examine the effect of frictional condition. Deformation patterns and flow characteristics were examined in terms of design parameters such as extruded length ratio etc. Die pressure exerted on the die-workpiece interface is calculated by the simulation results and analyzed for safe tooling. Therefore the numerical simulation works provide a combined extrusion process of stable cold forging process planning to avoid the severe damage on the tool.

  • PDF

유동제어에 의한 피스톤 핀의 전${\cdot}$후방압출 공정 개발 (Forward-Backward Extrusion Process Development of Piston-Pin by Flow Control)

  • 박종남;박태준;김병민
    • 한국소성가공학회:학술대회논문집
    • /
    • 한국소성가공학회 2001년도 제4회 압출 및 인발가공 심포지엄
    • /
    • pp.1-12
    • /
    • 2001
  • In cold forging of piston-pin for automobile parts, the flow defect appears by the dead metal zone. This appearance evidently happens in products with a thin piercing thickness for the dimension accuracy and the decrease of material loss. The best method that can prevent flow defect is removing dead metal zone. The purpose of this study is to investigate the material flow behavior of forward-backward extruded piston-pin through the relative velocity ratio and the stroke control of upper moving punch & container using the flow control forming technique. The finite element simulations are applied to analyse the flow defect, then the results are compared with the plasticine model material experiments. Finally, the model experiment results are in good agreement with the FE simulation ones.

  • PDF

냉간 단조용 SCr420 강의 퀜칭 시 열전달 예측모델 개발 (Development of Heat Transfer Predicting Model for Cold forging Steel(SCr420) During Quenching Process)

  • 진민호;장지웅;강성수
    • 한국소성가공학회:학술대회논문집
    • /
    • 한국소성가공학회 2003년도 추계학술대회논문집
    • /
    • pp.68-71
    • /
    • 2003
  • Heat treatment is one of the critical manufacturing processes that determine the quality of a product. This paper presents experimental and analytical results for the quench of a ring gear in stagnant oil. The goal of this study is to develop heat transfer predicting model in an overall analysis of the quenching process. Thermal conductivities which are dependant on temperatures and convection coefficients which are obtained by inverse method are used to develop the accurate heat transfer model. The results of heat transfer model have a good agreement with experimental results.

  • PDF