• 제목/요약/키워드: Forming Technique

검색결과 567건 처리시간 0.024초

Data-mining modeling for the prediction of wear on forming-taps in the threading of steel components

  • Bustillo, Andres;Lopez de Lacalle, Luis N.;Fernandez-Valdivielso, Asier;Santos, Pedro
    • Journal of Computational Design and Engineering
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    • 제3권4호
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    • pp.337-348
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    • 2016
  • An experimental approach is presented for the measurement of wear that is common in the threading of cold-forged steel. In this work, the first objective is to measure wear on various types of roll taps manufactured to tapping holes in microalloyed HR45 steel. Different geometries and levels of wear are tested and measured. Taking their geometry as the critical factor, the types of forming tap with the least wear and the best performance are identified. Abrasive wear was observed on the forming lobes. A higher number of lobes in the chamber zone and around the nominal diameter meant a more uniform load distribution and a more gradual forming process. A second objective is to identify the most accurate data-mining technique for the prediction of form-tap wear. Different data-mining techniques are tested to select the most accurate one: from standard versions such as Multilayer Perceptrons, Support Vector Machines and Regression Trees to the most recent ones such as Rotation Forest ensembles and Iterated Bagging ensembles. The best results were obtained with ensembles of Rotation Forest with unpruned Regression Trees as base regressors that reduced the RMS error of the best-tested baseline technique for the lower length output by 33%, and Additive Regression with unpruned M5P as base regressors that reduced the RMS errors of the linear fit for the upper and total lengths by 25% and 39%, respectively. However, the lower length was statistically more difficult to model in Additive Regression than in Rotation Forest. Rotation Forest with unpruned Regression Trees as base regressors therefore appeared to be the most suitable regressor for the modeling of this industrial problem.

대형 곡면 부재의 계측 및 비교기술 개발 (A Development of Measurement and Comparison Technique for Large Curved Hull Pieces)

  • 이종무;신종계
    • 대한조선학회논문집
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    • 제39권2호
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    • pp.28-33
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    • 2002
  • 조선소에서 사용되는 선각 외판 부재는 선박 한 척을 건조하는데 사용되는 부재의 수가 매우 많고, 각 가공 외판 부재는 상대적으로 크기가 크고 각각 상이한 부재 형상을 가지고 있다는 특징이 있다. 또한 이 중에서, 선체의 외판 곡 부재를 가공할 때는 각 부재의 초기 형상과 가공 목적형상에 대한 정보를 가지고 냉간, 열간 가공을 통하여 설계된 형상으로 가공을 수행하여야 한다. 이때, 최초 가공 시 및 추가 가공 중에 부재의 형상을 확인하여 주어진 정도에 부합할 때까지 가공을 수행 하여야 하며, 이와 같은 특징 때문에 선체 외판 부재의 가공 시에는 수시로 가공중인 부재의 형상 및 가공정도를 확인하여야 하는 과정, 즉 시간을 최소화하면서 효율적으로 가공형상을 확인하는 대형곡면 계측 기술과, 곡면 비교 기술이 필요하게 된다. 본 논문에서는, 이러한 가공환경 하에서 적용 가능성이 있는 효율적인 계측, 비교를 위한 S/W, H/W 통합 시스템 구축을 수행하였다.

외연적 유한요소법을 이용한 자동차 Hub Bearing의 Orbital Forming해석에 관한 연구 (A Study on Orbital Forming Analysis of Automotive Hub Bearing using the Explicit Finite Element Method)

  • 조현직;구정서;배원락;임종순
    • 한국자동차공학회논문집
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    • 제16권1호
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    • pp.29-36
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    • 2008
  • In this paper, the orbital forming analysis of an automotive hub bearing was studied to predict forming performances using the explicit finite element method. To find an efficient solution technique for the orbital forming, axisymmetric finite element models and 3D solid element models were solved and numerically compared. The time scaling and mass scaling techniques were introduced to reduce the excessive computational time caused by small element size in case of the explicit finite element method. It was found from the numerical simulations on the orbital forming that the axisymmetric element models showed the similar results to the 3D solid element models in forming loads whereas the deformations at the inner race of bearing were quite different. Finally the strains at the inner race of bearing and the forming forces to the peen were measured for the same product of the numerical model by test, and were compared with the 3D solid element results. It was founded that the test results were in good agreements with the numerical ones.

다점 프레스를 이용한 곡면 성형의 가공 정보 산출을 위한 IDA방법 (Application of IDA Method for Hull Plate Forming by Multi-Point Press Forming)

  • 윤종성;이장현;유철호;황세윤;이황범
    • 한국해양공학회지
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    • 제22권6호
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    • pp.75-82
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    • 2008
  • Flame bending has been extensively used in the shipbuilding industry for hull plate forming In flame bending it is difficult to obtain the desired shape because the residual deformation dependson the complex temperature distribution and the thermal plastic strain. Mechanical bending such as reconfigurable press forming multi-point press forming or die-less forming has been found to improve the automation of hull plateforming because it can more accurately control the desired shape than line heating. Multi-point forming is a process in which external forces are used to form metal work-pieces. Therefore it can be a flexible and efficient forming technique. This paper presents an optimal approach to determining the press-stroke for multi-point press forming of curved shapes. An integrated configuration of Finite element analysis (FEA) and spring-back compensation algorithm is developed to calculate the strokes of the multi-point press. Not only spring-back is modeled by elastic plastic shell elements but also an iterative algorithm to compensate the spring-back is applied to adjust the amount of pressing stroke. An iterative displacement adjustment (IDA) method is applied by integration of the FEA procedure and the spring-back compensation work. Shape deviation between the desired surface and deform£d plate is minimized by the IDA algorithm.

MIMO-OFDM 시스템에서 이중계층 빔포밍 기법의 성능분석 (Performance Analysis of Dual-layer Beamforming Technique for MIMO-OFDM System)

  • 이신;김영주;박노윤
    • 대한전자공학회논문지TC
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    • 제47권5호
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    • pp.18-24
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    • 2010
  • 본 논문에서는 MIMO-OFDM 시스템에서 이중계층 (dual layer) 빕포밍 (beamforming) 기법을 제안한다. 이중계층 빔포밍 기법은 두 개 이상의 송신 및 수신 안테나를 이용하는 공간 다중화 (spatial multiplexing)에서 두 개의 스트림 (stream)을 이용하여 전송 용량을 증대시키는 기술이며, 빔포밍은 어레이 안테나에서 수신 신호의 방향을 추정하여 수신 및 송신에서 어레이 이득을 얻는 기술이다. 제안되는 기법은 MIMO-OFDM 구조에서 공간 다중화 기술을 적용해 높은 채널용량이득을 얻고, 동시에 어레이 안테나를 이용한 이득을 얻을 수 있으므로 기존에 OFDM 시스템에 공간다중화만 적용하거나, 어레이 안테나만 적용한 것에 비해, 시스템 성능을 획기적으로 높일 수가 있다.

통계적 기법을 활용한 플랜지형 휠베어링의 열간단조 공정 최적화 (Optimization of Hot Forging Process of Flange Type Wheel Bearings by Statistical Technique)

  • 이재성;문호근;송복한;허보영
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 2006년도 춘계학술대회 논문집
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    • pp.434-437
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    • 2006
  • Due to the shape of spindle with small diameter and heavy section, rapid cooling is difficult. It is difficult to fabricate the tapered wheel bearings with fine microstructure. Thus, their mechanical characteristics, such as yield strength and fatigue resistance, decrease. Producing the tapered wheel bearings with good workability during orbital forming after hot forging, hot forging process with several process parameters was optimized by means of statistical technique of Six-Sigma scheme. As a result, the lower heating temperature is, the lower the hardness and yield strength of forgings are. Also, the faster conveyer velocity is, the lower the hardness and yield strength of forgings are. To avoid therefore occurrence of the surface rupture during orbital forming, the heating temperature should be controlled as low as possible and the conveyer velocity should be controlled as fast as possible.

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온간금형에 의한 클래드판재(STS304-A1050-STS304)의 드로잉성 연구 (A Study on the Drawability of Clad Sheet Metal (STS304-A1050-STS304) by Warm Draw Die)

  • 류호연;김종호;류제구
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 2002년도 금형가공 심포지엄
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    • pp.136-143
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    • 2002
  • Warm draw die technique which is one of the new forming technologies to improve formability of sheet metal is applied to the cylindrical and square cup drawing of stainless-aluminum clad sheets. In experiments the temperature of die and blank holder is varied from room temperature to $180^{\circ}C$, while the punch is cooled by circulation of coolant to increase the fracture strength of workpiece on the punch comer area. Test materials chosen for experiments are STS304-A1050-STS304 clad sheets. Teflon film as a lubricant is used on both sides of a workpiece. The limit drawing ratio and relative drawing depth as well as quality of drawn cups(distribution of thickness)are investigated and validity of warm drawing process is also discussed. No separation between each laminated material after drawing occurred through inspection by microscope as well as application of penetrant remover and bond strength test. Therefore, warm forming technique was confirmed to give better results in deep drawing of stainless clad sheet metal.

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타날문단경호(打捺文短頸壺)의 연구(硏究) (The Paddling and Round Pots)

  • 이성주
    • 헤리티지:역사와 과학
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    • 제33권
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    • pp.4-35
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    • 2000
  • The paddling technique is a Kind of secondary treatments in the process of ceramic forming, which appeared in the Chinese Neolithic Age pottery making. In the case of Korean prehistoric pottery making, it was first introduced together with the kiln firing method from Tongpei region(東北地方) of China in Yan(燕) dynasty occupation period. Korean archaeologists have recognized the adoption of the new technologies as a drastic innovation of ceramic production. And most of them have thought that the diffusion of new techniques, accompanied by the migration of the northern ethnic groups, had been immediately followed by the innovative changes in pottery procdution. However, rejecting the arguments from the simple diffusionist viewpoint, I have first tried to describe the innovation processes in the ceramic production systems as a spatio-temporal process. The paddling technique by the cord-wound paddle, which was first introduced among the various paddles, was associated with the new sort of pottery, round pots fired in low temperature of reducing atmosphere condition. The cord-marked round pots first tried by the indigenous potters in the southern part of Korean were characterized by the relatively low leveled techniques in forming and firing, compared to those of north-east China. The techniques of the round pots were hardly improved in the domestic production system until the appearance of the fully-specialized one. The specialized production system of the round pot, which appeared first in the mid-western region of Korea, showed the diversified paddling techniques and made the noticeable improvements in forming and firing processes.

인크리멘탈 성형을 이용한 마그네슘 합금 판재의 성형변수에 관한 연구 (A parametric Study in Incremental Forming of Magnesium Alloy Sheet)

  • 박진기;유봉선;김영석
    • 소성∙가공
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    • 제17권6호
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    • pp.412-419
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    • 2008
  • Using lightweight materials in vehicle manufacturing in order to reduce energy consumption is one of the most effective approach to decrease pollutant emissions. As a lightweight material, magnesium is increasingly employed in automotive parts. However, because of its hexagonal closed-packed(HCP) crystal structure, in which only the basal plane can move, the magnesium alloy sheets show low ductility and formability at room temperature. Thus the press forming of magnesium alloy sheets has been performed at elevated temperature within range of $200^{\circ}C{\sim}250^{\circ}C$. Here we try the possibility of sheet metal forming at room temperature by adopting incremental forming technique with rotating tool, which is so called as rotational-incremental sheet forming(RISF). In this rotational-incremental sheet forming the spindle tool rotates on the surface of the sheet metal and moves incrementally with small pitch to fit the sheet metal on the desired shape. There are various variables defining the formability of sheet metals in the incremental forming such as speed of spindle, pitch size, lubricants, etc. In this study, we clarified the effects of spindle speed and pitch size upon formability of magnesium alloy sheets at room temperature. In case of 0.2, 0.3 and 0.4mm of pitch size with hemispherical rotating tool of 6.0mm radius, the maximum temperature at contact area between rotating tool and sheet metal were $119.2^{\circ}C,\;130.8^{\circ}C,\;and\;177.3^{\circ}C$. Also in case of 300, 500, and 700rpm of spindle speed, the maximum temperature at the contact area were $109.7^{\circ}C,\;130.8^{\circ}C\;and\;189.8^{\circ}C$.

자동차용 범퍼레일의 하이드로포밍 기술 연구 (A Study on the Hydroforming Technology of an Automotive Bumper Rail)

  • 손성만;이문용;이상용
    • 소성∙가공
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    • 제9권6호
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    • pp.561-566
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    • 2000
  • Recently, the hydroforming technology has been recognized as a general technique in manufacturing industry, especially in automotive industry. Hydroforming is applied to increase strength, and to decrease weight, cost and parts. Hydroforming is based on the inflation of, for Instance, a tube, coupled with axial or radial compression and by subsequent expansion and sizing against the die wall. Expansion, axial feeding, calibration are important parameters in this process. In this paper, the effects of various parameters such as internal pressure, axial feeding and friction on hydroforming of automotive bumper rail have been considered.

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