• 소성∙가공
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• 제30권6호
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• pp.291-300
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• 2021

Currently, starting with electric vehicles, the application of ultra-high-strength steel sheets and light metals has expanded to improve mileage by reducing vehicle weight. At a time when internal combustion engine vehicles are rapidly changing to electric vehicles, the application of ultra-high-strength steel is expanding to satisfy both weight reductions and the performance safety of the chassis parts. There is an urgent need to improve the quality of parts without defects. It is particularly difficult to estimate the part formability through the finite element method (FEM) in the burring operation, so product design has been based on the hole expansion ratio (HER) and experience. In this study, design of experiment (DOE), analysis of variance (ANOVA), and regression analysis were combined to optimize the formability by adjusting the process variables affecting the burring formability of ultra-high-strength steel parts. The optimal variables were derived by analyzing the influence of variables and the correlation between the variables through FE analysis. Finally, the optimized process parameters were verified by comparing experiment with simulation. As for the main influence of each process variable, the initial hole diameter of the piercing process and the shape height of the preforming process had the greatest effects on burring formability, while the effect of a lower round of punching in the burring process was the least. Moreover, as the diameter of the initial hole increased, the thickness reduction rate in the burring part decreased, and the final burring height increased as the shape height during preforming increased.

• 한국소성가공학회:학술대회논문집
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• 한국소성가공학회 2009년도 춘계학술대회 논문집
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• pp.266-269
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• 2009

Iron-based soft magnetic materials are widely used as cores, such as transformer transformers, motors, and generators. Reducing losses generated from soft magnetic materials of these applications results in improving energy conversion efficiency. Recently, the new P/M soft magnetic material realized an energy loss of 68 W/kg with a drive magnetic flux of 1 T, at a frequency of 1 kHz, rivaling general-purpose electromagnetic steel sheet in the low frequency range of 200 Hz to 1 kHz. In this research, the effect of rolling parameters on soft magnetic properties of Fe-based powder cores was investigated. The Fe-based soft magnetic plates were produced by the hot powder rolling process after both pure Fe and Fe-4%Si powders were canned, evacuated, and sealed in Cu can. The soft magnetic properties such as energy loss and coercive power were measured by B-H curve analyzer. The soft magnetic properties of rolled sheets were measured under conditions of a magnetic flux density of 1 T at a frequency of 200 kHz. It was found that rolling reduction ratio is the most effective parameter on reducing both energy loss and coercivity because of increasing aspect ratio with reduction ratio. By increasing aspect ratio from 1 to 9 through hot rolling of pure Fe powder, a significant loss reduction of one-third that of SPS sample was achieved.

• 한국레이저가공학회지
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• 제9권2호
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• pp.1-9
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• 2006

In this paper, we investigated the characteristics of fatigue fracture on TB(Tailored Blank) weldment by comparing the fatigue crack propagation characteristics of base metal with those of TB welded sheet used for vehicle body panels. We also investigated the influence of center crack on the fatigue characteristic of laser weld sheet of same thickness. We conducted an experiment on fatigue crack propagation on the base metal specimen of 1.2mm thickness of cold-rolled metal sheet(SPCSD) and 2.0mm thickness of hot-rolled metal sheet(SAPH440) and 1.2+2.0mm TB specimen. We also made an experiment on fatigue crack propagation on 2.0+2.0mm and 1.2+1.2mm thickness TB specimen which had center crack. The characteristics of fatigue crack growth on the base metal were different from those on 1.2+2.0mm thickness TB specimen. The fatigue crack growth rate of the TB welded specimens is slower in low stress intensity factor range $({\Delta}K)$ region and faster in high${\Delta}K$ region than that of the base metal specimens. The slant crack angle slightly influenced the crack propagation of the TB specimen of 2.0+2.0mm thinkness.

• 한국표면공학회:학술대회논문집
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• 한국표면공학회 2014년도 추계학술대회 논문집
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• pp.212-212
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• 2014

0.04% Gd-duplex stainless steels (Gd-DSTSs) for neutron absorbing materials were inert arc-melted and poured into a Y-shape block with the size of $100{\times}100{\times}20[mm]$. The Gd-DSTS was hot rolled at $1200^{\circ}C$ followed by cold rolling to have 33% reduction. The average grain sizes of the rolling (RD), transverse (TD) and short transverse (ST) directions were 6, 7, $11{\mu}m$, respectively. The micro-hardnesses of the RD, TD and ST directions were 258.5, 292.3, 314.7 $H_V$, respectively. Corrosion potential and corrosion rate of the cold rolled Gd-duplex stainless steel in aerated artificial sea water and 0.1M $H_2SO_4$ solution were $0.2216V_{SHE}$, $0.0106A/cm^2$, $-0.0825V_{SHE}$, $0.0168A/cm^2$ for RD, $0.2210V_{SHE}$, $0.0077A/cm^2$, $0.0817V_{SHE}$, $0.0092A/cm^2$ for TD, $0.1056V_{SHE}$, $0.0059A/cm^2$, $0.0475V_{SHE}$, $0.0069A/cm^2$ for ST, respectively. The corrosion behavior depended on the texture, which were due to mainly grain boundary and minorly crystallographic texture. Friction coefficient and wear resistance were 2.07 and 0.48 mm, respectively.

• 한국정밀공학회지
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• 제18권11호
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• pp.148-154
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• 2001

Drilling is one of the most important operations in machining industry and usually the most efficient and economical method of cutting a hole in metal. From automobile parts to aircraft components, almost every manufactured product requires that holes are to be drilled for the purpose of assembly, creation of fluid passages, and so on. It is therefore desirable to monitor drill wear and hole quality changes during the hole drilling process. One important aspect in controlling the drilling process is monitoring drill wear status. A drill-wear monitoring system provides information about drill status. With the information, optimum planning for tool change is possible. And drill-wear monitoring system in needed to evaluated drilled hole quality and the wear of drill. Accordingly, this paper deals with an on-line drill wear monitoring system of the detection of tool wear with the computer vision and the area of the drill flank wear is analyzed quantitatively by the system.

• Nuclear Engineering and Technology
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• 제3권3호
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• pp.129-140
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• 1971

3.25% 규소를 함유하는 규소강을 융해·합금하고 압연·열처리하여 연질 자심재료로서 응용범위가 넓은 방향성 규소강판을 제조·실험했다. 이 연구에서는 잉고트 중의 망간 및 유황함량, 탄화물 석출과 유관한 열간압연 직후의 열처리조건, 2차 냉간 압연율 등이 2차 재결정 및 집합조직에 미치는 영향을 다루었다. 그 중에서도 특히 2차 냉간 압연율이 2차 재결정과 관련한 각종 활성화 에너지와 집합조직에 미치는 영향을 중점적으로 구명하였다. 2차 냉간 압연율이 10%인 시편은 응력 병형의 도입으로 인한 결정입계 이동으로 결정립성장 만이 관찰되었으며 핵생성을 동반한 2차 재결정은 일어나지 않았다. 2차 냉간 압연율이 30%인 시편에서는 2차 재결정을 위한 핵생성만 있었으며 2차 재결정이 완전히는 일어나지 않았다. 이 실험 조건하에서 50%의 2차 냉간압연율이 2차 재결정을 일으키기에 최적 냉간 압연율이며 가장 높은 직접도를 얻을 수 있는 압연율이었다.

• 제어로봇시스템학회:학술대회논문집
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• 제어로봇시스템학회 2005년도 ICCAS
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• pp.1539-1544
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• 2005

The gauge control of the fishing mill is very important because more and more accurately sized hot rolled coils are demanded by customers recently. Because the mill constant and the plasticity coefficient vary with the specifications of the mill, the classification of steel, the strip width, the strip thickness and the slab temperature, the variation of these parameters should be considered in the automatic gauge control system(AGC). Generally, the AGC gain is used to minimize the effect of the uncertain parameters. In a practical field, operators set the AGC gain as a constant value calculated by FSU (Finishing-mill Set-Up model) and it is not changed during the operating time. In this paper, the thickness data signals that occupy different frequency bands are respectively extracted by adaptive filters and then the main cause of the thickness variation is analyzed. Additionally, the AGC gain is adaptively tuned to reduce this variation using the online tuning model. Especially ANFIS(Adaptive-Neuro-based Fuzzy Interface System) which unifies both fuzzy logics and neural networks, is used for this gain adjustment system because fuzzy logics use the professionals' experiences about the uncertainty and the nonlinearity of the system. Simulation is performed by using POSCO's data and the results show that proposed on-line gain adjustment algorithm has a good performance.

• 대한기계학회논문집A
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• 제35권10호
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• pp.1179-1185
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• 2011

용접이음부의 신뢰성 확보는 구조물의 건전성과 내구성에 직접적인 영향을 미치기 때문에 점용접 이음재의 피로설계기준(fatigue design criterion)을 정하기 위해서는 정확한 응력해석과 체계적인 피로강도평가가 필요하다. 따라서 본 연구에서는 실제 전동차량 차체에 많이 적용되는 냉간 및 열간압연강판인 SPCC, SPCE, SPHE을 대상으로 기하학적 인자(geometrical factors)들을 선별해서 TS형과 CT형의 대표적인 점용접 이음재 시험편을 기본모델로 하여 인장전단하중을 가하여 피로강도 및 피로특성을 평가하고자 하였다. 그리고 피로균열의 발생과 성장 기구에 대한 영향을 분석하기위해 용접 시 발생되는 여러 가지 주요인자들 중 입열량에 의해 발생할 수 있는 용접잔류응력을 X-ray 회절법에 의해 실험적으로 해석하였다. 그리고 이러한 해석을 통하여 얻어진 결과를 중첩(superposition)함으로 해서 잔류응력을 고려했을 경우 너깃 단 최대주응력으로 피로강도를 재평가하여 합리적인 피로설계기준(fatigue design criterion)을 재정립하고자 하였다.

• 한국소성가공학회:학술대회논문집
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• 한국소성가공학회 2004년도 추계학술대회논문집
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• pp.211-214
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• 2004

적절한 가공조건을 통하여, 중 탄소강에서 SIDT를 적용하여 페라이트-시멘타이트 미세조직이 압연 직후에 얻어졌다. 또한 이와 같은 조건은 압하온도 $690^{\circ}C$, 높이 감소율 $70\%$ (변형량 1.2) 및 변형율 속도 1/s에서 가공하였을 때 얻어졌으며, 가공 직후 $730^{\circ}C$로 승온하여 약 30분간 유지 후 서냉한 조건에서 매우 연한 미세조직이 얻어짐을 알 수 있었다. 이는 기존 20 시간 이상의 구상화 열처리에 비해 매우 짧은 시간이며, 구상화 열처리를 통한 경험한 미세조직과 유사한 특성을 나타낼 것으로 예상된다.

• 한국빅데이터학회지
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• 제7권2호
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• pp.31-41
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• 2022

철강은 기계 산업의 가장 기본적인 구성 요소 중 하나이다. 그러나 철강의 표면 결함은 제품의 품질에 큰 영향을 미친다. 따라서 연구자들은 표면 결함 감지기의 필요성에 주목하고 딥 러닝을 이용한 방법은 객체 결함 감지를 하는데 많이 사용된다. 연구 개발용으로 학습 모델 개발에 초점을 맞추지만 실제 산업환경에 실질적인 영향을 미치는 실시간 적용은 아직 적용되지 않는 한계와 개선의 여지가 필요하다. 본 연구는 YOLOv4를 기반으로 한 철강 표면 결함 감지의 실시간 적용을 제안한다. 첫째, 본 연구는 실시간 응용 모델을 적용하는 것을 목적으로 하며 실시간 객체 검출기의 가장 유명한 알고리즘 중 하나인 one-stage Detector의 YOLO 알고리즘을 중심으로 연구를 진행하였다. 둘째, 사전 훈련된 YOLOv4-Darknet 플랫폼 모델과 전이학습을 사용하여 철강 표면 오픈 소스 데이터셋 NEU-DET을 이용하여 학습과 테스트를 진행하였다. 본 연구에서는 철강 표면의 패치, 구멍 난 표면, 불순물, 스크래치 4가지 유형의 결함을 이용하였다. 셋째, 87.1% mAP@0.5의 정확도와 60fps 이상의 시스템 구축을 위해 YOLOv4를 이용하여 훈련된 모델의 실시간 성능을 평가하였다.