• 스마트미디어저널
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• 제9권2호
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• pp.22-32
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• 2020

The hippocampal volume atrophy is known to be linked with neuro-degenerative disorders and it is also one of the most important early biomarkers for Alzheimer's disease detection. The measurements of hippocampal pure volumes from Magnetic Resonance Imaging (MRI) is a crucial task and state-of-the-art methods require a large amount of time. In addition, the structural brain development is investigated using MRI data, where brain morphometry (e.g. cortical thickness, volume, surface area etc.) study is one of the significant parts of the analysis. In this study, we have proposed a patch-based ensemble model of 3-D convolutional neural network (CNN) to measure the hippocampal pure volume from MRI data. The 3-D patches were extracted from the volumetric MRI scans to train the proposed 3-D CNN models. The trained models are used to construct the ensemble 3-D CNN model and the aggregated model predicts the pure volume in one-step in the test phase. Our approach takes only 5 seconds to estimate the volumes from an MRI scan. The average errors for the proposed ensemble 3-D CNN model are 11.7±8.8 (error%±STD) and 12.5±12.8 (error%±STD) for the left and right hippocampi of 65 test MRI scans, respectively. The quantitative study on the predicted volumes over the ground truth volumes shows that the proposed approach can be used as a proxy.

• 한국정보처리학회논문지
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• 제4권11호
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• pp.2914-2922
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• 1997

산업분야의 공장자동화와 자동 측정장비의 다중 프로세서 환경의 시스템 성능을 향상시키는 표준버스가 필요하다. VME 버스는 이러한 명세에 적합하지만, 소규모 패키지와 보드의 낮은 집적성 사양을 가지고 있다. 더욱이 보드와 반도체 집적성은 개발시간, 연구비용, 현장진단에 영향을 주는 중요한 문제로 대두되어 있다. 이러한 추세에 맞추어, 본 논문에서는 VME 버스와 제어기 모듈 사이의 주기능인 중재, 인터럽트, 인터페이스를 Revision C.1(IEEE std. P1014-1987)의 통합환경으로 구성하고, 설계된 VME 시스템 제어기를 Slot 1에 장착할 수 있도록 FPGA 상에 구현한다. 제어 및 기능 모듈의 동작은 VHDL의 mid-fixed 방식으로 코딩을 하고 검증하였다. 실험을 통하여 VME 시스템 제어기의 가장 중요한 동작인 버스 타이머의 버스 에러 신호가 $56{\mu}m$ 이내에 발생된 것과, 제어모듈과 기능모듈의 정확한 상호 동작도 확인하였다. 그러므로 구축된 VHDL 라이브러리는 VME 버스 기반시스템과 ASIC 설 계 에 응용할 수가 있다．

• 열처리공학회지
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• 제6권3호
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• pp.166-177
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• 1993

Bending fatigue strength tests were made for VC coated die steels which were coated by immersing in a molten borax bath and for hardened die steels which were quenched and tempered, in order to clarify the effect of VC coating at $1000^{\circ}C$ and $1025^{\circ}C$. The material used in this investigation was a representative cold and hot die steels STD11, STD61. The results obtained are as follows. 1) The endurance limit of VC coated die steels was a little lower than that of hardened die steels. It is considered to be mainly due to the decfl.lase of hardness in the substrates. Accordingly, the endurance limit reo covered almost to the level of hardened die steels by an additional diffusion treatment. 2) The initiation point of fatigue fracture of VC coated die steels in reversed bening was on the substrate just under the VC layer. Hence, the endurance limit is corrected to the hardness of this part. 3) But, there is a considerable scatter in this relationship and the endurance limit of VC coated die steels was a little lower than that of hardened die steels with equal hardness. These results suggest that the fatigue strength of VC coated die steels is determined not only by the hardness but also by other factors. For example. the residual stress in the substrate just under VC coating layer is one of the factors besides hardness which is mainly related to the retained austenite(${\gamma}_R$).

• 항공우주시스템공학회지
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• 제16권1호
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• pp.1-11
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• 2022

항공용 이더넷 기술 AFDX (Avionics Full-DupleX Ethernet)는 ARINC429와 MIL-STD-1553B를 대체할 최신 항공기들에 널리 적용되고 있는 차세대 항공전자 네트워크 인터페이스 기술이다. 하지만 AFDX로 구성된 항전 네트워크를 인증하기 위한 솔루션은 매우 부족한 상황이다. 본 논문은 한국전자기술연구원에서 개발한 AFDX 프로토콜 분석기와 한국항공대학교에서 개발한 AFDX Tap을 이용해 AFDX 네트워크 인터페이스를 탑재한 항전 장비가 정상적으로 기능하는지 검증할 수 있는 인증 실용화 기술을 소개한다. AFDX 항전 장비의 기능을 인증할 수 있도록 정밀 패킷 수집, AFDX 규격 적합성 검증, 자동 테스트 수행 기능 등을 제공하여 AFDX 항전장치의 인증 시간과 비용을 단축시킬 수 있다.

• 소성∙가공
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• 제31권1호
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• pp.11-16
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• 2022

In this paper, wear characteristics of PVD coatings were compared on the die surface for cold stamping of MART1470 steel sheet with the finite element analysis and the pin-on-disc wear test. Three types of PVD coatings (CrN, TiAlCrN, and MoS2TiCr(W)N) were considered for the tool surface made of STD11 material. The stamping process of an auto-body part was analyzed with the finite element method. Ranges of process variables for the wear test such as contact pressure, relative speed, and sliding distance were predicted from analysis results. In order to quantitatively analyze wear characteristics of each coating, the amount of wear was measured and compared according to process variables with the pin-on-disc wear test. The influence of each process variable was investigated and the wear characteristics of the three coating layers were quantitatively compared. It was confirmed that the wear characteristics of MoS₂TiCr(W)N coating were better than those of CrN and TiAlCrN. It was noted that the proposed prediction approach could predict and respond to the wear phenomenon occurring in the stamping process.

• 한국기계가공학회지
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• 제1권1호
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• pp.29-37
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• 2002

The wavelet transform is a popular tool for studying intermittent and localized phenomena in signals. In this study the wavelet transform of cutting force signals was conducted for the diagnosis of grinding conditions in grinding process. We used the Daubechies wavelet analyzing function to detect a sudden change in cutting signal level. STD11 workpiece was 85 times of machined pieces cut by the WA wheel and a tool dynamometer obtained cutting force signals. From the results of the wavelet transform, the obtained signals were divided into approximation terms and detailed terms. At dressing time, the approximation signals were slowly increased and 45 machined times noticed dressing time.

• 한국공작기계학회:학술대회논문집
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• 한국공작기계학회 2004년도 춘계학술대회 논문집
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• pp.424-429
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• 2004

The high speed machining center(HMC) has been widely applied to manufacture a die and trial product in many machine industry. Because the evaluation for HMC is not sufficiently performed and the efficient cutting conditions can't be selected, a peat loss has been caused in the cost aspect. In this study, the need of preliminary running time and unstable spindle speed is presented by the analysis of acceleration in idling. The Machinability for the TiA1N coated flat end mill and STD11 (H$\sub$R/C60) is evaluated from the trends of tool wear and cutting force according to cutting conditions . The resonance spindle speed is identified through the tool wear and natural frequency test.

• Design & Manufacturing
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• 제6권1호
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• pp.58-62
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• 2012

Unlike conventional single special cut methods, W-EDM is a combination of multiple-effects. This study focuses on the effects of second cut on the roughness of surfaces treated with W-EDM. W-EDM is, to a large extent, typical unmanned-machining equipment, which represents NC machining equipment that allows long-time full automation. W-EMD is getting popular as a precise machining technology and STD11 is frequently used in press die manufacture. In this study, the former is applied to the latter to look at the effects of second cut on the roughness of surfaces treated with W-EDM.

• 한국정밀공학회지
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• 제19권2호
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• pp.58-64
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• 2002

In these days, according to increasing the technical development, the dimension of a product goes up for ultra-precision. For the net shape manufacturing, grinding is a important process that influences directly the accuracy and the integrity of produced products. In this study, an experimental evaluation was carried out. Workpiece materials were used STD11, SUS304, and STB2 in accordance with varing condition of feedrate and depth of cut. From measuring the grinding force and the surface roughness, material characteristics of grinding by using CBN wheel were examined.

• 한국정밀공학회지
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• 제14권12호
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• pp.121-126
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• 1997

The use of CBN tool material has been greatly increased because of the superior metal cutting performance for the machining of hardened steel. This paper presents some experimental results on the ball endmiling of harened steels. Three different hardnesses of STD11 workpieces were machined using CBN ball endimills, and the machining characteristics including cutting forces tool wear, and surface roughness of machined surface were compared. It has been found that the CBN ball endmill works better in the machining of harder workpieces. The microscopic examination explains that this unusual phenomenon is caused by the difference of microstructure of each workpieces.