• Title/Summary/Keyword: Joun

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Comparison of Classification Models for Sequential Flight Test Results (단계별 비행훈련 성패 예측 모형의 성능 비교 연구)

  • Sohn, So-Young;Cho, Yong-Kwan;Choi, Sung-Ok;Kim, Young-Joun
    • Journal of the Ergonomics Society of Korea
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    • v.21 no.1
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    • pp.1-14
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    • 2002
  • The main purpose of this paper is to present selection criteria for ROK Airforce pilot training candidates in order to save costs involved in sequential pilot training. We use classification models such Decision Tree, Logistic Regression and Neural Network based on aptitude test results of 288 ROK Air Force applicants in 1994-1996. Different models are compared in terms of classification accuracy, ROC and Lift-value. Neural network is evaluated as the best model for each sequential flight test result while Logistic regression model outperforms the rest of them for discriminating the last flight test result. Therefore we suggest a pilot selection criterion based on this logistic regression. Overall. we find that the factors such as Attention Sharing, Speed Tracking, Machine Comprehension and Instrument Reading Ability having significant effects on the flight results. We expect that the use of our criteria can increase the effectiveness of flight resources.

Fatigue Effect on Lifting Acceleration During Frequent Liftings (규칙적 들어올리기 작업에 있어서의 들기 가속도와 피로도와의 관계연구)

  • Kim, Young-Joun
    • Journal of the Ergonomics Society of Korea
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    • v.21 no.1
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    • pp.27-32
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    • 2002
  • The objective of this study was to investigate the effects of fatigue, caused by frequent manual lifting. on lifting velocity and lifting acceleration. Ten male volunteers performed lifting at a rate of 4 times per minute, continuously, for two hours using the free-style posture A box($30cm{\times}30cm{\times}20$) with a fixed weight (15.9 Kg) was used as the load for lifting, Heart rate, oxygen consumption, and EMG were also measured to estimate the level of fatigue, The posture as well as acceleration was recorded. The results showed that the lifting acceleration at the end of two hour increased significantly (20%, p<0.001) compared to the acceleration after fifteen minutes of lifting. It was also found that subjects changed their lifting postures as the result of fatigue. All subjects also indicated pain in their upper legs and the lower back at the conclusion of the experiment.

Rigid-Thermoviscoplastic Finite Element Analysis of an Electric Upsetting Process (전기 업셋팅 공정의 강열점소성 유한요소해석)

  • Choi, In-Su;Kim, Min-Cheol;Kim, Hong-Tae;Joun, Man-Soo
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.10 no.6
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    • pp.152-158
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    • 2011
  • An electric upsetting process by the rigid-thermoviscoplastic finite element method was simulated in this study. Several engineering assumptions were made to calculate the heat generation due to the electric resistance. The skin effect of the bar was taken into account for the heat generation. The approach was applied to simulate an artifical electric upsetting process for the exhaust valve of the ship engine.

Discovering Semantic Relationships between Words by using Wikipedia (위키피디아에 기반한 단어 사이의 의미적 연결 관계 탐색)

  • Kim, Ju-Hwang;Hong, Min-sung;Lee, O-Joun;Jung, Jason J.
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2015.07a
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    • pp.17-18
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    • 2015
  • 본 논문에서는 위키피디아를 이용하여 단어 사이의 유사도와 내포된 연결 단어들에 대한 탐색 기법을 제안 한다. 위키피디아에서 제공하는 API를 이용하여 두 단어 사이를 탐색함으로써, 기존 단어 사이의 유사도를 계산하는 방식보다 더 간단하고 폭 넓은 의미 집단을 포괄할 수 있다. 이는 그래프적 특성에 기반하며 그래프를 구성하는 방식으로써 동적 방식과 정적 방식으로 구성된다.

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A Study on the Quality Properties of Low Heat Concrete according to Kinds of Cement (시멘트 종류에 따른 저발열 콘크리트의 품질특성에 관한 연구)

  • Kim, Sung;Choi, Sung-Woo;Jo, Hyun-Tae;Jun, Joun-Young;Ryu, Deuk-Hyun
    • Proceedings of the Korea Concrete Institute Conference
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    • 2006.11a
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    • pp.777-780
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    • 2006
  • Recently, owing to the development of industry and the improvement of building techniques, the concrete structure is becoming larger and higher. In hardening these large concrete, the heat of hydration gives rise to considerable thermal stress depending on the size and environmental condition of concrete, which might cause thermal cracking. Especially, the crack may cause severe damage to the safety and the durability of concrete structure. This study is investigated the thermal properties of concrete according to several binder conditions, such as OPC, Belite Rich Cement(BRC), Low-Heat-Mixed Cement(LHC), Fly ash added cement. As a result of this study, the Flowability of concrete was beetter with BRC and LHC than FA(25) and OPC. On the other hand, LHC gets superior effect in the control of heat hydration, it's caused by the volume of OPC.

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Spectrum analysis of UHF Signals Generated by Defects in a Simulated GIS (모의 GIS 결함에 따른 UHF 신호의 스펙트럼 분석)

  • Joun, J.K.;Kwak, H.R.;Roh, Y.S.;Kim, D.S.;Kim, K.H.
    • Proceedings of the KIEE Conference
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    • 2003.07c
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    • pp.1797-1799
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    • 2003
  • In this paper, we measured partial discharge inception voltage(PDIV) and frequency spectra of UHF signal under following three cases, (1) a corona discharge due to a non uniform electric field for needle-plate electrode (2) a surface discharge caused by particles attached to a spacer in GIS, (3) free movements of particle in GIS. As a result of the experiment, it was revealed that the PDIV of Case (3) is higher than PDIVs of Case (1) and Case (2). It was also seem that UHF signal frequency spectra of one case are different from those of the other cases.

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Treatment of Herpes Zoster and Postherpetic Neuralgia (대상포진 및 대상포진후신경통 환자의 치료)

  • Sim, Woo Seok;Choi, Jin Hwan;Han, Kyung Ream;Kim, Yong Chul
    • The Korean Journal of Pain
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    • v.21 no.2
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    • pp.93-105
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    • 2008
  • Numerous treatment modalities for acute or subacute herpes zoster and postherpetic neuralgia have been introduced. Therefore, we updated the treatment modalities by conducting a wide review of the medical literature and we created a new treatment algorithm for herpes zoster and postherpetic neuralgia.

AUTOMATED ADAPTIVE TETRAHEDRAL ELEMENT GENERATION FOR THREE-DIMENSIONAL METAL FORMING SIMULATION (삼차원 소성가공 공정 시뮬레이션을 위한 지능형 사면체 요소망 자동생성)

  • Lee M. C.;Joun M. S.
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 2005.05a
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    • pp.203-208
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    • 2005
  • In this paper, an automated adaptive mesh generation scheme, based on an advancing-front-Delaunay method, is developed for finite element simulation of three dimensional bulk metal forming processes. During the simulation, the finite element mesh system is adaptively remeshed whenever the mesh is unacceptable. Several schemes are developed such as curvature compensation scheme to minimize volume loss, optimal smoothing scheme to improve element quality, etc. The presented approach is evaluated and applied to automatic forging simulation in order to demonstrate the effect of the developed schemes.

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THREE-DIMENSIONAL METAL FORMING SIMULATION WITH AUTOMATED ADAPTIVE TETRAHEDRAL ELEMENT GENERATION (지능형 사면체 요소망 자동생성기법을 이용한 삼차원 소성가공 공정 시뮬레이션)

  • Lee M. C.;Joun M. S.
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 2005.05a
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    • pp.209-214
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    • 2005
  • In this paper, finite element simulation of three-dimensional bulk metal forming processes is performed by an automated adaptive tetrahedral mesh generation scheme. A dynamic data exchange scheme is employed between tetrahedral mesh generator and forging simulator to minimize user intervention. Both number of elements and density distributions are controlled by the octree technique. The presented approach is applied to automatic forging simulation in order to evaluate the efficiency of the developed schemes and the simulation results are compared with $DEFORM^{TM}$.

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Experimental Study on Effect of Furnace Temperature on TiN-Coating by Arc Ion Plating (AIP 코팅법에서 로의 온도가 TiN 코팅에 미치는 영향에 관한 실험적 연구)

  • Kim H. J.;Lee S. W.;Joun M. S.
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 2005.05a
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    • pp.401-406
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    • 2005
  • In this paper, both effect of TiN-coating and effect of temperature in TiN-coating by arc ion plating on surface characteristics of TiN coated SKH51 steel are investigated by experiments. Hardness, surface roughness, TiN coating thickness and adsorption force are measured in order to evaluate the effects. For evaluation of the experimental data, the two-way ANOVA method is used. It is concluded that the furnace temperature in the rang of $400^{\circ}C\~500^{\circ}C$ in AIP processing has very little influence on the TiN coating of the SKH51 steels.

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