• Title/Summary/Keyword: x-MR분석

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Prediction of Slope Failure Using Control Chart Method (통계관리도 기법을 적용한 사면붕괴 예측)

  • Park, Sung-Yong;Chang, Dong-Su;Jung, Jae-Hoon;Kim, Young-Ju;Kim, Yong-Seong
    • Journal of the Korean Geosynthetics Society
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    • v.17 no.2
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    • pp.9-18
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    • 2018
  • In this study, a field model experiment was performed to analyze the bahavior of slope during failure. It was analyzed through x-MR control chart method with inverse displacement and K-value. As a result, the portent was confirmed at 4 minutes before slope failure in Case 1. The change of the control limit line according to moving range was analyzed and it was effective to apply K = 3. Use of the inverse displacement and x-MR control chart method will be useful for the prediction of abnormal behavior through quick and objective judgment. Prediction of slope failure using control chart method can be used as basic data of slope measurement management standard, and it can contribute in reduction of life and property damage caused by slope disaster.

Application of x-MR control chart on monitoring displacement for prediction of abnormal ground behaviour in tunnelling (터널 시공 중 이상 거동 예측을 위한 계측 변위의 x-MR 관리도 활용)

  • Yun, Hyun-Seok;Song, Gyu-Jin;Shin, Young-Wan;Kim, Chang-Yong;Choo, Seok-Yeon;Seo, Yong-Seok
    • Journal of Korean Tunnelling and Underground Space Association
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    • v.16 no.5
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    • pp.445-458
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    • 2014
  • The displacement data monitored during tunnel construction play a crucial role in predicting the behaviour of ground around and ahead of excavation face. However, the management criteria for monitoring data are not well established especially for the reliable analysis on varying aspect of displacement data along with chainage. In this study, we evaluated the applicability of x-MR control chart method, which is kind of applied statistical management method, for the analysis of displacement monitoring data in terms of prediction of possible collapse or induced cracks. As a result, a possible abnormal behaviour could be predicted beforehand at 5 ~ 13 m ahead or on at least one day before it occurred by using x-MR control chart method. In addition, it is noted that the moving range for the x-MR control chart should be set to 5~10 for this purpose.

Application of Statistical Analysis to Analyze the Spatial Distribution of Earthquake-induced Strain Data (지진유발 변형률 데이터의 분포 특성 분석을 위한 응용통계기법의 적용)

  • Kim, Bo-Ram;Chae, Byung-Gon;Kim, Yongje;Seo, Yong-Seok
    • The Journal of Engineering Geology
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    • v.23 no.4
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    • pp.353-361
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    • 2013
  • To analyze the distribution of earthquake-induced strain data in rock masses, statistical analysis was performed on four-directional strain data obtained from a ground movement monitoring system installed in Korea. Strain data related to the 2011 Tohoku-oki earthquake and two aftershocks of >M7.0 in 2011 were used in x-MR control chart analysis, a type of univariate statistical analysis that can detect an abnormal distribution. The analysis revealed different dispersion times for each measurement orientation. In a more comprehensive analysis, the strain data were re-evaluated using multivariate statistical analysis (MSA) considering correlations among the various data from the different measurement orientations. $T_2$ and Q-statistics, based on principal component analysis, were used to analyze the time-series strain data in real-time. The procedures were performed with 99.9%, 99.0%, and 95.0% control limits. It is possible to use the MSA data to successfully detect an abnormal distribution caused by earthquakes because the dispersion time using the 99.9% control limit is concurrent with or earlier than that from the x-MR analysis. In addition, the dispersion using the 99.0% and 95.0% control limits detected an abnormal distribution in advance. This finding indicates the potential use of MSA for recognizing abnormal distributions of strain data.

Annealing Effect on Magneto-transport Properties of Amorphous Ge1-xMnx Semiconductor Thin Films (비정질 Ge1-xMnx 박막의 자기수송특성에 미치는 열처리 효과)

  • Kim, Dong-Hwi;Lee, Byeong-Cheol;Lan Anh, Tran Thi;Ihm, Young-Eon;Kim, Do-Jin;Kim, Hyo-Jin;Yu, Sang-Soo;Baek, Kui-Jong;Kim, Chang-Soo
    • Journal of the Korean Magnetics Society
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    • v.19 no.4
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    • pp.121-125
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    • 2009
  • Amorphous $Ge_1$_$_xMn_x$ semiconductor thin films grown by low temperature vapor deposition were annealed at various temperatures from 400 to $700^{\circ}C$ for 3 minutes in high vaccum chamber. The electrical and magnetotransport properties of as-grown and annealed samples have been studied. X-ray diffraction patterns analysis revealed that the samples still maintain amorphous state after annealling at $500^{\circ}C$ for 3 minutes and they were crystallized when annealing temperature increase to $600^{\circ}C$. Temperature dependence of resistivity measurement implied that as-grown and annealed $Ge_1$_$_xMn_x$ films have semiconductor characteristics, the increase of resistivity with annealling temperature was obseved. The $700^{\circ}C$-annealed sample exhibited negative magnetoresistance (MR) at low temperatures and the MR ratio was ${\sim}$8.5% at 10 K. The asymmetry was present in all MR curves. The anomalous Hall Effect was also observed at 250 K.

Prediction of Fault Zone ahead of Tunnel Face Using Longitudinal Displacement Measured on Tunnel Face (터널 굴진면 수평변위를 이용한 굴진면 전방의 단층대 예측)

  • Song, Gyu-Jin;Yun, Hyun-Seok;Seo, Yong-Seok
    • The Journal of Engineering Geology
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    • v.26 no.2
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    • pp.187-196
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    • 2016
  • We conducted three-dimensional finite element analysis to predict the presence of upcoming fault zones during tunneling. The analysis considered longitudinal displacements measured at tunnel face, and used 28 numerical models with various fault attitudes. The x-MR (moving range) control chart was used to analyze quantitatively the effects of faults distributed ahead of the tunnel face, given the occurrence of a longitudinal displacement. The numerical models with fault were classified as fault gouge, fault breccia, and fault damage zones. The width of fault cores was set to 1 m (fault gouge 0.5 m and fault breccia 0.5 m) and the width of fault damage zones was set to 2 m. The results, suggest that fault centers could be predicted at 2~26 m ahead of the tunnel face and that faults could be predicted earliest in the 45° dip model. In addition, faults could be predicted earliest when the angle between the direction of tunnel advance and the strike of the fault was smallest.

A Study on the Electromagnetic Properties of $La_{1-x}Ca_xMnO_3$(x=0.33) grown by Floating Zone Method (FZ법에 의한 $La_{1-x}Ca_xMnO_3$(x=0.33)의 결정성장과 전자기적 물성에 대한 연구)

  • 정준기;송규정;조남희;김철진
    • Korean Journal of Crystallography
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    • v.13 no.1
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    • pp.41-47
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    • 2002
  • La/sub 1-x/Ca/sub x/MnO₃ manganese oxide were grown using the floating zone image furnace with halogen lamps as heat source. The growth condition was 4∼6 mm/hr growth rate in air atmosphere, 45∼50 rpm and 20∼25 rpm of rotation rate of feedrod and growing crystal, respectively. Characterization analyses of the crystal were carried out using XRD, SEM, and EPMA. Orientation of crystal was determined using EBSD. The electromagnetic properties were measured with Quantum Design PPMS by 4 point probe method and resulted MR value of 462% at 215 K.

The Lossless Compression Algorithm for Medical Images (의료영상에 적합한 무손실 압축 알고리즘)

  • 오명신;한승조
    • The Journal of the Acoustical Society of Korea
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    • v.17 no.8
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    • pp.34-40
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    • 1998
  • 본 논문에서는 일반 X-ray 필름을 사용하는 기존 아날로그 의료 영상 진단 체계의 문제점들을 해결하기 위해 연구 개발된 포괄적인 영상관리 전송 시스템(PACS)에서의 효율 적인 영상 전송과 저장을 위해 병원에서 매일 다량으로 발생하는 의료 영상들 중 CT와 MR영상을 대상으로 하여 새로운 무손실 영상 압축 기법인 CRAC 압축 알고리즘을 설계하 였다. CRAC 압축 알고리즘에서는 CT와 MR 영상의 파일구조를 분석하여 런랭스 코딩에 적합하도록 데이터를 재배열하는 전처리 작업을 설계하였으며, 이를 CT와 MR 영상에 최적 화 시킨 개선된 런랭스 알고리즘으로 1차 압축시켜 그 결과를 산술 부호화 알고리즘과 결합 함으로써 압축효율을 향상시켰다. 이러한 CRAC 압축 알고리즘은 무손실 압축 기법으로, 의 료 영상을 압축한 수 손실 없이 원 영상을 그대로 복원할 수 있기 때문에 PACS에서의 CT, MR 영상의 판독을 위한 단기 저장시에 적합한 압축 알고리즘으로 CT와 MR 영상의 무손 실 압축에 대해 새로운 전처리 방법을 제시하였고, 기존 무손실 압축 방법들과 비교 분석한 결과 압축률이 2.1%∼5.9% 정도 향상되었다.

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Performance Change of Application Devices Caused by Magnetorheological Particle Corrosion (자기유변 입자 부식에 따른 응용장치의 성능 변화)

  • Han, Young-Min;Choi, Seong-Cheol
    • Journal of Digital Convergence
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    • v.14 no.12
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    • pp.193-199
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    • 2016
  • MR(magnetorheological) devices for vehicle applications requires the consistent control performance and the reliable operation. However, the corrosion of iron particles consisting the MR fluid can significantly affect on MR properties. This paper presents an effect of the MR particle corrosion on the performance of MR fluids such as shear stress magnitude which is directly concerned with control performance. As a first step, MR particles are corroded by water-calcium chloride solution. The resulting MR particles are examined by scanning electron microscope (SEM) and their molar ratios are analyzed by the energy dispersive X-ray analysis (EDAX). By dispersing the corroded MR particles into silicone oil, the corroded MR fluid is synthesized for evaluation of MR effect change. A rotational viscometer is adopted to measure shear stress magnitude. Finally, it is demonstrated how much the corrosion affect on performances by comparing the normal MR fluid to the corroded MR fluid, from which performance investigation of the MR devices containing the corroded MR particles will be studied in the second phase of this study.

Developments of real-time monitoring system to measure displacements on face of tunnel in weak rock (위험지반 터널 굴진면의 실시간 변위 감시를 위한 계측시스템 개발)

  • Yun, Hyun-Seok;Song, Gyu-Jin;Kim, Yeong-Bae;Kim, Chang-Yong;Seo, Yong-Seok
    • Journal of Korean Tunnelling and Underground Space Association
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    • v.17 no.4
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    • pp.441-455
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    • 2015
  • In the present study, a face safety monitoring system was developed that will enable judging collapse risks on faces during tunnel construction to secure workers' safety. This system enables detecting abnormal behaviors of faces by analyzing the displacement of faces measured in real time using the x-MR control chart technique. In addition, an algorithm to judge false alarms was developed so that abnormal behaviors of faces and errors occurring in the process of work can be distinguished from each other by comparing the number of measured values exceeding the management criteria and moving range k. The results of the present study are applicable to real-time monitoring of behavior on the face in dangerous ground sections to minimize damage to workers.

Effect of Doubly Plasma Oxidation Time on TMR Devices (이중절연층 산화공정에서 플라즈마 산화시간에 따른 터널자기저항 효과)

  • Lee, Ki-Yung;Song, Oh-Sung
    • Journal of the Korean Magnetics Society
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    • v.12 no.4
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    • pp.127-131
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    • 2002
  • We fabricated MTJ devices that have doubly oxidized tunnel barrier using plasma oxidation method to from oxidized AlO$\sub$x/ tunnel barrier. Doubly oxidation I, which sputtered 10 ${\AA}$-bottom Al layer and oxidized it with oxidation time of 10 s. Subsequent sputtering of 13 ${\AA}$-Al was performed and the metallic layer was oxidized for 50, 80 and 120 s., respectively. Doubly oxidation II, which sputtered 10 ${\AA}$-bottom Al layer and oxidized it varying oxidation time for 30∼120 s. Subsequent sputtering of 13 ${\AA}$-Al was performed and the metallic layer was oxidized for 210 sec. Double oxidation process specimen showed MR ratio of above 27% in all experiment range. Singly oxidation process. 13 ${\AA}$-Al layer and oxidized up to 210 s, showed less MR ratio and more narrow process window than those of doubly oxidation. Cross-sectional TEM images would that doubly oxidized barrowers were thinner and denser than singly oxidized ones. XPS characterization confirmed that doubly oxidation of Fe with bottom insulating layer. As a result, doubly oxidation could have superior MR ratio in process extent during long oxidation time because of preventing oxidation of bottom magnetic layer than singly oxidation.