• 제목/요약/키워드: R-package

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한국연안의 비조화상수 개선에 관한 연구 (Method for improving calculation of nonharmonic constants of tidal stations in Korea)

  • 김영택;유학렬;이은일
    • 한국지구과학회:학술대회논문집
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    • 한국지구과학회 2010년도 춘계학술발표회 논문집
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    • pp.59-62
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    • 2010
  • 우리나라 주변 해역별 조석특성을 쉽게 보기 위해 정의된 비조화상수를 고찰하였다. 국립해양조사원의 표준항 가운데 20개 조위관측소의 자료로부터 계산한 조화상수 값을 기반으로 비조화 상수를 계산하였다. 이 가운데 표준항의 관측 및 예보조위자료를 이용하여 임의지점의 조위를 개략적으로 추산하기 위해 사용되는 개정수(조시차 및 조고비)는 천해분조가 강하게 발달하는 해역에서는 적용하는데 한계가 있음을 알 수 있었다. 또한 기존의 조화분해 소프트웨어로부터 구한 표준시 자오선기준 지각(phase lag, 또는 epoch)에서 로컬 지각(local phase lag)을 구하는데 사용하고 있는 p 값을 관습적으로 통용되고 있는 정수(integer)형의 첨가수(suffix)대신 a/15(a=각 분조의 각속도)를 사용하는 방안을 제시하였다.

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시뮬레이션과 AHP/DEA를 이용한 반도체 부품 생산라인 개선안 결정 (Determination of New Layout in a Semiconductor Packaging Substrate Line using Simulation and AHP/DEA)

  • 김동수;박철순;문덕희
    • 산업공학
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    • 제25권2호
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    • pp.264-275
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    • 2012
  • The process of semiconductor(IC Package) manufacturing usually includes lots of complex and sequential processes. Many kinds of equipments are installed with the mixed concept of serial and parallel manufacturing system. The business environments of the semiconductor industry have been changed frequently, because new technologies are developed continuously. It is the main reason of new investment plan and layout consideration. However, it is difficult to change the layout after installation, because the major equipments are expensive and difficult to move. Furthermore, it is usually a multiple-objective problem. Thus, new investment or layout change should be carefully considered when the production environments likewise product mix and production quantity are changed. This paper introduces a simulation case study of a Korean company that produces packaging substrates(especially lead frames) and requires multi-objective decision support. $QUEST^{(R)}$ is used for simulation modelling and AHP(Analytic Hierarchy Process) and DEA(Data Envelopment Analysis) are used for weighting of qualitative performance measures and solving multiple-objective layout problem, respectively.

The Usage of an SNP-SNP Relationship Matrix for Best Linear Unbiased Prediction (BLUP) Analysis Using a Community-Based Cohort Study

  • Lee, Young-Sup;Kim, Hyeon-Jeong;Cho, Seoae;Kim, Heebal
    • Genomics & Informatics
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    • 제12권4호
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    • pp.254-260
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    • 2014
  • Best linear unbiased prediction (BLUP) has been used to estimate the fixed effects and random effects of complex traits. Traditionally, genomic relationship matrix-based (GRM) and random marker-based BLUP analyses are prevalent to estimate the genetic values of complex traits. We used three methods: GRM-based prediction (G-BLUP), random marker-based prediction using an identity matrix (so-called single-nucleotide polymorphism [SNP]-BLUP), and SNP-SNP variance-covariance matrix (so-called SNP-GBLUP). We used 35,675 SNPs and R package "rrBLUP" for the BLUP analysis. The SNP-SNP relationship matrix was calculated using the GRM and Sherman-Morrison-Woodbury lemma. The SNP-GBLUP result was very similar to G-BLUP in the prediction of genetic values. However, there were many discrepancies between SNP-BLUP and the other two BLUPs. SNP-GBLUP has the merit to be able to predict genetic values through SNP effects.

축방향 자기장에 의한 대전류 아크 특성에 관한 연구 (A Study on the Characteristics of High-Current Arc Plasma Influenced by Axial Magnetic Field)

  • 조성훈;이종철;최명준;권중록;김윤제
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2008년도 추계학술대회B
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    • pp.2515-2518
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    • 2008
  • The vacuum interrupter (VI) is widely used in medium-voltage switching circuits due to its abilities and advantages as an environmental friendly circuit breaker. An understanding of the vacuum arc flow phenomena is very important for improving the performance of vacuum interrupter. In order to closely examine the vacuum arc phenomena, it is necessary to predict the magnetohydrodynamic (MHD) characteristics by the multidisciplinary numerical modeling, which is coupled with the electromagnetic and the thermal flow fields, simultaneously. In this study, we have investigated arc plasma constriction phenomena and an effect of AMF on the arc plasma with the high-current vacuum arcs for the cup-type AMF electrode by using a commercial finite element analysis (FEA) package, ANSYS. The simulation results applied with various AMFs and constant Joule heat generation show that strong axial magnetic field (AMF) permits the arc to be maintained in a diffused mode to a high-current vacuum arc. However, further studies are required on the two-way coupling method and radiation model for arc plasma in order to accomplish the advanced analysis method.

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Stochastic simulation models with non-parametric approaches: Case study for the Colorado River basin

  • 이태삼;호세 살라스;제임스 프레리;도널드 프리버트;테리 플립
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2010년도 학술발표회
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    • pp.283-287
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    • 2010
  • Stochastic simulation of hydrologic data has been widely developed for several decades. However, despite the several advances made in literature still a number of limitations and problems remain. In the current study, some stochastic simulation approaches tackling some of the existing problems are discussed. The presented models are based on nonparametric techniques such as block bootstrapping, and K-nearest neighbor resampling (KNNR), and kernel density estimate (KDE). Three different types of the presented stochastic simulation models are (1) Pilot Gamma Kernel estimate with KNNR (a single site case) and (2) Enhanced Nonparametric Disaggregation with Genetic Algorithm (a disaggregation case). We applied these models to one of the most challenging and critical river basins in USA, the Colorado River. These models are embedded into the hydrological software package, Pros and cons of the models compared with existing models are presented through basic statistics and drought and storage-related statistics.

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폴리머를 이용한 CIS(CMOS Image Sensor) 디바이스용 웨이퍼 레벨 접합의 warpage와 신뢰성 (A Reliability and warpage of wafer level bonding for CIS device using polymer)

  • 박재현;구영모;김은경;김구성
    • 마이크로전자및패키징학회지
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    • 제16권1호
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    • pp.27-31
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    • 2009
  • 본 논문에서는 웨이퍼 레벨 기술을 이용한 CIS용 폴리머 접합 기술을 연구하고 접합 후의 warpage 분석과 개별 패키지의 신뢰성 테스트를 수행하였다. 균일한 접합 높이를 유지하기 위하여 glass 웨이퍼 상에 dam을 형성하고 접합용 폴리머 층을 patterning하여 Si과 glass 웨이퍼의 접합 테스트를 수행하였다. Si 웨이퍼의 접합온도, 접합 압력 그리고 접합 층이 낮을수록 warpage 결과가 감소하였으며 접합시간과 승온 시간이 짧을수록 warpage 결과가 증가하는 것을 확인하였다. 접합 된 웨이퍼를 dicing 하여 각 개별 칩 단위로 TC, HTC, Humidity soak의 신뢰성 테스트를 수행하였으며 warpage 결과가 패키지의 신뢰성 결과에 미치는 영향은 미비한 것으로 확인되었다.

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Active GNSS Antenna Implemented with Two-Stage LNA on High Permittivity Substrate

  • Go, Jong-Gyu;Chung, Jae-Young
    • Journal of Electrical Engineering and Technology
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    • 제13권5호
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    • pp.2004-2010
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    • 2018
  • We propose a small active antenna to receive Global Navigation Satellite System (GNSS) signals, i.e., Global Positioning System (GPS) L1 (1,575MHz) and Russian Global Navigation Satellite System (GLONASS) L1 (1,600 MHz) signals. A two-stage low-noise amplifier (LNA) with more than 27 dB gain is implemented in the bottom layer of a three-layer antenna package. In addition, a hybrid coupler is used to combine signals from pair of proximately coupled orthogonal feeds with $90^{\circ}$ phase difference to achieve the circular polarization (CP) characteristic. Three layers of high permittivity (${\varepsilon}_r=10$) substrates are stacked and effectively integrated to have a small dimension of $64mm{\times}64mm{\times}7.42mm$ (including both circuit and antenna). The reflection coefficient of the fabricated antenna at the target frequency is below -10 dB, the measured antenna gain is above 26 dBic and the measured noise figure is less than 1.4 dB.

Exploring the Usefulness of e-Resources for Engineering College Teachers and Scholars for their Academic and Research Activities - A Study

  • Puttaswamy, R.M.;Krishnamurthy, M.
    • Journal of Information Science Theory and Practice
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    • 제2권1호
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    • pp.62-70
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    • 2014
  • The All India Council for Technical Education (AICTE), an apex body of controlling technical education in India, has made mandatory subscription of e-Resources to all its Engineering College Libraries. This policy has directly helped the teaching community, research scholars, and student's paternity, which has benefits for their teaching, research activities, and curriculum, respectively. This study emphasizes the usefulness of e-Resources among the teachers and scholars of engineering colleges in the Bangalore region under Visvesvaraya Technological University (VTU), Belgaum, Karnataka. Survey methodology has been used as the basic research tool for data collection with the help of questionnaires. 866 teaching faculties in VTU were selected randomly on the basis of willingness of users who access the e-Resources for their academic and research activities in the survey. The survey results were tabulated and analyzed with descriptive statistics methods using the SPSS 20 software package. The findings reveal that e-resources are useful for engineering college teachers and scholars for their academic and research activities.

Multi-scale wireless sensor node for health monitoring of civil infrastructure and mechanical systems

  • Taylor, Stuart G.;Farinholt, Kevin M.;Park, Gyuhae;Todd, Michael D.;Farrar, Charles R.
    • Smart Structures and Systems
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    • 제6권5_6호
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    • pp.661-673
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    • 2010
  • This paper presents recent developments in an extremely compact, wireless impedance sensor node (the WID3, $\underline{W}$ireless $\underline{I}$mpedance $\underline{D}$evice) for use in high-frequency impedance-based structural health monitoring (SHM), sensor diagnostics and validation, and low-frequency (< ~1 kHz) vibration data acquisition. The WID3 is equipped with an impedance chip that can resolve measurements up to 100 kHz, a frequency range ideal for many SHM applications. An integrated set of multiplexers allows the end user to monitor seven piezoelectric sensors from a single sensor node. The WID3 combines on-board processing using a microcontroller, data storage using flash memory, wireless communications capabilities, and a series of internal and external triggering options into a single package to realize a truly comprehensive, self-contained wireless active-sensor node for SHM applications. Furthermore, we recently extended the capability of this device by implementing low-frequency analog-to-digital and digital-to-analog converters so that the same device can measure structural vibration data. The compact sensor node collects relatively low-frequency acceleration measurements to estimate natural frequencies and operational deflection shapes, as well as relatively high-frequency impedance measurements to detect structural damage. Experimental results with application to SHM, sensor diagnostics and low-frequency vibration data acquisition are presented.

흡열분해 모사연료의 층류화염 전파속도 측정 (Measurement of Laminar Burning Velocity of Endothermic Fuel Surrogates)

  • 진유인;이형주;한정식
    • 한국추진공학회지
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    • 제23권3호
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    • pp.67-75
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    • 2019
  • 본 연구에서는 항공유가 극초음속 비행체용 능동냉각시스템의 냉원으로 사용되면서 흡열분해된 후의 연소특성을 확인하는 연구의 일환으로, 흡열분해 모사연료에 대한 층류화염 전파속도를 측정하였다. 흡열분해 모사연료 2종(SF-1, 2)을 제조하고 분젠버너 시험장치를 제작하여 층류화염속도를 측정한 결과 기준연료(RF)와 비교해 보면 전체적으로 높은 당량비에서 화염전파속도가 빠르게 나타나고 있으며, 특히 SF-1이 SF-2 및 RF보다 훨씬 높은 당량비에서 최대 속도를 가짐을 확인하였다.