• Title/Summary/Keyword: 결함 관리 기법

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Predicting and Interpreting Quality of CMP Process for Semiconductor Wafers Using Machine Learning (머신러닝을 이용한 반도체 웨이퍼 평탄화 공정품질 예측 및 해석 모형 개발)

  • Ahn, Jeong-Eon;Jung, Jae-Yoon
    • The Journal of Bigdata
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    • v.4 no.2
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    • pp.61-71
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    • 2019
  • Chemical Mechanical Planarization (CMP) process that planarizes semiconductor wafer's surface by polishing is difficult to manage reliably since it is under various chemicals and physical machinery. In CMP process, Material Removal Rate (MRR) is often used for a quality indicator, and it is important to predict MRR in managing CMP process stably. In this study, we introduce prediction models using machine learning techniques of analyzing time-series sensor data collected in CMP process, and the classification models that are used to interpret process quality conditions. In addition, we find meaningful variables affecting process quality and explain process variables' conditions to keep process quality high by analyzing classification result.

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Suggestions on How to Improving Planning Process for Governmental R&D Projects (국가 R&D 사업의 계획단계 강화를 위한 분석 및 제언)

  • Park, Seung-Wook;Hong, Jin-Won;Kim, Mee-Hwa
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.5 no.3
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    • pp.1-25
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    • 2010
  • In spite of increased R&D budget, the government has not produced outstanding and notable outcomes that have widespread effects on industries and economies. Lacking of solid planning for the R&D projects before they implement is one of the leading reasons. This study conducted case studies for the R&D projects implemented in Korea and other foreign countries, and made suggestion on how to improve the planning practices for the large-scale governmental R&D projects. The purpose of this study is to provide an implications on the policies about the nation-wide R&D planning system.

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Design and Implementation of Bandwidth Management Algorithm for Video Conference System (화상회의 시스템을 위한 대역폭 관리 알고리즘 설계 및 구현)

  • 구명모;정상운;김상복
    • Journal of Korea Multimedia Society
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    • v.3 no.4
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    • pp.399-406
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    • 2000
  • There are sendee_based research and receiver_based research for dynamic adaptation to network congestion which arises from multicast video conference ; the former results in bandwidth waste of receivers who use high available bandwidth on account of average loss rate in transmission rate, the latter in short of the method that divides layers of available bandwidth of receivers dynamically. In order to do so, in this paper, we established two multicast groups divided into non-congestion status and congestion status according to receiver's network state, and implemented the bandwidth management algorithm which is designed for providing receivers with profitable qualities for available bandwidth by letting them choose each group dynamically in reference to loss rate. As a result, experiments proved that bandwidth waste problem was improved by receiver's dynamic choice according to loss rate.

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AN EMPIRICAL STUDY ON THE KERAN'S MODEL (Keran의 모델에 관한 실증적 고찰)

  • Kim, Tae-Sik
    • The Korean Journal of Financial Management
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    • v.1 no.1
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    • pp.55-69
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    • 1985
  • 1959년(年) 11월(月) St. Louis 연방은행 Review지(誌)에 발표된 통칭 St. Louis 방정식으로 불리는 Miehael W. Keran의 모형은 학계에 지대한 반향을 이르켰다. 동모형은 1919년에서 1969의 50년간의 자료를 토대로 재정정책 및 화폐정책을 대표하는 두 설명변수와 경제활동의 전반적지표로서 국민소득을 종속변수로하여 전자의 후자에 미치는 영향을 계량적으로 파악코저하는 회귀분석인데 만일 방정식이라는 접근방식이 구조적 특징이다. 본 연구는 1965년에서 1980년까지의 새로운 자료에 입각하여 동모형의 이론적 타당성을 비판적으로 검토하고, 또한 통계학적 신빙성을 제고(提高)할 수 있는 개선방안(改善方案)을 모색코저 시도(試圖)한 것이다. 우선 단일방정식(單一方程式) 접근(接近)의 문제점(問題點)인 종속변수의 EXOGENEITY를 시험하기 위(爲)한 소위 Reverse-Causation Argument를 재점검(再點檢)하였고, 이이서 동모형의 Specification을 면밀히 살펴왔다. 특히 이자율의 변동을 설명변수로 도입해서 동변수가 경제활동전반에 끼치는 영향을 추정함으로서 설명변수의 추가적 설정(說定)의 타당성여부를 검토하였다. Keran의 결과가 t, D-W 및 $R^2$ 등의 주요 통제치가 매우 미흡한 수준이였으므로 이들 통계치의 제고(提高)를 위해 Almond-lag 방식을 Cuchrane/Oreutt 기법(技法)과 결합해서 적용하여 Almond의 지연구조에 녹유(綠由)하는 자동상관(自動相關) 효과(效果)를 배제(排除)코저 하였다. 끝으로 본연구대상기간인 '65년에서 '80년간의 역사적 발전을 배경으로 동모형의 적용 결과를 재조명(再照明)함으로서 동모형의 타당성을 살펴봤다.

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A Study on the Performance Enhancement of Content-based Image Retrieval Systems Using Lighting Directions (빛의 방향을 이용한 내용기반 이미지 검색 시스템의 효율성 향상에 관한 연구)

  • 안재욱;문성빈
    • Journal of the Korean Society for information Management
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    • v.17 no.4
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    • pp.157-170
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    • 2000
  • CHROMA. a content-based image rctl-ieval syslem lhas inlroduced a perceptual color modcl, which can siinulatc the visual perceplual process of lhuman beings and eliminate ihe l~roblem ol condilional color variations. Th~s model Ihoweve~ rcgarded shadows and rcllcctions as u n k ~ ~ o u ~ i colors. and took no account of ihe inforclation which can bc gamed from them Th~s ~tudy atlempls Lo estnnale (he unbhown colors using i~ght~ng dil-cclions and lo prove that the process ol unknown colol eslimation can enhance the lperformance o l image retrieval syslems. With the ckperimcntal results, it was concludcd that thc model pmposcd in this study can enhance the perfomancc of content-based image retrieval systems using Lhe ]~ercepiual color model.

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A Study of renewable energy optimal design using the LCC analysis (LCC분석 기법을 활용한 신재생에너지 최적 설계 방안 연구)

  • Song, Ho-Yeol;Kim, Jeong-Uk
    • Journal of Energy Engineering
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    • v.24 no.2
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    • pp.45-50
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    • 2015
  • In Korea ranking sixth out of The world's greenhouse gas emissions, all Korean public buildings have to implement obligatorily renewable energy systems for energy production to reduce the greenhouse gas emissions from the energy consumed in operation, maintenance and management of buildings. The optimum combination and application rates for each energy source emerge from analyzing the trend of previous studies and the energy consumption is simulated by using a dynamic energy simulation program and the initial investment costs, the energy costs, the maintenance costs, the replacement costs emerge based on the calculated result. The result show that the total life cycle cost of 100% gerthermal is the lowest with \ 2,105,974,344 on the analysis results.

The Relationship Between Water Quality and Needed Discharge during Drought Season (갈수시 하천수질과 필요유량 관계 연구)

  • Jung, young Hun;Yi, Choong Sung;Kim, Hung Soo;Shim, Myung Pil
    • Proceedings of the Korea Water Resources Association Conference
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    • 2004.05b
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    • pp.748-752
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    • 2004
  • 근래 환경의 중요성이 크게 인식되면서 하천의 수질관리에 대해서도 많은 연구가 진행되고 있다. 오염된 하천의 수질을 개선하기 위한 방법 중에 배출 오염원을 삭감시키는 환경기초시설이나 댐과 같은 저수구조물에서 양질의 용수를 방류하여 희석시킴으로써 하천의 수질오염을 개선할 수 있다. 본 연구에서는 하천수질을 개선시키는 과정에서 희석을 위한 저수지의 방류량을 필요유량으로 간주하였으며 일정 수질농도를 지속적으로 지니고 있는 자연하천의 유입량과 이때 어느 대상지점의 목표수질등급을 만족시킬 수 있는 저수구조물에서의 인위적 조정이 가능한 필요유량의 관계를 연구하였다. 연구대상 지역은 금강 본류와 본류로 유입하는 갑천유역을 대상으로 하였다. 즉, 갑천의 확률갈수유량을 3등급과 4등급으로 가정하고, 이들 유량이 금강본류로 유입되련, 금강본류와 미호천합류 바로 전의 금강하류지점 목표수질을 2등급이라 하였을 때, 이를 만족할 수 있는 금강본류의 필요유량을 산정하고자 하였다. 이때 갑천유역의 일강우량자료는 기존 Markov 연쇄의 상태모형을 개선해 모의하였고, 강우-유출 모형으로는 NWS-PC모형을 이용하였는데 컴플렉스 혼합 진화기법으로 매개변수들을 보정하여 확률갈수유량을 산정하였다. 다음에 QUAL2E를 이용하여 목표수질을 만족하는 희석 목적의 유랑을 구하여 필요유량으로 간주하였다. 결과를 살펴보면, 유입되는 갑천의 확률갈수유량들에 대하여 대청조정지댐에서 방류량이 목표수질을 만족시키기 위해서는 $0.5\~2.5$배정도 더 유입되어야 함을 알 수 있었다.

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Underground facilities Detecting Accuracy (지하매설물측량의 정확도)

  • Lee, Jae-Kee;Cho, Jae-Ho;Lee, Jae-Dong;Park, Kyung-Yeol
    • Journal of Korean Society for Geospatial Information Science
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    • v.5 no.1 s.9
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    • pp.139-145
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    • 1997
  • Rapid development of city has made a lots of urban facilities buried under ground, therefore how to bury underground facilities and how to operate them becomes more and more important. However, due to shortage of composite operation data for burying the facilities under ground, a lots of individual and nation's properties have been destroted and even many people killed. under the circumstances, we need to detect the facilities in detail and in accuracy and we can surgest for underground facilities detecting accuracy as below.

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Study on the Vocabulary Synthesis for Index Term Selection (색인어 선정을 위한 어휘결집력에 관한 연구)

  • Kim, Chul;Jeong, Jun-Min
    • Journal of the Korean Society for information Management
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    • v.13 no.1
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    • pp.205-226
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    • 1996
  • Under the hypothesis that any pair of terms in the sentence is meaningful to present the context of the paper, the Brillouin measure of term relatedness in automatic indexing is proposed. For the experiment, the pair of terms simul-taneously appeared in two or more sentences of the paper are extracted from the title and abstract of the paper. Com-pared with the list of index terms or subject headings suggested by the author, the terms in term relatedness graph are highly matched with the terms in the list. Especially, it is revealed that the rank of terms by synthetic strength is use-ful in the selection of index terms.

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Effects of Cable Rupture on Dynamic Responses of a Concrete Cable-stayed Bridge (케이블 파단이 콘크리트사장교 동적거동에 미치는 영향)

  • Kim, Yu Hee;Go, Hyeong Gyu;Kim, Jae Cheon;Shin, Soobong
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.16 no.3
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    • pp.84-91
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    • 2012
  • This paper aims to investigate the effects of cable rupture on the dynamic responses of concrete cable-stayed bridges in comparison with those of steel composite ones. It examines an adequate analysis method for simulating cable rupture using a time history function and evaluates the design guidelines for dynamic amplification factor (DAF). The computed DAFs from a concrete cable-stayed bridge are compared with those from a steel composite one based on the design guideline. As a conclusion, the current design guidelines for DAF may be reliable in overall but show some unstable cases despite satisfying the design guidelines, especially for concrete cable-stayed bridges.