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Development of Vertical Rainwater Harvesting Facility and Its Performance Evaluation using Weather Data (수직 빗물수집장치 개발 및 기상 자료를 이용한 성능 모의 평가)

  • Cho, Eunsaem;Song, Sung-uk;Lee, Munseok;Yoo, Chulsang
    • Proceedings of the Korea Water Resources Association Conference
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    • 2021.06a
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    • pp.416-416
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    • 2021
  • 본 연구에서는 벽면을 통해 빗물을 모을 수 있는 수직 빗물수집장치을 개발하고, 기상 자료를 이용하여 장치의 성능을 모의해보았다. 빗물수집장치는 높이에 따라 총 3 가지 유형(1.00 m, 1.50 m, 2.00 m)으로 제작되었다. 본 연구는 빗물수집장치에 의해 모을 수 있는 빗물의 양을 추정하고 실제로 측정한 값과 비교해보았다. 빗물의 양을 추정하는 과정에서는 Cho et al. (2020)이 제안한 차단량 추정식을 이용하였다. 기상 자료를 관측하기 위한 장치로는 BloomSky 기상 관측 장치를 이용하였다. 수직 빗물수집장치와 BloomSky 기상 관측 장치는 고려대학교 공학관 옥상에 설치되었다. 본 연구에서는 2020 년 6 월 10 일부터 2020 년 9 월 7 일까지 총 16 개의 강우사상에 대한 빗물수집장치에 모이는 빗물의 양과 기상 자료를 관측하여 이용하였다. 그 결과, 빗물수집장치의 빗물의 양을 추정한 결과는 실제로 관측된 결과와 유사한 것으로 확인되었다. 16개의 강우사상에 대한 빗물집수량의 추정 결과와 관측 결과의 평균은 각각 1.770 mm/hr·m2 및 1.878 mm/hr·m2로 계산되었다. 표준 편차의 경우, 추정 결과는 1.269 mm/hr·m2, 관측 결과는 1.181 mm/hr·m2로 나타났다.

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Data Augmentation Techniques for Deep Learning-Based Medical Image Analyses (딥러닝 기반 의료영상 분석을 위한 데이터 증강 기법)

  • Mingyu Kim;Hyun-Jin Bae
    • Journal of the Korean Society of Radiology
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    • v.81 no.6
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    • pp.1290-1304
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    • 2020
  • Medical image analyses have been widely used to differentiate normal and abnormal cases, detect lesions, segment organs, etc. Recently, owing to many breakthroughs in artificial intelligence techniques, medical image analyses based on deep learning have been actively studied. However, sufficient medical data are difficult to obtain, and data imbalance between classes hinder the improvement of deep learning performance. To resolve these issues, various studies have been performed, and data augmentation has been found to be a solution. In this review, we introduce data augmentation techniques, including image processing, such as rotation, shift, and intensity variation methods, generative adversarial network-based method, and image property mixing methods. Subsequently, we examine various deep learning studies based on data augmentation techniques. Finally, we discuss the necessity and future directions of data augmentation.

The Landscape Organization of the Dodong-SeoWon in the Aesthetics of Moderation (중용(中庸)의 미학으로 살핀 도동서원(道東書院)의 경관짜임)

  • Rho, Jae-Hyun;Shin, Byung-Chul
    • Journal of the Korean Institute of Traditional Landscape Architecture
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    • v.30 no.4
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    • pp.44-55
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    • 2012
  • This study is to interpret how landscape aesthetic characteristics of moderation, which is the point of human-oriented neo-confucianism vision, are projected to the landscape organization of a Dodong-SeoWon, known for its overflow to neo-confucianism grounds and standards among domestic SeoWon. The aspects of neo-confucianism discussion in the shape of Dodong-SeoWon with the beauty of from and contents dominating the landscape of Dodong-SeoWon different from constructive completeness as 7 external and internal landscape organization including placement, circulation, setting, vista, fencing, naming, and decoration are as follows. The left direction of Dodong-SeoWon, part of external organization, is the result of landscape organization that emphasized the stage of moderation through the unification of man and nature by naturalizing natural direction to human-oriented directions. Important aspects to rule external orders and standards of Dodong-SeoWon are principles of one classes based on ranks and bilateral symmetry that is the unity of setting and circulation landscape organization from penetrating the spirit of moderation with no bias. By securing territoriality by fencing the unity of verticality and horizontality, the landscape organization to reach moderation is expressed. Meanwhile, Suwoloo(水月樓) perceived on the floor of central assembly hall, the formation of time frame from roof piles of Hwanjumun(喚主門) as well as pilars of Jungjeongdang(中正堂), and rime link method inducing visual balance and openness through segment, combination, and others are vista organization that show the ideality of unique neo-confucianism building. Also as part of landscape organization contents. semantically, building name including arrangement from Taegukdoseol, ideological naming following the name of Ssanggye-SeoWon, which is the former body, the name of the hall symbolizing the transfer of neo-confucianism enlightenment, impartiality with no bias, as well as Geoinjae(居仁齋) and Geoijae(居義齋) based on olympic, are also results of applying neo-confucianism standards. Additionally. the SeoHoe(瑞花) expressing the change of IleumIlyang(一陰一陽) on the stylobate of Jungjeongdang, Saeho(細虎) which goes up and down, as well as Simul made of four dragons, are artistic expression of the moderation that symbolizes the harmony of ying and yang with no exceeding or insufficiency. Humorous and unique rocks and stones evenly arranged in all spots of Dodong-SeoWon are to promote anti-strict organization by offsetting the image and external order of the lecture hall as strict as it is, and this is very ironic as it is the other landscape organization in different dimension as well as the expression of moderation.

A Case Study on Green Pricing Program in USA (미국 Green Pricing 프로그램 평가 사례분석 및 시사점)

  • Lee, Ye-Ji
    • 한국신재생에너지학회:학술대회논문집
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    • 2009.11a
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    • pp.298-298
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    • 2009
  • 미국의 DOE(Department of Energy)산하 EERE(Energy Efficiecy & Renewable Energy)에서 신재생 에너지 프로그램 평가를 하고 있다. 특히 General program evaluation Guide에는 많은 평가기관에서 제안되었던 5가지 방법 중 Outcome 평가는 프로그램의 목적을 얼마나 달성했는지를 측정하는 것으로 일정한 기간이 지난 후 프로그램의 목적을 달성함으로써 얻어지는 결과를 추산함으로써 그 기간 동안 프로그램이 의도했던 목적을 얼마나 잘 수행했는지를 보여준다. 한국에서 시행되고 있는 신재생에너지 보급 프로그램의 성과를 정량화 분석을 통하여 평가할 수 있어 국내 적용성이 크다. 본 연구에서는 미국 에너지부 EERE로부터 지원받아 NREL(National Renewable Energy Laboratory)에서 실행한 Utility Green Pricing 프로그램을 사례 분석하였다. Utility Green Pricing 프로그램은 1993년 시작되었으며 2002년 말 미국 전역의 300여개 시설을 통한 90개의 프로그램을 발전시킴으로써 소비자가 자발적으로 재생에너지 발전을 지원하기 위한 한 방법으로 최근 이런 프로그램 수는 증가하고 있다. 2002년 말 기준으로 국가 전기 사용자의 20%, 대략 270,000명의 소비자가 선택하였고 2002년 290MW급 재생에너지 설비용량과 2003년 140MW급 시설을 담당하였으며 미국 이외에 캐나다, 일본, 호주, 12개 유럽 국가들이 시행하고 있다. 이 프로그램 목표는 어떤 프로그램이 green pricing 프로그램의 소비자 참가와 재생에너지 구매의 최대화를 돕는지를 제공하는 것으로 Data Pool은 90개 프로그램 중 더 이상 실행하지 않는 4개를 제외한 86개로 응답률은 77%였다. 분석대상은 거주자와 비거주자로써 자료는 2003년 초 66개의 green pricing 프로그램의 질문서를 토대로 도출되었다. Green Pricing 프로그램 질문서는 참여, 지난해 판매, 재생에너지 공급, 할 증금(초과 구매력), 프로그램 디자인과 실행, 마케팅, 소비자를 위한 부가서비스 이렇게 총 7부분으로 나누어져있다. 특히 거주자와 비거주자와 참여, 재생에너지 판매량, 프로그램 수명, 사용하는 재생에너지의 종류, 프로그램 가격, 비용 할증료, 프로그램 평가의 종류, 프로그램 마케팅 노력, 참여자에게 제공되는 부수적 가치와 관련된 자료를 모으기 위해 실행되었다. 종속적 변수로 프로그램 유효성 측정과 관련된 비/거주자 참여와 재생에너지 구매를 선택하였으며 독립적 변수로 프로그램 디자인과 마케팅 특징을 들었다. 분석방법으로는 이변성과 다변성 통계적 분석을 이용하였다. 이변성 분석은 쉽게 개별적 독립 변수와 종속변수와의 직접적 관계를 보여주며 다변성 분석은 보다 정확한 영향 산정을 위해 선택한 복합적 독립변수를 이용하였다. 프로그램 유효성 측정을 위해 비/거주자 참여 퍼센트와 재생에너지 구매 퍼센트를 구하였다. 그러나 이 분석에 몇 가지 제한점이 있었다. 소비자 중 국외자의 영향으로 분석에 많은 영향을 주지 않지만 single utility 프로그램은 비거주자참여율과 재생에너지 구매율에 영향을 끼칠 가능성이 있으며 독립/설병변수를 프로그램성공을 위해 거듭 강조하지만 빠지거나 무딘 변수는 여전히 존재한다. 분석 대상이 2002년까지를 대상으로 하기 때문에 시간상의 지체 역시 문제가 될 수 있다. 다중공산성 역시 독립변수간의 상관관계가 나타나면서 발생된다. 하지만 몇 가지 재미있는 결과를 얻어냈다. 프로그램 기간이 소비자 응답에 영향을 미치며 초기 거주고객의 높은 구매력이 지속된다는 것이다. 가격 할증료와 최소 월사용료는 프로그램 성공 초기 결정요인이 되지 않는다. 작은 시설이 성공 달성가능성이 더 큰 것으로 나타났으며 비거주자의 사적 이득 제공 역시 성공 강화에 영향을 끼쳤다.

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A study of statistical techniques for clinical data about cerebrovascular diseases (중풍임상자료(中風臨床資料)에 대한 통계적(統計的) 분석방법연구(分析方法硏究))

  • Kang, Hyo-Shin;Kwon, Young-Kyu;Park, Chang-Gook;Shin, Yang-Kyu;Kim, Sang-Chul
    • The Journal of Korean Medicine
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    • v.17 no.1 s.31
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    • pp.302-328
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    • 1996
  • I . Objective and significance of the study To design a data acquisition chart, which facilitates data collection and analysis. The chart is also useful for solving problems that arise from personal variations in clinical symptoms and filling the knowledge base of an expert system. II. Content and scope 1. Collect the diagnosis knowledge of cerebrovacular diseases from doctors and analyze it. 2. Design a data acquisition chart. 3. Compare ODS and doctors with respect to their diagnosis results 4. Select patients who are determined to suffer from cerebrovascular diseases using CT(computed tomographic) scan, collect clinical data from them. III. Results and Application The chart be used for data collection and analysis in different medical hospitals, The results of data analysis facilitates collecting clinical data about other diseases and implementing the knowledge base. Also, the collected data serves as a tool for medical education, and cooperative diagnosis of oriental and western medical doctors.

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Personal Name Authority Control in Korean Public Libraries (국내 공공도서관의 인명 전거제어의 현황 및 발전 방향)

  • Shim, Kyung
    • Journal of the Korean Society for Library and Information Science
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    • v.40 no.4
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    • pp.221-244
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    • 2006
  • This research analyzes the current status of personal name authority control and its impact on the end user searching against OPACs in public libraries in Korea. Further it also suggests the ways to improve the recall ratio in author search with a minimal modification, system-wise and authority-wise. on the KOLISNET as a stepping stone for other public libraries. Finally, a long-term plan for establishing proper authority work in public libraries including the National Library of Korea is briefly proposed. In order to find out whether authority works are conducted and examine how variant written forms of the same foreign name and variant names of the same person are treated, OPACS of the National Library of Korea, KOLISNET, and ten randomly selected public libraries were searched. Findings indicate that while the National Library of Korea was performing authority control, even incomplete, the rest did not appear to conduct any form or authority control. As a spinoff of the research, it is observed that in many public libraries their bibliographic records and retrieval methods are inaccurate, lacking consistency, and incomplete. In sum. it is strongly recommended that (1) as a start for authority work among public libraries personal name authority control should be conducted to enhance the identifying and collocating functions in OPACs, (2) a shared authority database, for which the National Library of Korea's authority database might be used. should be built for Public libraries.

A Study on Separating and Joining Including Zero (가르기와 모으기에서의 0의 취급에 대한 고찰)

  • Lee, Hwayoung
    • Journal of Elementary Mathematics Education in Korea
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    • v.22 no.2
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    • pp.183-198
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    • 2018
  • In this paper, I theoretically considered joining and separating activities and revisited the textbooks from 7 countries and Korean mathematics textbooks from 5th revised curriculum to 2015 revised curriculum to find implication for the treatment of 0 in the joining and separating activities. The 'joining' has definition and properties similar to addition, but the 'separating'is difficult to define and is not considered to have properties similar to subtraction. In the sense of computation, joining and separating can be seen as' part-part-to-whole' situations, but are just part of the addition and subtraction situations. The analysis of textbooks from 7 counties showed that Singapore and Malaysia textbooks already studied zero and then included it in joining and separating activities, but other countries did not include it as joining and separating activities. The textbooks of South Korea have consistently suggested not to include zero, but teacher's guide has shown that there is a little consistency in the treatment of zero. As a conclusion, I suggested that it was necessary to propose a proper context of the situation in order to introduce joining and separating without including 0 in terms of student level and to propose that a more consistent presentation of zero handling in the teaching in the teacher's guide.

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Evaluation of the Optimal Grouser Shape Ratio of Dozer Considering the Ground Conditions (지반 특성을 고려한 도저의 최적 그라우저 형상비 평가)

  • Baek, Sung-Ha;Kwak, Tae-Young;Choi, Changho;Lee, Seong-Hwan
    • Journal of the Korean Geotechnical Society
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    • v.37 no.3
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    • pp.31-41
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    • 2021
  • A dozer is a construction machinery used to move soil mass along large open tracts of land. Soil thrust generated on the soil-track interface determines the performance of the dozer; to improve the tractive performance of the dozer, the outer surface of the continuous-track is designed to protrude with grousers. In this study, we calculated soil thrust of the dozer equipped with grousers with various shape ratios, and evaluated the optimal grouser shape ratio considering ground conditions. Grouser generated additional soil thrust on the side of the continuous-track (e.g., side soil thrust) and converted the shearing surface (e.g., from soil-track interface to soil-soil interface), increasing the soil thrust of dozer by about 1.3 to 1.6 times. The effect of grouser's shape ratio on the soil thrust of dozer differed with the relative density of the ground. As the shape ratios of grouser increased, soil thrust of dozer decreased at the relative density of 40% and increased at the relative density of 80%. Based on these results, it can be concluded that the shape ratio of grouser severely affects the dozer's performance; thus, careful consideration of the optimal shape ratio of grouser is of great importance in the mechanical design, evaluation, and optimization of the undercarriage of dozers.

Eine Studie eines lernerorientierten Unterrichtsmodells für den fruchtbaren Philosophie-, Essay- und Ethikunterricht (2): unter besonderer Berücksichtigung der Methoden der Form von Lesen und Schreiben (효과적인 철학, 논술, 윤리교육을 위한 학습자 중심의 수업 모델 연구(2): 읽기 및 글쓰기 형식의 방법을 중심으로)

  • Kang, Soon-Jeon
    • Journal of Korean Philosophical Society
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    • no.88
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    • pp.307-335
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    • 2010
  • Gemäß der lernerorientierten Didaktik und Methodik des deutschen neuen Schulfaches "Praktische Philosophie" studiert die vorliegende Forschung die Unterrichtsmethoden zum fruchtbaren Philosophie-, Essay- und Ethikunterricht. Sie stellt die Unterrichtsmethoden unter der Gliederung von 1) Methoden für die Einführung in den Unterricht, 2) die für den Hauptteil des Unterrichts, 3) die für den Abschluss des Unterrichts, 4) die für Strukturierung des ganzen Unterrichts dar. Der zweite Teil wird wiederum in die Methoden der Form vom Sprechen und Horen, vom Lesen und vom Schreiben unterteilt. Wegen der Einschränkung vom erlaubten Umfang für den Aufsatz wird diese Forschung in zwei Aufsätze geteilt. Der erste Aufsatz behandelte den Teil 1) und den ersten Unterteil des Teils 2). Als Methoden für die Einführung in den Unterricht stellten sich Partnerinterview, Brainstorming und Schneeball dar und als Methoden der Form vom Sprechen und Horen Fishbowl, Pro-Kontra-Argumention, Gruppenarbeit und das sokratische Gespräch. Dieser zweite Aufsatz stellt Lesekompetenz, Lesestrategie, Textanalyse, Mindmapping, Dilemma, kooperatives Lesen und Placemat im Bezug auf Methoden der Form vom Lesen dar und das einfache und dialektische Argumentieren, das kreative Schreiben und Gedankenexperiment als Methoden der Form vom Schreiben. Als Methoden für den Abschluss des Unterrichts werden Blitzlicht, Feedback und Postersession und als Methoden für Strukturierung des ganzen Unterrichts Sandwich und Lernstop betrachtet.

Modeling of Sensorineural Hearing Loss for the Evaluation of Digital Hearing Aid Algorithms (디지털 보청기 알고리즘 평가를 위한 감음신경성 난청의 모델링)

  • 김동욱;박영철
    • Journal of Biomedical Engineering Research
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    • v.19 no.1
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    • pp.59-68
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    • 1998
  • Digital hearing aids offer many advantages over conventional analog hearing aids. With the advent of high speed digital signal processing chips, new digital techniques have been introduced to digital hearing aids. In addition, the evaluation of new ideas in hearing aids is necessarily accompanied by intensive subject-based clinical tests which requires much time and cost. In this paper, we present an objective method to evaluate and predict the performance of hearing aid systems without the help of such subject-based tests. In the hearing impairment simulation(HIS) algorithm, a sensorineural hearing impairment medel is established from auditory test data of the impaired subject being simulated. Also, the nonlinear behavior of the loudness recruitment is defined using hearing loss functions generated from the measurements. To transform the natural input sound into the impaired one, a frequency sampling filter is designed. The filter is continuously refreshed with the level-dependent frequency response function provided by the impairment model. To assess the performance, the HIS algorithm was implemented in real-time using a floating-point DSP. Signals processed with the real-time system were presented to normal subjects and their auditory data modified by the system was measured. The sensorineural hearing impairment was simulated and tested. The threshold of hearing and the speech discrimination tests exhibited the efficiency of the system in its use for the hearing impairment simulation. Using the HIS system we evaluated three typical hearing aid algorithms.

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