• 제목/요약/키워드: Automated Data Analysis

검색결과 581건 처리시간 0.026초

Automated Geo-registration for Massive Satellite Image Processing

  • 허준;박완용;방수남
    • 한국공간정보시스템학회:학술대회논문집
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    • 한국공간정보시스템학회 2005년도 GIS/RS 공동 춘계학술대회
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    • pp.345-349
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    • 2005
  • Massive amount of satellite image processing such asglobal/continental-level analysis and monitoring requires automated and speedy georegistration. There could be two major automated approaches: (1) rigid mathematical modeling using sensor model and ephemeris data; (2) heuristic co-registration approach with respect to existing reference image. In case of ETM+, the accuracy of the first approach is known as RMSE 250m, which is far below requested accuracy level for most of satellite image processing. On the other hands, the second approach is to find identical points between new image and reference image and use heuristic regression model for registration. The latter shows better accuracy but has problems with expensive computation. To improve efficiency of the coregistration approach, the author proposed a pre-qualified matching algorithm which is composed of feature extraction with canny operator and area matching algorithm with correlation coefficient. Throughout the pre-qualification approach, the computation time was significantly improved and make the registration accuracy is improved. A prototype was implemented and tested with the proposed algorithm. The performance test of 14 TM/ETM+ images in the U.S. showed: (1) average RMSE error of the approach was 0.47 dependent upon terrain and features; (2) the number average matching points were over 15,000; (3) the time complexity was 12 min per image with 3.2GHz Intel Pentium 4 and 1G Ram.

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보건계열 대학생의 자동제세동기에 대한 지식과 태도 (Knowledge and attitudes toward automated external defibrillator in students majoring in health-related fields)

  • 정현숙;홍선우
    • 한국응급구조학회지
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    • 제21권3호
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    • pp.17-33
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    • 2017
  • Purpose: The purpose of the study was to investigate knowledge and attitudes of students majoring in health-related fields toward automated external defibrillator (AED) and to identify the influencing factors of knowledge and attitudes in AED use among the students. Methods: Data were collected from 346 students and analyzed using descriptive statistics, t-tests, one-way ANOVA, post hoc $Scheff{\acute{e}}$ test, Pearson's correlation coefficient, and hierarchical multiple regression analysis, with SPSS Win 20.0 program. Results: Overall knowledge of AED in health-related major students, except paramedics and physical therapy was relatively low while attitudes were at moderate level. There were statistically significant differences in knowledge according to age, grade, major, cardiopulmonary resuscitation (CPR) awareness, exposure to AED and CPR education; and differences in attitude according to major, health status, health awareness, CPR awareness, exposure to AED, and CPR education. Significant factors explained 63% of knowledge on AED (F= 43.96, p<.001) and 37% of attitudes on AED (F= 15.84, p<.001). Conclusion: The study findings suggest that systemic education programs on AED should be implemented during undergraduate curriculum to improve survival rate of sudden cardiac arrest.

혼합형 채광조절장치가 실내공간의 주광조도분포에 미치는 영향에 관한 Mockup 실험평가 (Light Factor Performance of a Room with Light Guide and Blind Systems by Mockup Experiments)

  • 신화영;김정태
    • KIEAE Journal
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    • 제7권1호
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    • pp.23-31
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    • 2007
  • This study aims to evaluate the illuminance performance of sloped light guide with automated venetian blind systems. For the purpose, a mock-up model was constructed as a prototype of Korean office building with $12.0m{\times}7.3m{\times}3.7m$ ($w{\times}d{\times}h$) and south facing side-window mounted between the clerestory window($2.0m^2$) and the view window($5.6m^2$). The light guide of 1.28m deepth and $29^{\circ}$ tilted angle, is covered with 0.6mm galvanized steel sheet and 97% reflective film. To protect the room from low solar angle, a blind systems, 0.15m deepth and $30^{\circ}$ automated slat angle was installed. To assess illuminance performance, the totally 37 measuring points for illuminance were monitored. For the detailed analysis, photometric sensors were installed at work-plane (8 points), wall (7 points), ceiling (3points), and exterior horizontal illuminance (1 point) respectively. The performance was measured under clear sky and is monitored by Agilent data logger, photometric sensor Li-cor and the Radiant Imaging ProMetric 1400. Comparisons of light factor and uniformity are discussed.

물환경측정망 자료를 활용한 금강수계 수질 유사도 평가 (Water Quality Similarity Evaluation in Geum River Using Water Quality Monitoring Network Data)

  • 김지현;채민희;윤조희;석광설
    • 환경영향평가
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    • 제30권2호
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    • pp.75-88
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    • 2021
  • 본 연구에서는 금강 수계의 자동측정망 중 6개 지점을 선정하고, 이와 동일하거나 인근에 위치해 있는 수질측정망 지점을 대상으로 두 지점의 수질특성 파악하고 통계 분석을 통하여 상관성을 평가하였다. 또한, 수질 분석결과를 활용하여 수질 지수로 변환하고 등급으로 표현해 비교하였다. 연구에 필요한 자료는 최근 4년간(2016-2019)의 국가물환경측정망 데이터를 활용하였으며 수온, pH, EC, DO, TOC, TN, TP를 평가항목으로 선정하였다. 수질 분석 결과, 자동측정망과 수질측정망의 수질농도는 일부 측정값의 차이는 보였지만 대부분 지점에서 일정한 비로 변동하는 경향을 보였다. 항목 간 상관분석결과 수온, EC, DO 항목은 측정망간 상관성이 매우 높았고, TOC, TN, TP 항목은 기본항목에 비해 낮은 상관성을 보였으나 일부 측정망을 제외하고 0.7 이상(상관계수 r)의 높은 상관관계를 나타냈다. 수질 지수 분석결과 자동측정망 수질지수와 수질측정망 수질지수가 비슷한 경향을 보이는 것으로 평가되었으며, 두 결과 모두 하류로 갈수록 지수점수는 낮아져 오염도가 증가되고 있음을 쉽게 파악할 수 있었다.

개인 소프트웨어 프로세스 지원을 위한 도구 (A Tool to Support Personal Software Process)

  • 신현일;정경학;송일선;최호진;백종문
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제34권8호
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    • pp.752-762
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    • 2007
  • 개발자 개개인의 소프트웨어 개발 프로세스를 개선시켜 소프트웨어의 품질을 향상시킬 수 있도록 돕는 기법으로 PSP(Personal Software Process)가 널리 쓰이고 있다. PSP에 제시된 측정 및 분석활동을 지속적으로 수행함으로써 개별 개발자는 자신의 개발 프로세스에 내재된 약점을 파악할 수 있고, 이렇게 수집된 과거 프로젝트의 데이타를 이용하여 공수와 품질에 대한 예측의 정확도를 높일 수 있다. 그러나 수동으로 행해지는 데이타 수집의 오버헤드와 개발작업-측정작업 간의 문맥전환에 따른 집중력 분산의 문제점으로 인해 신뢰도 높은 데이타를 수집하기가 쉽지 않은 것이 현실이다. 한편, PSP에 제시된 문서형태의 프로세스 가이드는 프로세스 정보 검색의 불편함과 추가적인 정보를 삽입하는 데 어려움을 가지고 있다. 본 논문에서는 이러한 문제점들을 해결하기 위해 개발된 PSP 지원도구를 소개한다. 개발된 도구는 데이타 수집의 신뢰성을 높이기 위해 데이타 자동 수집 기능을 제공하고, PSP 프로세스 정보의 효율적인 검색을 위한 EPG(Electronic Process Guide) 기능 및 추가적인 프로세스 정보의 저장을 위한 경험 저장소 기능을 제공한다.

혼돈이론을 이용한 일적산 일사량의 예측 (Prediction of Daily Solar Irradiation Based on Chaos Theory)

  • 조성인;배영민;윤진일;박은우;황헌
    • Journal of Biosystems Engineering
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    • 제25권2호
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    • pp.123-130
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    • 2000
  • A forcasting scheme for daily solar irradiance on agricultural field sis proposed by application of chaos theory to a long term observation data. It was conducted by reconstruction of phase space, attractor analysis, and Lyapunov analysis. Using the methodology , it was determined whether evolution of the five climatic data such as daily air temperature , water temperature , relative humidity, solar radiation, and wind speed are chaotic or not. The climatic data were collected for three years by an automated weather station at Hwasung-gun, Kyonggi-province. The results showed that the evolution of solar radiation was chaotic , and could be predicted. The prediction of the evolution of the solar radiation data was executed by using ' local optimal linear reconstruction ' algorithm . The RMS value of the predicting for the solar radiation evolution was 4.32 MJ/$m^2$ day. Therefore, it was feasible to predict the daily solar radiation based on the chaos theory.

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주행안전성 평가 시나리오 구축을 위한 주행행태 매개변수 추출에 관한 연구 (A Study on The Extraction of Driving Behavior Parameters for the Construction of Driving Safety Assessment Scenario)

  • 고민지;이지연;손승녀
    • 대한임베디드공학회논문지
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    • 제19권2호
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    • pp.101-106
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    • 2024
  • For the commercialization of automated vehicles, it is necessary to create various scenarios that can evaluate driving safety and establish a data system that can verify them. Depending on the vehicle's ODD (Operational Design Domain), there are numerous scenarios with various parameters indicating vehicle driving conditions, but no systematic methodology has been proposed to create and combine scenarios to test them. Therefore, projects are actively underway abroad to establish a scenario library for real-world testing or simulation of autonomous vehicles. However, since it is difficult to obtain data, research is being conducted based on simulations that simulate real road. Therefore, in this study, parameters calculated through individual vehicle trajectory data extracted based on roadside CCTV image-based driving environment DB was proposed through the extracted data. This study can be used as basic data for safety standards for scenarios representing various driving behaviors.

Gas Chromatograph를 이용한 에틸렌 분석 기술 (Procedures for Analyzing Ethylene by Gas Chromatograph)

  • 이승구
    • 한국작물학회지
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    • 제34권s01호
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    • pp.33-39
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    • 1989
  • Ethylene gas classified as one of five major plant hormones plays an important role in various plant metabolism. The precise analysis of ethylene production of plants or plant parts is a valuable research procedure because knowledge of ethylene production facilitates measures of the physiological activity within the tissue. This paper describes procedures for analyzing ethylene from plant tissues by gas chromatography and discusses problems associated with extracting gas samples either by introducing a vacuum to plant samples or by using a hypodermic syringe. Introduced are a continuous flow system for efficient analysis and an automated system for sampling, analyzing, calculating and recording ethylene production data.

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자기궤도 자율주행시스템 기본설계를 위한 자계특성분석 (Analysis Magnetic Field for Basic Design of Autonomous System by Magnetic Guidance)

  • 임대영;유영재;김의선;목재균
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2005년도 춘계학술대회 논문집
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    • pp.181-186
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    • 2005
  • In this paper, an estimation system of vehicle position and orientation on magnetic lane, which is a parameter of the steering controller for automated lane follwing is described. To verify that the magnetic dipole model could be applied to a magnetic unit paved in roadway, the analysis of the the data 3-axis magnetic field measured experimentally.

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Computer-based Automated System for Determining the Characteristics, Losses and Efficiency of Separately Excited DC Motors

  • Kaur, Puneet;Chatterji, S.
    • Journal of international Conference on Electrical Machines and Systems
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    • 제1권4호
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    • pp.440-447
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    • 2012
  • This paper provides essential information on research completed with the aim to develop a 'dc motor test and analysis platform' which can be used to provide dc motor characteristics, calculate losses and efficiency, and also work as a dc motor speed controller. A user can test a given dc motor for these analyses by practicing different conventional methods, but, the concept discussed in this paper, reveals how intelligent integration of all these analyses can be done with a single user friendly automated setup. Integration has been accomplished by a technique that can accommodate all types of dc motors with different ratings at various loading conditions. However, experimentally measured results of a 0.5HP separately excited dc motor using the discussed scheme are presented in the paper. Also, a comparison of the methodology of this system with conventional techniques has also been elaborated on to show the effectiveness of the system.