• 제목/요약/키워드: Data Cleaning

검색결과 424건 처리시간 0.021초

상업 운항 중인 대형 컨테이너선의 항차 중 속력 시운전을 통한 선속-동력 특성 연구 Part I (Study on the Speed-Power Characteristics Through a Speed Trial of a Large Container Vessel During a Commercial Voyage Part I)

  • 김호;이준형;장진호;안해성;강대열;변상수
    • 대한조선학회논문집
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    • 제58권6호
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    • pp.366-374
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    • 2021
  • This paper presents the analysis of the speed-power performance in the real sea using a large container vessel data provided as a test bed from a shipping company. To perform a speed trial of the vessel during a commercial voyage, the on-board measuring device and various operation data acquisition systems were mounted on the vessel for long-term performance monitoring and the voyage operated under the container loading condition close to the design draft was adopted. The content of this paper consists of Part I and Part II. Part I, such as this paper, contains the speed trial method and analysis results of the operating vessel. Part II contains the analysis of the speed-power characteristics change over time and before and after hull cleaning using operation data measured from the voyage operated under a condition similar to the speed trial.

KNIME 분석 플랫폼 기반 스마트 미터 빅 데이터 클러스터링 (Clustering of Smart Meter Big Data Based on KNIME Analytic Platform)

  • 김용길;문경일
    • 한국인터넷방송통신학회논문지
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    • 제20권2호
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    • pp.13-20
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    • 2020
  • 빅 데이터 관련 주요 논제 중의 하나는 방대한 시간 기반 또는 원격 측정 데이터의 가용성에 관한 문제이다. 현재 저비용 획득 및 저장 장치의 등장은 더 세밀한 분석에 사용될 상세한 시간 데이터를 얻을 수 있어서 배후 시스템에 대해 여러 가지 지식을 갖거나 미래의 이벤트를 더 정확히 예측할 수 있다. 특히, 스마트 미터가 설치된 수많은 가정 및 기업 등을 대상으로 전기 사용에 관한 고객 맞춤형 계약을 정의하는 것은 다른 무엇보다도 중요한 문제이다. 수많은 스마트 미터 데이터를 바탕으로 공통적인 전력 소비 형태를 몇 가지 그룹으로 구분할 필요가 있다. 이에 본 연구에서는 스마트 미터 측정 관련 공개 데이터와 자바 기반 공개 소스인 KNIME 플랫폼을 사용하여 스마트 미터 관련 빅 데이터 변환과 클러스터링을 나타낸다. 빅 데이터 구성 요소는 공개 소스는 아니지만, 시험판으로 사용할 수 있다. 스마트 미터 빅 데이터를 가져오고, 정리하고, 변환한 후 전력 사용량 행위와 관련된 각 미터 ID의 해석과 클러스터링에 적합한 DTW 접근 방식을 통해 전력 사용 행위에 관한 스마트 계약을 정의할 수 있다.

교통이력 데이터의 품질 개선과 What-If 분석을 위한 자료처리 기법의 구현 (Implementation of a Data Processing Method to Enhance the Quality and Support the What-If Analysis for Traffic History Data)

  • 이민수;정수정;최옥주;맹보연
    • 정보처리학회논문지D
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    • 제17D권2호
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    • pp.87-102
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    • 2010
  • 현재 우리나라에서는 매일 막대한 양의 교통 데이터가 측정장치들로부터 수집되고 있으나 오류 데이터와 누락된 데이터들이 상당히 많은 실정이다. 더구나 이러한 데이터는 중요한 분석의 대상이 될 수 있음에도 불구하고 일정 시간이 지나면 삭제되고 있다. 그리하여 본 논문에서는 이러한 교통 데이터를 지속적으로 누적하여 다차원 모델로 저장하면서 데이터의 품질을 결정하는 유효성과 완전성을 높이면서 what-if 분석 기능을 지원하는 일련의 자료처리 과정을 제공하는 통합 교통이력 데이터베이스 시스템의 구현을 설명한다. 구현된 시스템에서는 다양한 오류 및 누락 데이터 패턴들을 보정하는 기법들을 제공하며, what-if 분석 기능은 다양한 데이터 정제 및 가공 과정들에 관련된 환경변수와 일련의 처리 과정들의 조합을 융통성 있게 정의하도록 함으로써 다양한 상황들을 가정하고 실험하여 결과를 분석할 수 있게 해준다. 이러한 what-if 분석 기능은 교통 데이터의 활용도를 획기적으로 높여주며 외국의 교통데이터 시스템들에서도 제공하지 못하고 있다. 교통이력데이터를 정제한 실험결과 매우 우수한 유효성 및 완전성을 가진 교통 데이터를 생성함을 확인하였다.

황색 천연염료의 염색성 (제2보) -울금을 중심으로- (The Dyeability Properties of Some Yellow Natural Dyeb (Part ll) - Extracted from Turmeric -)

  • 조승식;송화순;김병희
    • 한국의류학회지
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    • 제21권6호
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    • pp.1051-1059
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    • 1997
  • The objectives of this study were to investigate the effects of mordants and dyeing: on the dyeability and color fastness of the fabrics dyed with the extract from Turmeric. The following results were drawn from the data obtained. 1. The wavelengths of the strongest absorption band of Turmeric extract were 400 nm respectively and the wavelengths were 440 nm after the mordants were added in the color extract. The bands of Turmeric extract shifted to long wave length side as pH increased. In all cases, the abosorbancies were increased as pH increased. 2. The main color substance in extract from Turmeric were expected to be curcumin respectively by spectrophotometric and HPLC studies. 3. As to the concentration of color extract for dyeing, about 20 g/L was the optimum concentration to dye silk and cotton fabrics with extract. 4. The K/S values of dyed fabrics were increased gradually as the concentration of mordants increased, and the highest K/S values were obtained at 5∼10%. When using the mordanting methods, silk fabric by premordanting and cotton fabric by premordanting and synmordanting had influenced upon K/S valse. 5. The color fastness of fabrics dyed with Turmeric extract against dry cleaning, washing, rubbing and perspiration was improved 1 level or so but light fastness was remained.

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한.미 양국간 가족의 시간사용 비교 연구 (A Comparison of Time Use between Korean and the USA Families)

  • 이연숙;이기영;김외숙;조희금;주인숙
    • 가정과삶의질연구
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    • 제20권3호
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    • pp.139-156
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    • 2002
  • The purpose of this study is to compare the patterns of time use between Korean and USA families. The data for 353 Seoul-based Korean families with two children living in Seoul and 130 USA families with two children living in the State of Utah were collected using a structured questionnaire and time diary. The major findings were as the following: 1. The Korean couples spent more time at personal care, paid work, and travel than the USA couples did, while the USA couples spent more time at housework and social-cultural activities than the Korean couples did. 2. The Korean wives spent more time doing food and clothing related housework than the USA wives did. Compared with the Korean wives, however, the time spent at house cleaning and management, family care and shopping and home management were longer than USA wives. The time U.S. husbands engaged in housework was much greater than by the Korean husbands. 3. Regardless of sex and school level, the Korean children spent less time at sleeping/rest, housework and socio-cultural activities and more time at eating and learning than those of U.S. These time use patterns of the families in both countries may reflect the differences of the cultural contexts, social norms, life styles, and the degrees of urbanization. To fully explain the findings, further study on the differences in social and cultural factors between the two countries is needed.

The Development Measuring System of Temperature Effect to Produce Electric Power of Solar Cell

  • Sadmai, Ong-art
    • International journal of advanced smart convergence
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    • 제4권1호
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    • pp.104-113
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    • 2015
  • This paper focuses on a temperature effects on a PV panel which has been installed in Thailand. The main objective is cleaning PV panels and reduce temperature of PV panel by water injects from waterway and experimental results of PV power what it is difference. This project is designed by PLC control system which water injects and control PV temperature, In addition, this project consists of hardware and software such as water pump, water injection and PLC control has been automatically and it can be control system manually. The automatic control system is working when PV temperature rises up over 45 degree Celsius after that the pumping machine would inject water to the surface of PV panels and it must be stop when the PV panel temperature comes down less than 45 degree Celsius. The result of actual experimental found that the control system has been done correctly under specify condition. The experimental has been shown electrical data before and after water injects on PV system found that the electrical power a bit increases and The energy has been taken from PV panel less than energy consumption equipment of control system which taken to operate the water injecting system.

러너베인 깃수의 변화에 따른 튜블러형 상반전 수차의 성능해석 (The Performance Analysis of a Counter-rotating Tubular Type Turbine with the Number of Runner Vane)

  • 박지훈;이낙중;황영호;김유택;이영호
    • 한국신재생에너지학회:학술대회논문집
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    • 한국신재생에너지학회 2010년도 춘계학술대회 초록집
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    • pp.192.1-192.1
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    • 2010
  • Micro hydraulic turbines take a growing interest because of its small and simple structure as well as high possibility of applying to micro and small hydropower resources. The differential pressure exiting within the city water pipelines can be used efficiently to generate electricity like the energy generated through gravitational potential energy in dams. In order to reduce water pressure at the inlet of water cleaning centers, pressure reducing valves are used widely. Therefore, pressure energy is wasted. Instead of using the pressure reduction valve, a micro counter-rotating hydraulic turbine can be replaced to get energy caused by the large differential pressure found in the city water pipelines. In this paper, detail studies have been carried out to acquire basic design data of micro counter-rotating hydraulic turbine, output power, head, and efficiency characteristics on various number of runner vane. Moreover, the influences of pressure, tangential and axial velocity distributions on turbine performance are also investigated.

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중환자실 간호사의 간호행위 전.후 손씻기 수행율 비교 (Rates for Handwashing Adherence Before and After Nursing Contact in Intensive Care Units)

  • 김영중;김희승;장윤영
    • 기본간호학회지
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    • 제18권2호
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    • pp.195-200
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    • 2011
  • Purpose: The purpose of this study was to assess rates for handwashing adherence before and after nursing contact in intensive care units (ICU). Methods: The participants included 90 nurses working in intensive care units of an 800-bed university-affiliated hospital in Gyeonggi Province and 2000-bed university-affiliated hospital in Seoul. Time for handwashing was calculated using the average number of handwashings during an 8-hour day shift. Nursing contact was based on indications as defined by the Centers for Disease Control and Prevention (CDC, 2002). Data were analyzed using frequency, percent, t-test and ${\chi}^2$-test. Results: During an 8-hour day shift, the average number of times that hands were washed was 25.0. The rates were significantly lower before the nursing contact than after the nursing contact when it involved sectioning, observation or contact with a wound, cleaning enteric feeding bag, physical exam, use of gloves, or contact with contaminants. Conclusions: The results indicate that as handwashing rates were significantly lower before nursing contacts than after nursing contacts, there is need to develop strategies to address this deficiency in handwashing.

Indolent B-Cell Lymphoid Malignancy in the Spleen of a Man Who Handled Benzene: Splenic Marginal Zone Lymphoma

  • Lee, Jihye;Kang, Young Joong;Ahn, Jungho;Song, Seng-Ho
    • Safety and Health at Work
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    • 제8권3호
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    • pp.315-317
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    • 2017
  • We present the case of a 45-year-old man with a history of benzene exposure who developed splenic marginal zone lymphoma. For 6 years, he had worked in an enclosed space cleaning instruments with benzene. He was diagnosed with splenic marginal zone lymphoma 19 years after retirement. During his time of working in the laboratory in the 1980s, working environments were not monitored for hazardous materials. We indirectly estimated the cumulative level of past benzene exposure using job-exposure matrices and technical assumptions. Care must be taken in investigating the relevance of occupational benzene exposure in the occurrence of indolent B-cell lymphoma. Because of the long latency period and because occupational measurement data do not exist for the period during the patient's exposure, the epidemiological impact of benzene exposure may be underestimated.

기반 Connected System을 이용한 농축산물정보시스템 구축 (A Study on the Development of Agricultural and Stockbreeding Products Information System Using IOT Based Connected System IOT)

  • 이성하;박철주
    • 한국인공지능학회지
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    • 제5권2호
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    • pp.26-42
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    • 2017
  • This study perceived that there are limits to prompt and accurate monitoring when an accident occurs and the correct information of egg production stage, such as the date of spawning, cleaning, and refrigerating cannot be identified, since eggshell codes using barcode only show numbers identifying a city and province and the name of producers. To fix this problem, this study partially suggested the RFID (Radio Frequency Identification) technology and IoT-based Connected System. The proposed system in this study shares data with related agencies as the system of agricultural and livestock product information runs as the main server, and the database information of the proposed system is provided by farmhouses, distributors, and sellers. Through various media such as a webpage or mobile application built to provide the relevant information, customers can search and obtain information about agricultural and livestock products they want. Since the information on an entire process is open to the public, information ranging from simple to clear, additional ones such as hazardous elements can be viewed.