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상수도시스템에서 엔트로피 기반 현장 천이데이터 분석을 통한 압력 센서의 성능평가에 대한 연구 KCI 등재

The entropy based evaluation for pressure sensor using field transient data in a water distribution system

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상하수도학회지 (Journal of the Korean Society of Water and Wastewater)
대한상하수도학회 (Korean Society Of Water And Wastewater)
초록

The pressure sensor had been widely used to effectively monitor the flow status of the water distribution system for ensuring the reliable water supply to urban residents for providing the prompt response to potential issues such as burst and leakage. This study aims to present a method for evaluating the performance of pressure sensors in an existing water distribution system using transient data from a field pipeline system. The water distribution system in Y District, D Metropolitan City, was selected for this research. The pressure data was collected using low-accuracy pressure sensors, capturing two types of data: daily data with 1Hz and high-frequency recording data (200 Hz) according to specific transient events. The analysis of these data was grounded in the information theory, introducing entropy as a measure of the information content within the signal. This method makes it possible to evaluate the performance of pressure sensors, including identifying the most sensitive point from daily data and determining the possible errors in data collected from designated pressure sensors.

목차
ABSTRACT
1. 서 론
2. 연구방법 및 연구재료
    2.1 압력센서 성능평가에서의 정보이론
    2.2 천이류기반 압력데이터 획득을 위한 현장 상수도시스템
3. 연구결과 및 고찰
    3.1 엔트로피 기반 데이터분석을 위한 원시 압력데이터 획득
    3.2 일일 데이터에 대한 엔트로피 분석 기반 압력센서민감도 분석
    3.3 천이류 기록 데이터에 대한 엔트로피 분석 기반데이터의 오염성 판별
4. 결과에 대한 토의
5. 결 론
사 사
References
저자
  • 고동원(부산대학교 사회환경시스템공학과) | Dongwon Ko (Department of Civil and Environmental Engineering, Pusan National University)
  • 이정섭(부산대학교 사회환경시스템공학과) | Jeongseop Lee (Department of Civil and Environmental Engineering, Pusan National University)
  • 김광주(한국전자통신연구원 대경권연구센터) | Kwangju Kim (Daegu-Gyeongbuk Research Center, Electronics and Telecommunications Research Institute (ETRI))
  • 배현수(한국전자통신연구원 대경권연구센터) | Hyansu Bae (Daegu-Gyeongbuk Research Center, Electronics and Telecommunications Research Institute (ETRI))
  • 김상현(부산대학교 사회환경시스템공학과) | Sanghyun Kim (Department of Civil and Environmental Engineering, Pusan National University) Corresponding author