Online Burst Detection and Location of Water Distribution Systems and Its Practical Applications
2015 · Journal of Water Resources Planning and Management
저자
Shin Je Lee, Gibaek Lee, Jung Chul Suh, 이종민 (Jong Min Lee)
연구주제
Water Systems and Optimization · Fault Detection and Control Systems · Structural Integrity and Reliability Analysis
NTIS 과학기술표준분류
가장 가까운 분류(환경 > 물관리 > 관망 최적 관리기술)가 화학·화공 범위 밖이다. 배정 근거: AI 키워드가 잡은 NTIS 과제의 분류.
AI 연구 키워드·방법
burst localization pipe burst detection 상수도 관망
cumulative sum control chart wavelet transform
키워드 (OpenAlex)
burst detection water distribution systems water pipe networks pressure transients CUSUM wavelet transform online monitoring
초록
A novel methodology is proposed to detect and locate bursts in water pipe networks. Conventional detection methods include a cumulative sum (CUSUM) and a wavelet transform (WT). However, the CUSUM has a problem of slow response and the WT is sensitive to signal transitions. In this work, two algorithms are integrated to effectively detect sudden pressure changes of water pipe networks. A network node matrix is also proposed to systematically represent the candidate locations of bursts. The developed burst detection and location system is validated with real field data obtained from simulated bursts by opening hydrant valves for simple and complex pipe networks and the result shows better performance than previous works.
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교수 1
연구주제 1
Water Systems and Optimization