Using response surface methodology (RSM) forleakage detection in water distribution net work
Publish Year: 1402
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
CARSE07_244
تاریخ نمایه سازی: 5 تیر 1402
Abstract:
Water quality security is a critical concern in water distribution systems (WDSs) due to theirvulnerability to contamination intrusion events. To ensure timely and effective detection ofun/intentional intrusion events, extensive research has been conducted to develop leakagedetection and localization methodologies. Model-based methods have been accepted aspromising approaches in detecting leaks within water distribution systems. This paperproposes a novel leakage detection model based on the network hydraulic model. Theproposed methodology utilizes mathematical modeling employing the response surfacemethodology (RSM) for leakage detection. Furthermore, RSM offers the capability to assesssensor placement. The effectiveness of the proposed methodology is demonstrated using abenchmark dataset for leakage diagnosis. The results proved that the proposed methodperforms well with a high accuracy. In conclusion, this study not only presents a novel leakagedetection model but also introduces a new approach for evaluating sensor placement,contributing to the advancement of water quality security in WDSs.
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Authors
Masoud Rabieian
PhD student, Department of Environmental Engineering, Faculty of Civil Engineering,Babol Noshirvani University of Technology, Babol, Iran
Amirhossein Khourshidi
MSc. Student of Civil and Environmental Engineering, Babol Noshirvani University ofTechnology,۴۷۱۴۸-۷۱۱۶۷, Babol, Iran
Mohsen Taghavijeloudar
PhD of Environment Engineering, Department of Civil and EnvironmentalEngineering, Seoul National University, ۱۵۱‑۷۴۴ Seoul, South Korea,