Using response surface methodology (RSM) forleakage detection in water distribution net work
- سال انتشار: 1402
- محل انتشار: هفتمین کنفرانس بین المللی پژوهش های کاربردی در علوم و مهندسی
- کد COI اختصاصی: CARSE07_244
- زبان مقاله: انگلیسی
- تعداد مشاهده: 148
نویسندگان
PhD student, Department of Environmental Engineering, Faculty of Civil Engineering,Babol Noshirvani University of Technology, Babol, Iran
MSc. Student of Civil and Environmental Engineering, Babol Noshirvani University ofTechnology,۴۷۱۴۸-۷۱۱۶۷, Babol, Iran
PhD of Environment Engineering, Department of Civil and EnvironmentalEngineering, Seoul National University, ۱۵۱‑۷۴۴ Seoul, South Korea,
چکیده
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.کلیدواژه ها
Pipe damage, Response surface methodology, Leakage detection, waterdistribution net workاطلاعات بیشتر در مورد COI
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