Multi-period consequence management of contaminations in water distribution networks: application of regret-based optimization model

Fariborz Masoumi*, Negin Zafari, Banafsheh Nematollahi, Mohammad Reza Nikoo

*المؤلف المقابل لهذا العمل

نتاج البحث: المساهمة في مجلةArticleمراجعة النظراء

1 اقتباس (Scopus)

ملخص

This study presents a Regret-based optimization model for multi-period consequence management of contaminations entering the WDNs considering the pollutants loads’ entry uncertainties. For this purpose, first, the EPANET software is utilized as a water quality-quantity simulation modeling tool. Then, an optimization model based on a genetic algorithm using the primary objective functions of minimizing the return time of the contaminated WDNs to the normal mode, the amount of pollution, and the number of polluted nodes. Besides, the pollutant load-related uncertainties are included in the presented simulation-optimization model by minimizing the maximum Regret (MMR) and the total Regret (MTR) in two steady and dynamic status for all three mentioned objective functions. Using these nine objective functions, three management instruments are utilized: quick closing valves, discharging hydrants, and boosting pumps. The results show that the proposed model can effectively prevent harmful pollution by offering effective management strategies, mainly in dynamic status scenarios.

اللغة الأصليةEnglish
الصفحات (من إلى)100-111
عدد الصفحات12
دوريةUrban Water Journal
مستوى الصوت20
رقم الإصدار1
المعرِّفات الرقمية للأشياء
حالة النشرPublished - 2023

ASJC Scopus subject areas

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