water distribution systems;
performance;
DBPs;
multiobjective optimization;
NSGA-II;
CHLORINE DEMAND;
DEGRADATION;
DECAY;
D O I:
10.1080/1573062X.2014.939093
中图分类号:
TV21 [水资源调查与水利规划];
学科分类号:
081501 ;
摘要:
To comprehensively describe the effect of residual chlorine and disinfection by-products (DBPs) on water quality in water distribution systems (WDS) and optimize rechlorination cost, this study developed a multi-objective optimization model of water quality and rechlorination cost. Firstly, chlorine decay and DBPs formation were simulated using EPANET_MSX. An improved non-dominated sorting genetic algorithm II (NSGA-II) with real code was used to optimize the multiobjective model and Pareto fronts could be obtained under different conditions. The results showed that Pareto fronts obtained by average value were better than those obtained by standard deviation and multiplication. Moreover, with the number of boosters increased, maximum value of water quality increased and rechlorination cost decreased. Wall chlorine decay constants were the most important on Pareto fronts, followed by the number of chlorination nodes, proportional coefficients of trihalomethanes (THMs) generation based on residual chlorine consumption, and THMs concentration.
机构:
Technion Israel Inst Technol, Fac Civil & Environm Engn, IL-32000 Haifa, IsraelTechnion Israel Inst Technol, Fac Civil & Environm Engn, IL-32000 Haifa, Israel
Ostfeld, Avi
Oliker, Nurit
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Technion Israel Inst Technol, Fac Civil & Environm Engn, IL-32000 Haifa, IsraelTechnion Israel Inst Technol, Fac Civil & Environm Engn, IL-32000 Haifa, Israel
Oliker, Nurit
Salomons, Elad
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OptiWater, IL-34385 Haifa, IsraelTechnion Israel Inst Technol, Fac Civil & Environm Engn, IL-32000 Haifa, Israel
机构:
Gdansk Univ Technol, Fac Elect & Control Engn, Dept Control Syst Engn, PL-80233 Gdanks, PolandGdansk Univ Technol, Fac Elect & Control Engn, Dept Control Syst Engn, PL-80233 Gdanks, Poland
Kurek, Wojciech
Ostfeld, Avi
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Technion Israel Inst Technol, Fac Civil & Environm Engn, IL-32000 Haifa, IsraelGdansk Univ Technol, Fac Elect & Control Engn, Dept Control Syst Engn, PL-80233 Gdanks, Poland
机构:
Univ British Columbia, Dept Civil Engn, 2329 West Mall, Vancouver, BC V6T 1Z4, CanadaUniv British Columbia, Dept Civil Engn, 2329 West Mall, Vancouver, BC V6T 1Z4, Canada
Lence, B. J.
Moosavian, N.
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Univ British Columbia, Dept Civil Engn, 2329 West Mall, Vancouver, BC V6T 1Z4, CanadaUniv British Columbia, Dept Civil Engn, 2329 West Mall, Vancouver, BC V6T 1Z4, Canada
Moosavian, N.
Daliri, H.
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Univ British Columbia, Dept Civil Engn, 2329 West Mall, Vancouver, BC V6T 1Z4, CanadaUniv British Columbia, Dept Civil Engn, 2329 West Mall, Vancouver, BC V6T 1Z4, Canada
机构:
KWR Water Res Inst, Water Infrastruct Team, Groningenhaven 7, NL-3433 PE Nieuwegein, Netherlands
Univ Pavia, Dept Civil Engn & Architecture, Via Ferrata 3, I-27100 Pavia, Italy
Univ Cassino & Southern Lazio, Dept Civil & Mech Engn, Via Biasio 43, I-03043 Cassino, ItalyKWR Water Res Inst, Water Infrastruct Team, Groningenhaven 7, NL-3433 PE Nieuwegein, Netherlands
Quintiliani, Claudia
Marquez-Calvo, Oscar
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Inst Water Educ, IHE Delft, Hydroinformat Chair Grp, POB 3015, NL-2601 DA Delft, NetherlandsKWR Water Res Inst, Water Infrastruct Team, Groningenhaven 7, NL-3433 PE Nieuwegein, Netherlands
Marquez-Calvo, Oscar
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Alfonso, Leonardo
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Di Cristo, Cristiana
Leopardi, Angelo
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Univ Cassino & Southern Lazio, Dept Civil & Mech Engn, Via G Di Biasio 43, I-03043 Cassino, ItalyKWR Water Res Inst, Water Infrastruct Team, Groningenhaven 7, NL-3433 PE Nieuwegein, Netherlands
Leopardi, Angelo
Solomatine, Dimitri P.
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机构:
Inst Water Educ, IHE Delft, Hydroinformat Chair Grp, POB 3015, NL-2601 DA Delft, Netherlands
Delft Univ Technol, Water Resources Sect, Postbus 5, NL-2600 AA Delft, Netherlands
RAS, Water Problems Inst, Gubkina St 3, Moscow 119333, RussiaKWR Water Res Inst, Water Infrastruct Team, Groningenhaven 7, NL-3433 PE Nieuwegein, Netherlands
Solomatine, Dimitri P.
De Marinis, Giovanni
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Univ Cassino & Southern Lazio, Dept Civil & Mech Engn, Via G Di Biasio 43, I-03043 Cassino, ItalyKWR Water Res Inst, Water Infrastruct Team, Groningenhaven 7, NL-3433 PE Nieuwegein, Netherlands
机构:
Technion Israel Inst Technol, Fac Civil & Environm Engn, IL-32000 Haifa, IsraelTechnion Israel Inst Technol, Fac Civil & Environm Engn, IL-32000 Haifa, Israel
Zeidan, Mohamad
Li, Pu
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Tech Univ Ilmenau, Inst Automat & Syst Engn, Proc Optimizat Grp, D-98693 Ilmenau, GermanyTechnion Israel Inst Technol, Fac Civil & Environm Engn, IL-32000 Haifa, Israel
Li, Pu
Ostfeld, Avi
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Technion Israel Inst Technol, Fac Civil & Environm Engn, IL-32000 Haifa, IsraelTechnion Israel Inst Technol, Fac Civil & Environm Engn, IL-32000 Haifa, Israel
机构:
Univ Adelaide, Sch Civil Environm & Min Engn, Adelaide, SA 5005, AustraliaUniv Adelaide, Sch Civil Environm & Min Engn, Adelaide, SA 5005, Australia
Wu, Wenyan
Maier, Holger R.
论文数: 0引用数: 0
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Univ Adelaide, Sch Civil Environm & Min Engn, Adelaide, SA 5005, AustraliaUniv Adelaide, Sch Civil Environm & Min Engn, Adelaide, SA 5005, Australia
Maier, Holger R.
Simpson, Angus R.
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Univ Adelaide, Sch Civil Environm & Min Engn, Adelaide, SA 5005, AustraliaUniv Adelaide, Sch Civil Environm & Min Engn, Adelaide, SA 5005, Australia