Water distribution system (WDS);
Fuzzy -interval sets (FIS);
Booster optimization;
Chlorine;
DISTRIBUTION NETWORKS;
MODEL;
CHLORINATION;
DISINFECTION;
REHABILITATION;
OPERATION;
LOCATION;
DESIGN;
INDEX;
D O I:
10.1016/j.jwpe.2022.103300
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Generally, boosters should be placed in water distribution system (WDS) to preserve the required residual disinfectant concentration at the far-ends. To cope with the fuzzy and interval uncertainties in the optimization of boosters, a mixed integer fuzzy-interval credibility-constrained programming (MIFICCP) model was formu-lated for disinfection booster design, location, and operation, which is solved by transforming the model into two linear sub-models. The results indicated that: The booster injection rates, operational injection costs (BCI), and booster capital costs (BCD) increased with the credibility levels; The lower and upper booster costs under fuzzy -interval set (FIS) with trapezoidal distribution are higher than FIS with triangular distribution for various credibility levels except for the credibility level of 0.5; With the increase of maximum booster number, the values of BCI decreased, the value of BCD increased, and the total costs may increase or decrease, which depend on the relative magnitude of BCI to the total costs. The results obtained can give more information for managers to make decisions on the booster strategies to uniform chlorine distribution along WDS scientifically and reasonably, especially under dual uncertainties of fuzzy and interval.
机构:
China Agr Univ, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R ChinaChina Agr Univ, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R China
Yue, Qiong
Zhang, Fan
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China Agr Univ, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R ChinaChina Agr Univ, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R China
Zhang, Fan
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Zhang, Chenglong
Zhu, Hua
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机构:
Univ Regina, Fac Grad Studies & Res, Regina, SK S4S 0A2, CanadaChina Agr Univ, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R China
Zhu, Hua
Tang, Yikuan
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机构:
China Agr Univ, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R ChinaChina Agr Univ, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R China
Tang, Yikuan
Guo, Ping
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机构:
China Agr Univ, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R ChinaChina Agr Univ, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R China
机构:
China Agr Univ, Coll Water Resources & Civil Engn, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R China
Natl Observat & Res Stn Oasis Agr Ecosyst, Wuwei, Gansu, Peoples R ChinaChina Agr Univ, Coll Water Resources & Civil Engn, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R China
Pan, Qi
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Zhang, Chenglong
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Guo, Shanshan
Sun, Hanshi
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h-index: 0
机构:
China Agr Univ, Coll Water Resources & Civil Engn, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R China
Natl Observat & Res Stn Oasis Agr Ecosyst, Wuwei, Gansu, Peoples R ChinaChina Agr Univ, Coll Water Resources & Civil Engn, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R China
Sun, Hanshi
Du, Jiayu
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h-index: 0
机构:
China Agr Univ, Coll Water Resources & Civil Engn, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R China
Natl Observat & Res Stn Oasis Agr Ecosyst, Wuwei, Gansu, Peoples R ChinaChina Agr Univ, Coll Water Resources & Civil Engn, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R China
Du, Jiayu
Guo, Ping
论文数: 0引用数: 0
h-index: 0
机构:
China Agr Univ, Coll Water Resources & Civil Engn, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R China
Natl Observat & Res Stn Oasis Agr Ecosyst, Wuwei, Gansu, Peoples R ChinaChina Agr Univ, Coll Water Resources & Civil Engn, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R China
机构:
China Agr Univ, Ctr Agr Water Res China, Coll Water Resources & Civil Engn, Tsinghuadong St 17, Beijing 100083, Peoples R ChinaChina Agr Univ, Ctr Agr Water Res China, Coll Water Resources & Civil Engn, Tsinghuadong St 17, Beijing 100083, Peoples R China
Li, Xuemin
Guo, Ping
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China Agr Univ, Ctr Agr Water Res China, Coll Water Resources & Civil Engn, Tsinghuadong St 17, Beijing 100083, Peoples R ChinaChina Agr Univ, Ctr Agr Water Res China, Coll Water Resources & Civil Engn, Tsinghuadong St 17, Beijing 100083, Peoples R China
Guo, Ping
Huo, Zailin
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机构:
China Agr Univ, Ctr Agr Water Res China, Coll Water Resources & Civil Engn, Tsinghuadong St 17, Beijing 100083, Peoples R ChinaChina Agr Univ, Ctr Agr Water Res China, Coll Water Resources & Civil Engn, Tsinghuadong St 17, Beijing 100083, Peoples R China
机构:
China Agr Univ, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R ChinaChina Agr Univ, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R China
机构:
Hebei Univ Engn, Sch Water & Hydroelect Power, Handan 056038, Peoples R China
Hebei Univ Engn, Hebei Key Lab Intelligent Water Conservancy, Handan 056038, Peoples R ChinaHebei Univ Engn, Sch Water & Hydroelect Power, Handan 056038, Peoples R China
Suo, Meiqin
Xia, Feng
论文数: 0引用数: 0
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机构:
Hebei Univ Engn, Sch Water & Hydroelect Power, Handan 056038, Peoples R China
Hebei Univ Engn, Hebei Key Lab Intelligent Water Conservancy, Handan 056038, Peoples R ChinaHebei Univ Engn, Sch Water & Hydroelect Power, Handan 056038, Peoples R China
Xia, Feng
Fan, Yurui
论文数: 0引用数: 0
h-index: 0
机构:
Brunel Univ London, Dept Civil & Environm Engn, London UB8 3PH, EnglandHebei Univ Engn, Sch Water & Hydroelect Power, Handan 056038, Peoples R China