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    Application of Interval Type-2 Fuzzy Linear Programming to Chlorine Injection in a Water Distribution System

    Source: Journal of Water Resources Planning and Management:;2025:;Volume ( 151 ):;issue: 002::page 04024064-1
    Author:
    Yumin Wang
    ,
    Weijian Ran
    DOI: 10.1061/JWRMD5.WRENG-6268
    Publisher: American Society of Civil Engineers
    Abstract: In this paper, an interval type-2 fuzzy linear programming (IT2FLP) model was proposed to deal with uncertainty in booster optimization of a water distribution system (WDS). The IT2FLP model was applied to two cases to verify the efficiency of the method on the booster cost optimization under uncertainty. After formulating the IT2FLP model, the injection mass and booster costs in a type-2 fuzzy set (T2FS) can be obtained. The effects of booster number and injection pattern on optimal results and nodal chlorine concentration were compared. The results indicated that the injection mass decreased with an increase of booster number. However, the booster costs may increase or decrease with the increase of booster number, which depends not only on the construction costs related to booster number, but also operation cost related to injection mass. In addition, the nodal average chlorine concentrations in the WDS become more uniform with the increase of booster number under injection pattern 1 as well as injection pattern 2. The results obtained can provide more information for managers to make boosters schemes under uncertainty.
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      Application of Interval Type-2 Fuzzy Linear Programming to Chlorine Injection in a Water Distribution System

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    http://yetl.yabesh.ir/yetl1/handle/yetl/4303864
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    • Journal of Water Resources Planning and Management

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    contributor authorYumin Wang
    contributor authorWeijian Ran
    date accessioned2025-04-20T10:01:48Z
    date available2025-04-20T10:01:48Z
    date copyright11/25/2024 12:00:00 AM
    date issued2025
    identifier otherJWRMD5.WRENG-6268.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4303864
    description abstractIn this paper, an interval type-2 fuzzy linear programming (IT2FLP) model was proposed to deal with uncertainty in booster optimization of a water distribution system (WDS). The IT2FLP model was applied to two cases to verify the efficiency of the method on the booster cost optimization under uncertainty. After formulating the IT2FLP model, the injection mass and booster costs in a type-2 fuzzy set (T2FS) can be obtained. The effects of booster number and injection pattern on optimal results and nodal chlorine concentration were compared. The results indicated that the injection mass decreased with an increase of booster number. However, the booster costs may increase or decrease with the increase of booster number, which depends not only on the construction costs related to booster number, but also operation cost related to injection mass. In addition, the nodal average chlorine concentrations in the WDS become more uniform with the increase of booster number under injection pattern 1 as well as injection pattern 2. The results obtained can provide more information for managers to make boosters schemes under uncertainty.
    publisherAmerican Society of Civil Engineers
    titleApplication of Interval Type-2 Fuzzy Linear Programming to Chlorine Injection in a Water Distribution System
    typeJournal Article
    journal volume151
    journal issue2
    journal titleJournal of Water Resources Planning and Management
    identifier doi10.1061/JWRMD5.WRENG-6268
    journal fristpage04024064-1
    journal lastpage04024064-14
    page14
    treeJournal of Water Resources Planning and Management:;2025:;Volume ( 151 ):;issue: 002
    contenttypeFulltext
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