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    Multiobjective Optimal Scheduling of Cascade Reservoirs with Interval Inflow Considered: Hybrid Framework Integrating Deep Learning Forecasting and Enhanced Heuristic Algorithms

    Source: Journal of Water Resources Planning and Management:;2026:;Volume ( 152 ):;issue: 007::page 04026016-1
    Author:
    Zhu, Zhihua
    ,
    Li, Haoran
    ,
    Tan, Zuowen
    ,
    Wang, Zhaocai
    DOI: 10.1061/JWRMD5.WRENG-7236
    Publisher: American Society of Civil Engineers
    Abstract: AbstractAs a core approach to optimizing water resource system management, multiobjective optimal operation of cascade reservoirs fundamentally addresses the engineering control problem of balancing multidimensional benefits under complex constraints. ...Practical ApplicationsThis study proposes a hybrid framework integrating deep learning and enhanced heuristic algorithms for cascade reservoir scheduling. The developed model optimizes power generation, output stability, and ecological flows, providing ...
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      Multiobjective Optimal Scheduling of Cascade Reservoirs with Interval Inflow Considered: Hybrid Framework Integrating Deep Learning Forecasting and Enhanced Heuristic Algorithms

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    https://yetl.yabesh.ir/yetl1/handle/yetl/4313971
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    contributor authorZhu, Zhihua
    contributor authorLi, Haoran
    contributor authorTan, Zuowen
    contributor authorWang, Zhaocai
    date accessioned2026-08-20T21:06:52Z
    date available2026-08-20T21:06:52Z
    date copyright2026/05/06
    date issued2026
    identifier otherJWRMD5.WRENG-7236.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4313971
    description abstractAbstractAs a core approach to optimizing water resource system management, multiobjective optimal operation of cascade reservoirs fundamentally addresses the engineering control problem of balancing multidimensional benefits under complex constraints. ...Practical ApplicationsThis study proposes a hybrid framework integrating deep learning and enhanced heuristic algorithms for cascade reservoir scheduling. The developed model optimizes power generation, output stability, and ecological flows, providing ...
    publisherAmerican Society of Civil Engineers
    titleMultiobjective Optimal Scheduling of Cascade Reservoirs with Interval Inflow Considered: Hybrid Framework Integrating Deep Learning Forecasting and Enhanced Heuristic Algorithms
    typeJournal Article
    journal volume152
    journal issue7
    journal titleJournal of Water Resources Planning and Management
    identifier doi10.1061/JWRMD5.WRENG-7236
    journal fristpage04026016-1
    journal lastpage04026016-14
    page14
    treeJournal of Water Resources Planning and Management:;2026:;Volume ( 152 ):;issue: 007
    contenttypeFulltext
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