Leveraging Deep Learning and Rolling Simulation for Adaptive Reservoir Operation Under Uncertainty

Leveraging Deep Learning and Rolling Simulation for Adaptive Reservoir Operation Under Uncertainty

Reservoir operation rules play a crucial role in reservoirs’ scientific management and safe operation, which can provide reliable scheduling guidance information for decision-makers. Existing reservoir operation rules derived from implicit stochastic optimization methods often fail to acc...

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Bibliographic Details
Main Authors: Zheng Jiang, Guanjun Liu, Hui Qin, Lei Wang, Yongsheng Jie, Chenghong Li
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Reservoir operation
rule derivation
rolling simulation strategy
deep learning
Guangzhou reservoir
Online Access:https://ieeexplore.ieee.org/document/10776949/
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https://ieeexplore.ieee.org/document/10776949/

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