A decision-making method for reservoir operation schemes based on deep learning and whale optimization algorithm.

ABSTRACT: Reservoir operation is an important part of basin water resources management. The rational use of reservoir operation scheme can not only enhance the capacity of flood control and disaster reduction in the basin, but also improve the efficiency of water use and give full play to the comprehensive role the reservoir. The conventional decision-making method of reservoir operation scheme is computationally large, subjectivity and difficult to capture the nonlinear relationship. To solve these problems, this paper proposes a reservoir operation scheme decision-making model IWGAN-IWOA-CNN based on artificial intelligence and deep learning technology. In view of the lack of data in the original reservoir operation scheme and the limited improvement of data characteristics by the traditional data

SUBMITTER: Hu Q 

PROVIDER: S-EPMC10079899 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature