Research on water quality prediction based on PE-CNN-GRU hybrid model

Sewage treatment is a complex and nonlinear process. In this paper, a prediction method based on convolutional neural network (CNN) and gated recurrent unit (GRU) hybrid neural network is proposed for the prediction of dissolved oxygen concentration in sewage treatment. Firstly, akima 's method...

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Bibliographic Details
Main Authors: Zhang Langlang, Xie Jun, Liu Xinxiu, Zhang Wenbo, Geng Pan
Format: Article
Language:English
Published: EDP Sciences 2023-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/30/e3sconf_eppct2023_02014.pdf