Predicting water quality in municipal water management systems using a hybrid deep learning model

Increasing municipal waste generation puts more and more municipal water resources at high risk. Accurate prediction of water quality becomes critical for effective protection of the water resources. Due to the nonlinear and non-stationary characteristics of water quality data of the municipal water...

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Veröffentlicht in:	Engineering applications of artificial intelligence Jg. 133; S. 108420
Hauptverfasser:	Luo, Wenxian, Huang, Leijun, Shu, Jiabin, Feng, Hailin, Guo, Wenjie, Xia, Kai, Fang, Kai, Wang, Wei
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.07.2024
Schlagworte:	Attention mechanism Convolutional neural network Encoder–decoder structure Long short-term memory Multi-step prediction Water quality Long short-term memory Attention mechanism Multi-step prediction Convolutional neural network Encoder–decoder structure Water quality
ISSN:	0952-1976, 1873-6769
Online-Zugang:	Volltext
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