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...

Celý popis

Podrobná bibliografie

Vydáno v:	Engineering applications of artificial intelligence Ročník 133; s. 108420
Hlavní autoři:	Luo, Wenxian, Huang, Leijun, Shu, Jiabin, Feng, Hailin, Guo, Wenjie, Xia, Kai, Fang, Kai, Wang, Wei
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.07.2024
Témata:	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
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!