A deep learning approach to forecast the influent flow in wastewater treatment plants

For the management and operation of a Wastewater Treatment Plant (WWTP), the influent flow is one of the most important variables. Hence, this paper presents an evaluation of multiple Deep Learning models to forecast the influent flow in WWTPs for the next three days, taking into account previous in...

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Detalhes bibliográficos
Autor principal: Oliveira, Pedro (author)
Outros Autores: Fernandes, Bruno (author), Aguiar, Francisco (author), Pereira, M. A. (author), Analide, Cesar (author), Novais, Paulo (author)
Formato: conferencePaper
Idioma:eng
Publicado em: 2020
Assuntos:
Deep Learning
Wastewater Treatment Plants
Influent flow
Long Short-Term Memory Networks
Convolutional Neural Networks
Texto completo:http://hdl.handle.net/1822/71276
País:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/71276

Texto Completo

http://hdl.handle.net/1822/71276

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