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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Bibliographic Details
Main Author: Oliveira, Pedro (author)
Other Authors: Fernandes, Bruno (author), Aguiar, Francisco (author), Pereira, M. A. (author), Analide, Cesar (author), Novais, Paulo (author)
Format: conferencePaper
Language:eng
Published: 2020
Subjects:
Deep Learning
Wastewater Treatment Plants
Influent flow
Long Short-Term Memory Networks
Convolutional Neural Networks
Online Access:http://hdl.handle.net/1822/71276
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/71276

Internet

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

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