Design of a Soft Sensor Based on Long Short-Term Memory Artificial Neural Network (LSTM) for Wastewater Treatment Plants

Design of a Soft Sensor Based on Long Short-Term Memory Artificial Neural Network (LSTM) for Wastewater Treatment Plants

Assessment of wastewater effluent quality in terms of physicochemical and microbial parameters is a difficult task; therefore, an online method which combines the variables and represents a final value as the quality index could be used as a useful management tool for decision makers. However, conve...

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Bibliographic Details
Main Authors: Roxana Recio-Colmenares, Elizabeth León Becerril, Kelly Joel Gurubel Tun, Robin F. Conchas
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Sensors
Subjects:
wastewater treatment
soft sensors
LSTM
quality index
organic substrates
Online Access:https://www.mdpi.com/1424-8220/23/22/9236

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