Hybrid data driven approach based on ANNs-PCA for wastewater treatment plant performance assessment

Hybrid data driven approach based on ANNs-PCA for wastewater treatment plant performance assessment

In this paper, a data driven method to assess and predict performance of full scale urban activated sludge wastewater treatment plant (WWTP) is presented. The proposed hybrid approach consists of a combination of artificial neural networks (ANNs) and principal component analysis (PCA). Measurement r...

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Bibliographic Details
Main Authors: Redouane Elharbili, Tawfik El Moussaoui, Khalid El Ass, Mohamed Oussama Belloulid, Abdelhafid El Alaoui El Fels, Mohamed Yassine Samiri
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Cleaner Water
Subjects:
Wastewater
SDG6
WWTP
Performance
ANNs
PCA
Online Access:http://www.sciencedirect.com/science/article/pii/S2950263224000565
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http://www.sciencedirect.com/science/article/pii/S2950263224000565

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