Novel PCA-driven extreme machine learning for comprehensive modelling of metropolitan wastewater treatment systems
This study models metropolitan wastewater treatment plants (MWWTPs) in Kolkata using an Extreme Learning Machine (ELM) combined with Principal Component Analysis (PCA). PCA reduces input data dimensionality, while ELM enhances predictive accuracy. The proposed PCA-ELM model significantly outperforms...
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Main Authors: | , , , |
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Format: | Article |
Language: | English |
Published: |
Elsevier
2025-01-01
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Series: | Desalination and Water Treatment |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S1944398625000530 |
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