Enhanced Performance of Wastewater Membrane Bioreactor Using Machine Learning Model’s Prediction and Optimization

Enhanced Performance of Wastewater Membrane Bioreactor Using Machine Learning Model’s Prediction and Optimization

This study aimed to enhance wastewater treatment at the Yongkang Water Resource Recovery Center by integrating mechanistic modeling results into machine learning (ML). We combined IoT sensor data from treatment processes with the mechanistic modeling results to develop a hybrid model using ML method...

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Bibliographic Details
Main Authors: Jia-Chi Jiang, Nien-Hsun Li, Mo Chen, Kuan-Chung Chen, Chih-Hua Chang
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Engineering Proceedings
Subjects:
IoT-based monitoring
smart wastewater treatment
machine learning
mechanistic model
water quality prediction
Online Access:https://www.mdpi.com/2673-4591/91/1/4
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