Construction of machine learning model driven by attention mechanism for AnMBR membrane fouling prediction

Anaerobic membrane bioreactor(AnMBR) is a very effective wastewater resource treatment process, while membrane fouling can lead to the increase of transmembrane pressure(TMP), affecting operational performance and membrane life. A machine learning model (CNN-GRU-AM) combined with convolutional neura...

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Detalhes bibliográficos

Principais autores:	XIE Boxun, ZHAO Haicen, CHEN Jie, ZHANG Meng, ZHANG Xinbo
Formato:	Artigo
Idioma:	Chinês
Publicado em:	Editorial Office of Industrial Water Treatment 2025-09-01
coleção:	Gongye shui chuli
Assuntos:	anaerobic membrane bioreactor machine learning feature selection attention mechanism membrane fouling
Acesso em linha:	https://www.iwt.cn/CN/rich_html/10.19965/j.cnki.iwt.2024-0719
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