Enhancing effluent quality prediction in wastewater treatment plants through the integration of factor analysis and machine learning.

Lv, Jiaqiang; Du, Lili; Lin, Hongyong; Wang, Baogui; Yin, Wanxin; Song, Yunpeng; Chen, Jiaji; Yang, Jixian; Wang, Aijie; Wang, Hongcheng

Lv, Jiaqiang; Du, Lili; Lin, Hongyong; Wang, Baogui; Yin, Wanxin; Song, Yunpeng; Chen, Jiaji; Yang, Jixian; Wang, Aijie; Wang, Hongcheng.

Afiliación

Lv J; State Key Laboratory of Urban Water Resource and Environment, School of Environment, Harbin Institute of Technology, Harbin 150090, China; School of Civil and Environmental Engineering, Harbin Institute of Technology Shenzhen, Shenzhen 518055, China.
Du L; Central Plains Environmental Protection Co., LCD., Zhengzhou 450000, China.
Lin H; Central Plains Environmental Protection Co., LCD., Zhengzhou 450000, China.
Wang B; Central Plains Environmental Protection Co., LCD., Zhengzhou 450000, China.
Yin W; College of the Environment, Liaoning University, Shenyang 110036, China.
Song Y; State Key Laboratory of Urban Water Resource and Environment, School of Environment, Harbin Institute of Technology, Harbin 150090, China.
Chen J; Sino-Danish Center for Education and Research, University of Chinese Academy of Sciences, Beijing, China.
Yang J; State Key Laboratory of Urban Water Resource and Environment, School of Environment, Harbin Institute of Technology, Harbin 150090, China.
Wang A; State Key Laboratory of Urban Water Resource and Environment, School of Environment, Harbin Institute of Technology, Harbin 150090, China; School of Civil and Environmental Engineering, Harbin Institute of Technology Shenzhen, Shenzhen 518055, China.
Wang H; State Key Laboratory of Urban Water Resource and Environment, School of Environment, Harbin Institute of Technology, Harbin 150090, China; School of Civil and Environmental Engineering, Harbin Institute of Technology Shenzhen, Shenzhen 518055, China. Electronic address: wanghongcheng@hit.edu.cn.

Bioresour Technol ; 393: 130008, 2024 Feb.

Article en En | MEDLINE | ID: mdl-37984668

Asunto(s)

Aguas Residuales; Purificación del Agua; Nitratos/análisis; Nitrógeno/análisis; Análisis Factorial; Eliminación de Residuos Líquidos

Palabras clave

Factor analysis; Interpretability analysis; Machine learning; Nitrogenous pollutant prediction; Wastewater treatment

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Purificación del Agua / Aguas Residuales Idioma: En Revista: Bioresour Technol Asunto de la revista: ENGENHARIA BIOMEDICA Año: 2024 Tipo del documento: Article País de afiliación: China Pais de publicación: Reino Unido

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