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

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第一作者： Jiaqiang,Lv

第一单位： 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.

作者： Jiaqiang,Lv ^[1] ; Lili,Du ^[2] ; Hongyong,Lin ^[2] ; Baogui,Wang ^[2] ; Wanxin,Yin ^[3] ; Yunpeng,Song ^[4] ; Jiaji,Chen ^[5] ; Jixian,Yang ^[4] ; Aijie,Wang ^[1] ; Hongcheng,Wang ^[6]

作者单位： 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. ^[1] Central Plains Environmental Protection Co., LCD., Zhengzhou 450000, China. ^[2] College of the Environment, Liaoning University, Shenyang 110036, China. ^[3] State Key Laboratory of Urban Water Resource and Environment, School of Environment, Harbin Institute of Technology, Harbin 150090, China. ^[4] Sino-Danish Center for Education and Research, University of Chinese Academy of Sciences, Beijing, China. ^[5] 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. ^[6]

关键词 Factor analysis Interpretability analysis Machine learning Nitrogenous pollutant prediction Wastewater treatment

医学主题词水净化(Water Purification);硝酸盐类(Nitrates);氮(Nitrogen);因素分析, 统计学(Factor Analysis, Statistical);废弃物处理, 液体(Waste Disposal, Fluid)

DOI 10.1016/j.biortech.2023.130008

PMID 37984668

发布时间 2024-01-18

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准确一般字义偏差语意偏离译文作用小提交