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Real-time quantification of activated sludge concentration and viscosity through deep learning of microscopic images

Hewen Li Yu Tao Tiefu Xu Hongcheng Wang Min Yang Ying Chen Aijie Wang

Environmental Science and Ecotechnology2025，Vol.24Issue(2)：P.95-103,9.

Environmental Science and Ecotechnology2025，Vol.24Issue(2)：P.95-103,9.DOI:10.1016/j.ese.2025.100527

Real-time quantification of activated sludge concentration and viscosity through deep learning of microscopic images

Hewen Li ¹Yu Tao ¹Tiefu Xu ²Hongcheng Wang ¹Min Yang ¹Ying Chen ¹Aijie Wang¹

作者信息

1. School of Eco-Environment,Harbin Institute of Technology,Shenzhen,518055,China
2. School of Civil Engineering,Heilongjiang University,Harbin,150080,China
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摘要

关键词

Activated sludge/MLSS/Viscosity/Image/Deep learning

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资源环境

引用本文复制引用

Hewen Li,Yu Tao,Tiefu Xu,Hongcheng Wang,Min Yang,Ying Chen,Aijie Wang..Real-time quantification of activated sludge concentration and viscosity through deep learning of microscopic images[J].Environmental Science and Ecotechnology,2025,24(2):P.95-103,9.

基金项目

supported by the National Natural Science Foundation of China(Grant Nos.52321005,52293443,52230004) （Grant Nos.52321005,52293443,52230004）

Shenzhen Science and Technology Program(Grant No.KQTD20190929172630447) （Grant No.KQTD20190929172630447）

Shenzhen Key Research Project(Grant No.GXWD20220817145054002) （Grant No.GXWD20220817145054002）

Talent Recruitment Project of Guangdong(Grant No.2021QN020106). （Grant No.2021QN020106）

Environmental Science and Ecotechnology

ISSN：2666-4984

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