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Machine learning for membrane bioreactor research:principles,methods,applications,and a tutorial: 《Frontiers of Environmental Science & Engineering》2025年第3期119-144,共26页Yizhe Lai Kang Xiao Yifan He Xian Liu Jihua Tan Wenchao Xue Aiqian Zhang Xia Huang; supported by the National Natural Science Foundation of China(No.52370059);the Beijing Natural Science Foundation(No.JQ22027);the Fundamental Research Funds for the Central Universities(No.E2EG0502X2).; Membrane fouling poses a significant challenge to the sustainable development of membrane bioreactor(MBR)technologies for wastewater treatment.The accurate prediction of the membrane filtration process is of great imp...; 关键词：Membrane bioreactor Machine learning Pollutant removal Membrane fouling Model prediction

Portable fluorescence instrument for detecting membrane integrity in membrane bioreactor (MBR): 《Frontiers of Environmental Science & Engineering》2024年第2期121-131,共11页Yang Yu Changchun Xin Yuxiang Liu Fei Gao Lei Zhang Hui Jia Jie Wang; supported by the Research Agricultural Project of Tianjin(China)(No.JBGG202207)the support of Cangzhou Institute of Tiangong University(China)(No.TGCYY-F-0103);Beijing Nova Program(China)(No.Z201100006820040).; This study proposed the design, fabrication, and assembly of membrane integrity detection instruments in membrane bioreactors (MBR) based on fluorescence spectroscopy. Based on the PARAFAC model, we found that the pea...; 关键词：Membrane integrity Fluorescence spectrum Portable instrument Membrane bioreactor

Techno-economic characteristics of wastewater treatment plants retrofitted from the conventional activated sludge process to the membrane bioreactor process被引量：4: 《Frontiers of Environmental Science & Engineering》2022年第4期111-123,共13页Tingwei Gao Kang Xiao Jiao Zhang Wenchao Xue Chunhai Wei Xiaoping Zhang Shuai Liang Xiaomao Wang Xia Huang; This study was sponsored by the Beijing Natural Science Foundation(No.L182044);Youth Innovation Promotion Association CAS(No.2019172).; While a growing number of wastewater treatment plants(WWTPs)are being retrofitted from the conventional activated sludge(CAS)process to the membrane bioreactor(MBR)process,the debate on the techno-economy of MBR vs.CA...; 关键词：Membrane bioreactor(MBR) Conventional activated sludge(CAS) Cost-benefit analysis Data envelopment analysis Net profit

Metabolic uncoupler,3,3’,4’,5-tetrachlorosalicylanilide addition for sludge reduction and fouling control in a gravity-driven membrane bioreactor被引量：2: 《Frontiers of Environmental Science & Engineering》2020年第6期53-64,共12页An Ding Yingxue Zhao Huu Hao Ngo Langming Bai Guibai Li Heng Liang Nanqi Ren Jun Nan; This work was jointly supported by the National Natural Science Foundation of China(Grant No.51608150);the Open Project of State Key Laboratory of Urban Water Resource and Environment,Harbin Institute of Technology(No.ES201810-02);the Natural Science Foundation of Heilongjiang Province(No.E2017042);the Natural Science Foundation of Harbin(No.2017RAQXJ206);special support from the China Postdoctoral Fund(No.2018T110303);special support from the Heilongjiang Postdoctoral Found(No.LBH-TZ14).; The gravity-driven membrane bioreactor(MBR)system is promising for decentralized sewage treatment because of its low energy consumption and maintenance requirements.However,the growing sludge not only increases membra...; 关键词：Gravity-driven membrane(GDM) Energy uncoupling Permeability Sludge reduction Membrane fouling Fouling layer

Effects of hydraulic retention time on net present value and performance in a membrane bioreactor treating antibiotic production wastewater被引量：2: 《Frontiers of Environmental Science & Engineering》2020年第6期109-121,共13页Dawei Yu Jianxing Wang Libin Zheng Qianwen Sui Hui Zhong Meixue Cheng Yuansong Wei; This work was supported by the National Key Research and Development Program of China(No.2016YFD0501405);National Natural Science Foundation of China(Grant No.21677161);Major Science&Technology Program for Water Pollution Control and Treatment of China(Nos.2017ZX07102-002 and 2018ZX07105-001).; A cost sensitivity analysis was performed for an industrial membrane bioreactor to quantify the effects of hydraulic retention times and related operational parameters on cost.Different hydraulic retention times(72-24...; 关键词：Antibiotic production wastewater Net present value Membrane bioreactor Hydraulic retention time Pollutant removal

Energy reduction of a submerged membrane bioreactor using a polytetrafluoroethylene （PTFE） hollow-fiber membrane: 《Frontiers of Environmental Science & Engineering》2018年第3期45-54,共10页Taro Miyoshi Thanh Phong Nguyen Terumi Tsumuraya Hiromu Tanaka Hiroki Itokawa Toshikazu Hashimoto; In this study, we modified a polytetrafluoroethylene （PTFE） hollow-fiber membrane element used for submerged membrane bioreactors （MBRs） to reduce the energy consumption during MBR processes. The high mechanical s...; 关键词：Energy-saving Membrane bioreactor Polytetrafluoroethylene （PTFE） membrane Hollow fiber Power consumption

Tetra-detector size exclusion chromatography characterization of molecular and solution properties of soluble microbial polysaccharides from an anaerobic membrane bioreactor被引量：1: 《Frontiers of Environmental Science & Engineering》2017年第2期165-174,共10页Qingbin Guo Sheng Chang; Characterization of the molecular properties of soluble microbial products （SMP） is critical for understanding the membrane filtration and fouling mechanisms in anaerobic and aerobic membrane bioreactors （AnMBR ＆ ...; 关键词：Soluble microbial productExtracellular polymeric substanceMembrane bioreactorMembrane foulingMolecular weightIntrinsic viscosity

Comparative experiment on treating digested piggery wastewater with a biofilm MBR and conventional MBR： simultaneous removal of nitrogen and antibiotics被引量：5: 《Frontiers of Environmental Science & Engineering》2017年第2期123-131,共9页Xiaoyan Song Rui Liu Lujun Chen Tomoki Kawagishi; A biofilm membrane bioreactor （BF-MBR） and a conventional membrane bioreactor （MBR） were parallelly operated for treating digested piggery wastewater. The removal performance of COD, TN, NH4＋-N, TP as well as ant...; 关键词：AlkalinityAntibioticsBiofilmDigested piggery wastewater （DPW）Membrane bioreactor

Engineering application of membrane bioreactor for wastewater treatment in China： Current state and future prospect被引量：32: 《Frontiers of Environmental Science & Engineering》2014年第6期805-819,共15页Kang XIAO Ying XU Shuai LIANG Ting LEI Jianyu SUN Xianghua WEN Hongxun ZHANG Chunsheng CHEN Xia HUANG; China has been the forerunner of large-scale membrane bioreactor （MBR） application. Since the first large-scale MBR （≥ 10 000 m^3·d^-1） was put into operation in 2006, the engineering implementation of MBR in Ch...; 关键词：membrane bioreactor (MBR) engineering application wastewater treatment REVIEW China

Bisphenol A removal from synthetic municipal wastewater by a bioreactor coupled with either a forward osmotic membrane or a microfiltration membrane unit: 《Frontiers of Environmental Science & Engineering》2013年第2期294-300,共7页Hongtao ZHU Wenna LI; Forward osmotic membrane bioreactor is an emerging technology that combines the advantages of forward osmosis and conventional membrane bioreactor. In this paper, bisphenol A removal by using a forward osmotic membran...; 关键词：forward osmosis membrane bioreactor bisphenol A MICROFILTRATION

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