2022
DOI: 10.1016/j.scitotenv.2021.151109
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Modeling, simulation and control of biological and chemical P-removal processes for membrane bioreactors (MBRs) from lab to full-scale applications: State of the art

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Cited by 24 publications
(9 citation statements)
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“…Recovering average cost for each P removal structure allows us to compare these structures to other technologies. For example, it is estimated that removal of P in wastewater treatment plants varies between $88 and 1760 per kg of P removed. , The wide range of costs reflects the different technologies, influent P concentration, and scale of wastewater treatment. Stormwater treatment areas, a reliable BMP to reduce total P loads, have a reported average cost of $921 per kg of P removed .…”
Section: Methodsmentioning
confidence: 99%
“…Recovering average cost for each P removal structure allows us to compare these structures to other technologies. For example, it is estimated that removal of P in wastewater treatment plants varies between $88 and 1760 per kg of P removed. , The wide range of costs reflects the different technologies, influent P concentration, and scale of wastewater treatment. Stormwater treatment areas, a reliable BMP to reduce total P loads, have a reported average cost of $921 per kg of P removed .…”
Section: Methodsmentioning
confidence: 99%
“…Consequently, the optimization and design of these membrane processes will become increasingly effortless and efficient in the next decades. The utilization of AI-based models in membrane processes for water and wastewater treatment offers numerous prospects for improving environmental systems in the future [ 28 , 124 ].…”
Section: Limitation and Prospects Of Modelling And Optimization Of Me...mentioning
confidence: 99%
“…Based on the size exclusion principle, a membrane is a selective layer that permits some components to pass through while blocking unwanted constituents [ 23 ]. Researchers have focused a lot of attention on the removal of pathogens using advanced membrane technologies, such as membrane distillations, nanocomposite membranes, membrane bioreactors, and photocatalytic membrane reactors, in addition to traditional membrane filtration techniques [ 27 , 28 ]. Advanced membrane technologies provide the ability to combine filtration properties with other functionalities, hence enhancing the properties of the original membrane [ 29 ].…”
Section: Introductionmentioning
confidence: 99%
“…In order to improve the understanding and the representation of the individual foulants, starting with the late 1980s, mathematical models have been developed to include the contribution of the SMPs into the MBR bioprocesses either individually [ 59 , 60 ] or as an extension of the ASMs [ 61 , 62 , 63 ]. This stage represents the inception of the hybrid biological models for MBRs, which continues with the inclusion of further aspects such as processes associated with EPS [ 64 , 65 , 66 ]. These new representations enhance the performance of the ASMs in the modelling of the biomass kinetics inside the MBR without the need for calibration with experimental data.…”
Section: Model-based Anti-biofouling Strategiesmentioning
confidence: 99%