FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2090465661> ?p ?o ?g. }

• W2090465661 endingPage "395" @default.
• W2090465661 startingPage "386" @default.
• W2090465661 abstract "In the present study, the performance of a membrane bioreactor (MBR) was modelled using a hybrid approach based on the activated sludge model number 3 (ASM3) combined with projection to latent structures (PLS) to predict the residuals of the ASM. The application of ASM to MBRs requires frequent re-calibration to adjust the model to variations in influent characteristics, determined through time-consuming analysis and batch tests. Considering this problem, the objective of this study was to improve ASM prediction ability with minimal additional monitoring effort. Hybrid models were developed to predict three MBR performance parameters: mixed liquor suspended solids (MLSS), COD in the permeate (CODp) and nitrite and nitrate concentration in the permeate (NOxp). For PLS modelling of ASM residuals three input strategies were used: (1) analytic and operating data; (2) operating data plus 2D fluorescence spectroscopy; (3) all the data. The first input strategy improved ASM prediction of the three selected outputs, and highlighted the lack of detailed and real-time information from wastewater and operating parameters in the ASM used in this study. In the second input strategy, the incorporation of updated data from 2D fluorescence spectroscopy resulted on better model fitting than in the first input strategy, for all the output parameters studied. Through the hybrid modelling approach it was possible to significantly improve the ASM predictions in real-time using 2D fluorescence measurements and other relevant parameters acquired on-line, without requiring further laboratory analysis. Furthermore, the third input strategy, incorporating all the collected data, did not significantly improve the prediction of the outputs beyond the second strategy. This shows that 2D fluorescence spectroscopy is a comprehensive monitoring tool, able to capture on-line the required information to complement, through hybrid modelling, the mechanistic information described by an ASM." @default.
• W2090465661 created "2016-06-24" @default.
• W2090465661 creator A5024256694 @default.
• W2090465661 creator A5055544057 @default.
• W2090465661 creator A5069687407 @default.
• W2090465661 creator A5075845089 @default.
• W2090465661 creator A5076657772 @default.
• W2090465661 creator A5083974517 @default.
• W2090465661 date "2013-04-01" @default.
• W2090465661 modified "2023-09-29" @default.
• W2090465661 title "Development of a hybrid model strategy for monitoring membrane bioreactors" @default.
• W2090465661 cites W1578329775 @default.
• W2090465661 cites W1971559511 @default.
• W2090465661 cites W1974398703 @default.
• W2090465661 cites W1988370132 @default.
• W2090465661 cites W1989654719 @default.
• W2090465661 cites W1998431310 @default.
• W2090465661 cites W2002474508 @default.
• W2090465661 cites W2005311248 @default.
• W2090465661 cites W2008359378 @default.
• W2090465661 cites W2019014745 @default.
• W2090465661 cites W2042901969 @default.
• W2090465661 cites W2054174904 @default.
• W2090465661 cites W2058933318 @default.
• W2090465661 cites W2068758627 @default.
• W2090465661 cites W2075007925 @default.
• W2090465661 cites W2079964221 @default.
• W2090465661 cites W2082865002 @default.
• W2090465661 cites W2095326284 @default.
• W2090465661 cites W2098403939 @default.
• W2090465661 cites W2108135403 @default.
• W2090465661 cites W2112985221 @default.
• W2090465661 cites W2115836313 @default.
• W2090465661 cites W2119741678 @default.
• W2090465661 cites W2121208785 @default.
• W2090465661 doi "https://doi.org/10.1016/j.jbiotec.2012.06.026" @default.
• W2090465661 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/22796093" @default.
• W2090465661 hasPublicationYear "2013" @default.
• W2090465661 type Work @default.
• W2090465661 sameAs 2090465661 @default.
• W2090465661 citedByCount "10" @default.
• W2090465661 countsByYear W20904656612014 @default.
• W2090465661 countsByYear W20904656612017 @default.
• W2090465661 countsByYear W20904656612018 @default.
• W2090465661 countsByYear W20904656612021 @default.
• W2090465661 countsByYear W20904656612022 @default.
• W2090465661 countsByYear W20904656612023 @default.
• W2090465661 crossrefType "journal-article" @default.
• W2090465661 hasAuthorship W2090465661A5024256694 @default.
• W2090465661 hasAuthorship W2090465661A5055544057 @default.
• W2090465661 hasAuthorship W2090465661A5069687407 @default.
• W2090465661 hasAuthorship W2090465661A5075845089 @default.
• W2090465661 hasAuthorship W2090465661A5076657772 @default.
• W2090465661 hasAuthorship W2090465661A5083974517 @default.
• W2090465661 hasConcept C105795698 @default.
• W2090465661 hasConcept C127413603 @default.
• W2090465661 hasConcept C165838908 @default.
• W2090465661 hasConcept C168170006 @default.
• W2090465661 hasConcept C178790620 @default.
• W2090465661 hasConcept C183696295 @default.
• W2090465661 hasConcept C185592680 @default.
• W2090465661 hasConcept C186060115 @default.
• W2090465661 hasConcept C21880701 @default.
• W2090465661 hasConcept C33923547 @default.
• W2090465661 hasConcept C39432304 @default.
• W2090465661 hasConcept C41008148 @default.
• W2090465661 hasConcept C86803240 @default.
• W2090465661 hasConceptScore W2090465661C105795698 @default.
• W2090465661 hasConceptScore W2090465661C127413603 @default.
• W2090465661 hasConceptScore W2090465661C165838908 @default.
• W2090465661 hasConceptScore W2090465661C168170006 @default.
• W2090465661 hasConceptScore W2090465661C178790620 @default.
• W2090465661 hasConceptScore W2090465661C183696295 @default.
• W2090465661 hasConceptScore W2090465661C185592680 @default.
• W2090465661 hasConceptScore W2090465661C186060115 @default.
• W2090465661 hasConceptScore W2090465661C21880701 @default.
• W2090465661 hasConceptScore W2090465661C33923547 @default.
• W2090465661 hasConceptScore W2090465661C39432304 @default.
• W2090465661 hasConceptScore W2090465661C41008148 @default.
• W2090465661 hasConceptScore W2090465661C86803240 @default.
• W2090465661 hasIssue "3" @default.
• W2090465661 hasLocation W20904656611 @default.
• W2090465661 hasLocation W20904656612 @default.
• W2090465661 hasOpenAccess W2090465661 @default.
• W2090465661 hasPrimaryLocation W20904656611 @default.
• W2090465661 hasRelatedWork W1969033266 @default.
• W2090465661 hasRelatedWork W1980740090 @default.
• W2090465661 hasRelatedWork W1997325053 @default.
• W2090465661 hasRelatedWork W2163269605 @default.
• W2090465661 hasRelatedWork W2275684706 @default.
• W2090465661 hasRelatedWork W2292588576 @default.
• W2090465661 hasRelatedWork W2973411056 @default.
• W2090465661 hasRelatedWork W3022320883 @default.
• W2090465661 hasRelatedWork W4200354108 @default.
• W2090465661 hasRelatedWork W2184641977 @default.
• W2090465661 hasVolume "164" @default.
• W2090465661 isParatext "false" @default.
• W2090465661 isRetracted "false" @default.

• next