Matches in SemOpenAlex for { <https://semopenalex.org/work/W1966521812> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W1966521812 endingPage "754" @default.
- W1966521812 startingPage "744" @default.
- W1966521812 abstract "An adaptive network based fuzzy inference system (ANFIS) model was employed to predict effluent chemical oxygen demand (CODeff) and ammonia nitrogen (NH4 + eff) from an anaerobic/anoxic/oxic (A2/O) process, and meanwhile a self-adapted fuzzy c-means clustering algorithm was used to identify the model's architecture and optimize fuzzy rules. When constructing the model or predicting, the on-line monitoring parameters, namely hydraulic retention time (HRT), influent pH (pH), dissolved oxygen in the aerobic reactor (DO) and mixed-liquid return ratio (r), were adopted as the input variables. Compared with the artificial neural network (ANN) model whose weight vector was optimized by a real-code genetic algorithm (GA), the ANFIS presented better estimate performance. When predicting, the mean absolute percentage errors (MAPEs) of 1.8458% and 2.8984% for CODeff and NH4 + eff could be achieved using ANFIS; the root mean square errors (RMSEs) for CODeff and NH4 + eff were 1.6317 and 0.1291, respectively; the correlation coefficient (R) values of 0.9928 and 0.9951 for CODeff and NH4 + eff could also be achieved. The results indicated that reasonable monitoring A2/O process performance, just using on-line monitoring parameters, has been achieved through the ANFIS." @default.
- W1966521812 created "2016-06-24" @default.
- W1966521812 creator A5024778291 @default.
- W1966521812 creator A5042863462 @default.
- W1966521812 creator A5043433583 @default.
- W1966521812 creator A5086393524 @default.
- W1966521812 creator A5088006174 @default.
- W1966521812 date "2012-04-01" @default.
- W1966521812 modified "2023-10-15" @default.
- W1966521812 title "A fuzzy neural network model for monitoring A<sup>2</sup>/O process using on-line monitoring parameters" @default.
- W1966521812 cites W13204179 @default.
- W1966521812 cites W1965553328 @default.
- W1966521812 cites W1972962203 @default.
- W1966521812 cites W1983695468 @default.
- W1966521812 cites W1996576885 @default.
- W1966521812 cites W2000963983 @default.
- W1966521812 cites W2004744718 @default.
- W1966521812 cites W2006629367 @default.
- W1966521812 cites W2012402855 @default.
- W1966521812 cites W2012479231 @default.
- W1966521812 cites W2019580225 @default.
- W1966521812 cites W2022010974 @default.
- W1966521812 cites W2025647636 @default.
- W1966521812 cites W2029497710 @default.
- W1966521812 cites W2032607990 @default.
- W1966521812 cites W2040423617 @default.
- W1966521812 cites W2065572909 @default.
- W1966521812 cites W2065584454 @default.
- W1966521812 cites W2067336855 @default.
- W1966521812 cites W2089952379 @default.
- W1966521812 cites W2092265008 @default.
- W1966521812 cites W2092474617 @default.
- W1966521812 cites W2109129311 @default.
- W1966521812 cites W2115397257 @default.
- W1966521812 cites W2123612432 @default.
- W1966521812 cites W2132197751 @default.
- W1966521812 cites W2155936706 @default.
- W1966521812 cites W2169550890 @default.
- W1966521812 doi "https://doi.org/10.1080/10934529.2012.660102" @default.
- W1966521812 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/22416869" @default.
- W1966521812 hasPublicationYear "2012" @default.
- W1966521812 type Work @default.
- W1966521812 sameAs 1966521812 @default.
- W1966521812 citedByCount "9" @default.
- W1966521812 countsByYear W19665218122013 @default.
- W1966521812 countsByYear W19665218122016 @default.
- W1966521812 countsByYear W19665218122017 @default.
- W1966521812 countsByYear W19665218122018 @default.
- W1966521812 countsByYear W19665218122019 @default.
- W1966521812 countsByYear W19665218122021 @default.
- W1966521812 crossrefType "journal-article" @default.
- W1966521812 hasAuthorship W1966521812A5024778291 @default.
- W1966521812 hasAuthorship W1966521812A5042863462 @default.
- W1966521812 hasAuthorship W1966521812A5043433583 @default.
- W1966521812 hasAuthorship W1966521812A5086393524 @default.
- W1966521812 hasAuthorship W1966521812A5088006174 @default.
- W1966521812 hasConcept C105795698 @default.
- W1966521812 hasConcept C139945424 @default.
- W1966521812 hasConcept C154945302 @default.
- W1966521812 hasConcept C186108316 @default.
- W1966521812 hasConcept C195975749 @default.
- W1966521812 hasConcept C198352243 @default.
- W1966521812 hasConcept C2524010 @default.
- W1966521812 hasConcept C33923547 @default.
- W1966521812 hasConcept C41008148 @default.
- W1966521812 hasConcept C50644808 @default.
- W1966521812 hasConcept C58166 @default.
- W1966521812 hasConceptScore W1966521812C105795698 @default.
- W1966521812 hasConceptScore W1966521812C139945424 @default.
- W1966521812 hasConceptScore W1966521812C154945302 @default.
- W1966521812 hasConceptScore W1966521812C186108316 @default.
- W1966521812 hasConceptScore W1966521812C195975749 @default.
- W1966521812 hasConceptScore W1966521812C198352243 @default.
- W1966521812 hasConceptScore W1966521812C2524010 @default.
- W1966521812 hasConceptScore W1966521812C33923547 @default.
- W1966521812 hasConceptScore W1966521812C41008148 @default.
- W1966521812 hasConceptScore W1966521812C50644808 @default.
- W1966521812 hasConceptScore W1966521812C58166 @default.
- W1966521812 hasIssue "5" @default.
- W1966521812 hasLocation W19665218121 @default.
- W1966521812 hasLocation W19665218122 @default.
- W1966521812 hasOpenAccess W1966521812 @default.
- W1966521812 hasPrimaryLocation W19665218121 @default.
- W1966521812 hasRelatedWork W1518232475 @default.
- W1966521812 hasRelatedWork W1559492138 @default.
- W1966521812 hasRelatedWork W1634624060 @default.
- W1966521812 hasRelatedWork W1822851171 @default.
- W1966521812 hasRelatedWork W2006360470 @default.
- W1966521812 hasRelatedWork W2078755112 @default.
- W1966521812 hasRelatedWork W2164589519 @default.
- W1966521812 hasRelatedWork W2373114646 @default.
- W1966521812 hasRelatedWork W32657058 @default.
- W1966521812 hasRelatedWork W2182639223 @default.
- W1966521812 hasVolume "47" @default.
- W1966521812 isParatext "false" @default.
- W1966521812 isRetracted "false" @default.
- W1966521812 magId "1966521812" @default.
- W1966521812 workType "article" @default.