Matches in SemOpenAlex for { <https://semopenalex.org/work/W2018617059> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W2018617059 endingPage "5562" @default.
- W2018617059 startingPage "5558" @default.
- W2018617059 abstract "Reliable measurements of effluent quality are important for different operational tasks such as process monitoring, online simulation, and advanced control in the wastewater treatment process (WWTP). A kernel principal component analysis (KPCA) and extreme learning machine (ELM) based ensemble soft sensing model for effluent quality prediction was proposed. KPCA was used to extract nonlinear feature of input space to overcome high dimension and colinearity. ELM algorithm is inserted into the ensemble frame as a component model since ELM runs much faster and provides better generalization performance than the other popular learning algorithm. The average output of all the ELM components in the ensemble is the final estimation of the effluent quality index. Simulations results using industrial process data show that the reliability and accuracy based KPCA and ELM ensemble soft sensing outperform the ELM, ELM ensemble model." @default.
- W2018617059 created "2016-06-24" @default.
- W2018617059 creator A5042520521 @default.
- W2018617059 creator A5050725783 @default.
- W2018617059 creator A5067865878 @default.
- W2018617059 creator A5069292664 @default.
- W2018617059 date "2011-01-01" @default.
- W2018617059 modified "2023-09-27" @default.
- W2018617059 title "KPCA and ELM ensemble modeling of wastewater effluent quality indices" @default.
- W2018617059 cites W1911114846 @default.
- W2018617059 cites W1973170802 @default.
- W2018617059 cites W2069315453 @default.
- W2018617059 cites W2111072639 @default.
- W2018617059 cites W2132197751 @default.
- W2018617059 cites W2135293965 @default.
- W2018617059 cites W2140095548 @default.
- W2018617059 doi "https://doi.org/10.1016/j.proeng.2011.08.1031" @default.
- W2018617059 hasPublicationYear "2011" @default.
- W2018617059 type Work @default.
- W2018617059 sameAs 2018617059 @default.
- W2018617059 citedByCount "10" @default.
- W2018617059 countsByYear W20186170592012 @default.
- W2018617059 countsByYear W20186170592015 @default.
- W2018617059 countsByYear W20186170592016 @default.
- W2018617059 countsByYear W20186170592018 @default.
- W2018617059 countsByYear W20186170592019 @default.
- W2018617059 countsByYear W20186170592020 @default.
- W2018617059 countsByYear W20186170592021 @default.
- W2018617059 countsByYear W20186170592022 @default.
- W2018617059 crossrefType "journal-article" @default.
- W2018617059 hasAuthorship W2018617059A5042520521 @default.
- W2018617059 hasAuthorship W2018617059A5050725783 @default.
- W2018617059 hasAuthorship W2018617059A5067865878 @default.
- W2018617059 hasAuthorship W2018617059A5069292664 @default.
- W2018617059 hasBestOaLocation W20186170591 @default.
- W2018617059 hasConcept C111919701 @default.
- W2018617059 hasConcept C114614502 @default.
- W2018617059 hasConcept C119898033 @default.
- W2018617059 hasConcept C122280245 @default.
- W2018617059 hasConcept C12267149 @default.
- W2018617059 hasConcept C134306372 @default.
- W2018617059 hasConcept C138885662 @default.
- W2018617059 hasConcept C153180895 @default.
- W2018617059 hasConcept C154945302 @default.
- W2018617059 hasConcept C177148314 @default.
- W2018617059 hasConcept C182335926 @default.
- W2018617059 hasConcept C27438332 @default.
- W2018617059 hasConcept C2776401178 @default.
- W2018617059 hasConcept C2780150128 @default.
- W2018617059 hasConcept C33923547 @default.
- W2018617059 hasConcept C41008148 @default.
- W2018617059 hasConcept C41895202 @default.
- W2018617059 hasConcept C45942800 @default.
- W2018617059 hasConcept C50644808 @default.
- W2018617059 hasConcept C74193536 @default.
- W2018617059 hasConcept C83665646 @default.
- W2018617059 hasConcept C98045186 @default.
- W2018617059 hasConceptScore W2018617059C111919701 @default.
- W2018617059 hasConceptScore W2018617059C114614502 @default.
- W2018617059 hasConceptScore W2018617059C119898033 @default.
- W2018617059 hasConceptScore W2018617059C122280245 @default.
- W2018617059 hasConceptScore W2018617059C12267149 @default.
- W2018617059 hasConceptScore W2018617059C134306372 @default.
- W2018617059 hasConceptScore W2018617059C138885662 @default.
- W2018617059 hasConceptScore W2018617059C153180895 @default.
- W2018617059 hasConceptScore W2018617059C154945302 @default.
- W2018617059 hasConceptScore W2018617059C177148314 @default.
- W2018617059 hasConceptScore W2018617059C182335926 @default.
- W2018617059 hasConceptScore W2018617059C27438332 @default.
- W2018617059 hasConceptScore W2018617059C2776401178 @default.
- W2018617059 hasConceptScore W2018617059C2780150128 @default.
- W2018617059 hasConceptScore W2018617059C33923547 @default.
- W2018617059 hasConceptScore W2018617059C41008148 @default.
- W2018617059 hasConceptScore W2018617059C41895202 @default.
- W2018617059 hasConceptScore W2018617059C45942800 @default.
- W2018617059 hasConceptScore W2018617059C50644808 @default.
- W2018617059 hasConceptScore W2018617059C74193536 @default.
- W2018617059 hasConceptScore W2018617059C83665646 @default.
- W2018617059 hasConceptScore W2018617059C98045186 @default.
- W2018617059 hasLocation W20186170591 @default.
- W2018617059 hasOpenAccess W2018617059 @default.
- W2018617059 hasPrimaryLocation W20186170591 @default.
- W2018617059 hasRelatedWork W2103871101 @default.
- W2018617059 hasRelatedWork W2111146558 @default.
- W2018617059 hasRelatedWork W2127673326 @default.
- W2018617059 hasRelatedWork W2136633751 @default.
- W2018617059 hasRelatedWork W2148585830 @default.
- W2018617059 hasRelatedWork W2348376895 @default.
- W2018617059 hasRelatedWork W2564892305 @default.
- W2018617059 hasRelatedWork W2787023326 @default.
- W2018617059 hasRelatedWork W3178621026 @default.
- W2018617059 hasRelatedWork W43565 @default.
- W2018617059 hasVolume "15" @default.
- W2018617059 isParatext "false" @default.
- W2018617059 isRetracted "false" @default.
- W2018617059 magId "2018617059" @default.
- W2018617059 workType "article" @default.