Matches in SemOpenAlex for { <https://semopenalex.org/work/W2895868598> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W2895868598 endingPage "619" @default.
- W2895868598 startingPage "614" @default.
- W2895868598 abstract "The Gaussian mixture models (GMM) is an effective tool for modeling processes with multiple operating modes that widely exist in industrial process systems. Traditional supervised version of GMM, namely the Gaussian mixture regression (GMR), for developing soft sensors merely relies on the labeled samples. However, labeled samples in the soft sensor application are usually very infrequent due to economical or technical limitations, which may lead the GMR to unreliable parameter estimation and finally poor performance for predicting the primary variable. To tackle this problem, a semisupervised GMM for regression purpose is proposed, where both labeled and unlabeled samples take effect, and the Gaussian parameters and regression coefficients are learned simultaneously based on the expectation-maximization algorithm. Two case studies are carried out using simulated dataset and real-life dataset collected from a primary reformer in an ammonia synthesis process, which demonstrates the effectiveness of the proposed method." @default.
- W2895868598 created "2018-10-26" @default.
- W2895868598 creator A5035755593 @default.
- W2895868598 creator A5044970157 @default.
- W2895868598 creator A5049768588 @default.
- W2895868598 date "2018-01-01" @default.
- W2895868598 modified "2023-09-25" @default.
- W2895868598 title "Soft Sensor Development for Multimode Processes Based on Semisupervised Gaussian Mixture Models" @default.
- W2895868598 cites W1975090201 @default.
- W2895868598 cites W1998023709 @default.
- W2895868598 cites W2000651380 @default.
- W2895868598 cites W2001494200 @default.
- W2895868598 cites W2052809458 @default.
- W2895868598 cites W2087883561 @default.
- W2895868598 cites W2319940424 @default.
- W2895868598 cites W2461415590 @default.
- W2895868598 cites W2463821062 @default.
- W2895868598 cites W2586262374 @default.
- W2895868598 cites W2587920002 @default.
- W2895868598 cites W2742763523 @default.
- W2895868598 cites W2757109865 @default.
- W2895868598 cites W2759373267 @default.
- W2895868598 doi "https://doi.org/10.1016/j.ifacol.2018.09.356" @default.
- W2895868598 hasPublicationYear "2018" @default.
- W2895868598 type Work @default.
- W2895868598 sameAs 2895868598 @default.
- W2895868598 citedByCount "10" @default.
- W2895868598 countsByYear W28958685982020 @default.
- W2895868598 countsByYear W28958685982021 @default.
- W2895868598 countsByYear W28958685982022 @default.
- W2895868598 countsByYear W28958685982023 @default.
- W2895868598 crossrefType "journal-article" @default.
- W2895868598 hasAuthorship W2895868598A5035755593 @default.
- W2895868598 hasAuthorship W2895868598A5044970157 @default.
- W2895868598 hasAuthorship W2895868598A5049768588 @default.
- W2895868598 hasBestOaLocation W28958685981 @default.
- W2895868598 hasConcept C105795698 @default.
- W2895868598 hasConcept C111919701 @default.
- W2895868598 hasConcept C115575686 @default.
- W2895868598 hasConcept C119857082 @default.
- W2895868598 hasConcept C126255220 @default.
- W2895868598 hasConcept C147597530 @default.
- W2895868598 hasConcept C152877465 @default.
- W2895868598 hasConcept C153180895 @default.
- W2895868598 hasConcept C154945302 @default.
- W2895868598 hasConcept C163716315 @default.
- W2895868598 hasConcept C182081679 @default.
- W2895868598 hasConcept C185592680 @default.
- W2895868598 hasConcept C2776330181 @default.
- W2895868598 hasConcept C33923547 @default.
- W2895868598 hasConcept C41008148 @default.
- W2895868598 hasConcept C49781872 @default.
- W2895868598 hasConcept C61224824 @default.
- W2895868598 hasConcept C61326573 @default.
- W2895868598 hasConcept C81692654 @default.
- W2895868598 hasConcept C83546350 @default.
- W2895868598 hasConcept C98045186 @default.
- W2895868598 hasConceptScore W2895868598C105795698 @default.
- W2895868598 hasConceptScore W2895868598C111919701 @default.
- W2895868598 hasConceptScore W2895868598C115575686 @default.
- W2895868598 hasConceptScore W2895868598C119857082 @default.
- W2895868598 hasConceptScore W2895868598C126255220 @default.
- W2895868598 hasConceptScore W2895868598C147597530 @default.
- W2895868598 hasConceptScore W2895868598C152877465 @default.
- W2895868598 hasConceptScore W2895868598C153180895 @default.
- W2895868598 hasConceptScore W2895868598C154945302 @default.
- W2895868598 hasConceptScore W2895868598C163716315 @default.
- W2895868598 hasConceptScore W2895868598C182081679 @default.
- W2895868598 hasConceptScore W2895868598C185592680 @default.
- W2895868598 hasConceptScore W2895868598C2776330181 @default.
- W2895868598 hasConceptScore W2895868598C33923547 @default.
- W2895868598 hasConceptScore W2895868598C41008148 @default.
- W2895868598 hasConceptScore W2895868598C49781872 @default.
- W2895868598 hasConceptScore W2895868598C61224824 @default.
- W2895868598 hasConceptScore W2895868598C61326573 @default.
- W2895868598 hasConceptScore W2895868598C81692654 @default.
- W2895868598 hasConceptScore W2895868598C83546350 @default.
- W2895868598 hasConceptScore W2895868598C98045186 @default.
- W2895868598 hasIssue "18" @default.
- W2895868598 hasLocation W28958685981 @default.
- W2895868598 hasOpenAccess W2895868598 @default.
- W2895868598 hasPrimaryLocation W28958685981 @default.
- W2895868598 hasRelatedWork W1993264360 @default.
- W2895868598 hasRelatedWork W2012166397 @default.
- W2895868598 hasRelatedWork W2157136988 @default.
- W2895868598 hasRelatedWork W2385781872 @default.
- W2895868598 hasRelatedWork W2408812858 @default.
- W2895868598 hasRelatedWork W2891787551 @default.
- W2895868598 hasRelatedWork W3000731331 @default.
- W2895868598 hasRelatedWork W4287905632 @default.
- W2895868598 hasRelatedWork W4289711124 @default.
- W2895868598 hasRelatedWork W4309741541 @default.
- W2895868598 hasVolume "51" @default.
- W2895868598 isParatext "false" @default.
- W2895868598 isRetracted "false" @default.
- W2895868598 magId "2895868598" @default.
- W2895868598 workType "article" @default.