Matches in SemOpenAlex for { <https://semopenalex.org/work/W1569306324> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W1569306324 abstract "Empirical modeling techniques that use model structures motivated from neural networks research have proven effective in identifying complex process dynamics. A recurrent multilayer perception (RMLP) network was developed as a nonlinear state-space model structure along with a static learning algorithm for estimating the parameter associated with it. The methods developed were demonstrated by identifying two submodels of a U-tube steam generator (UTSG), each valid around an operating power level. A significant drawback of this approach is the long off-line training times required for the development of even a simplified model of a UTSG. Subsequently, a dynamic gradient descent-based learning algorithm was developed as an accelerated alternative to train an RMLP network for use in empirical modeling of power plants. The two main advantages of this learning algorithm are its ability to consider past error gradient information for future use and the two forward passes associated with its implementation. The enhanced learning capabilities provided by the dynamic gradient descent-based learning algorithm were demonstrated via the case study of a simple steam boiler power plant. In this paper, the dynamic gradient descent-based learning algorithm is used for the development and validation of a complete UTSG empirical model." @default.
- W1569306324 created "2016-06-24" @default.
- W1569306324 creator A5013978386 @default.
- W1569306324 creator A5017676848 @default.
- W1569306324 creator A5059671577 @default.
- W1569306324 date "1992-01-01" @default.
- W1569306324 modified "2023-09-23" @default.
- W1569306324 title "U-tube steam generator empirical model development and validation using neural networks" @default.
- W1569306324 hasPublicationYear "1992" @default.
- W1569306324 type Work @default.
- W1569306324 sameAs 1569306324 @default.
- W1569306324 citedByCount "0" @default.
- W1569306324 crossrefType "journal-article" @default.
- W1569306324 hasAuthorship W1569306324A5013978386 @default.
- W1569306324 hasAuthorship W1569306324A5017676848 @default.
- W1569306324 hasAuthorship W1569306324A5059671577 @default.
- W1569306324 hasConcept C11413529 @default.
- W1569306324 hasConcept C119857082 @default.
- W1569306324 hasConcept C121332964 @default.
- W1569306324 hasConcept C127413603 @default.
- W1569306324 hasConcept C153258448 @default.
- W1569306324 hasConcept C154945302 @default.
- W1569306324 hasConcept C158622935 @default.
- W1569306324 hasConcept C2780013297 @default.
- W1569306324 hasConcept C41008148 @default.
- W1569306324 hasConcept C50644808 @default.
- W1569306324 hasConcept C548081761 @default.
- W1569306324 hasConcept C62520636 @default.
- W1569306324 hasConceptScore W1569306324C11413529 @default.
- W1569306324 hasConceptScore W1569306324C119857082 @default.
- W1569306324 hasConceptScore W1569306324C121332964 @default.
- W1569306324 hasConceptScore W1569306324C127413603 @default.
- W1569306324 hasConceptScore W1569306324C153258448 @default.
- W1569306324 hasConceptScore W1569306324C154945302 @default.
- W1569306324 hasConceptScore W1569306324C158622935 @default.
- W1569306324 hasConceptScore W1569306324C2780013297 @default.
- W1569306324 hasConceptScore W1569306324C41008148 @default.
- W1569306324 hasConceptScore W1569306324C50644808 @default.
- W1569306324 hasConceptScore W1569306324C548081761 @default.
- W1569306324 hasConceptScore W1569306324C62520636 @default.
- W1569306324 hasLocation W15693063241 @default.
- W1569306324 hasOpenAccess W1569306324 @default.
- W1569306324 hasPrimaryLocation W15693063241 @default.
- W1569306324 hasRelatedWork W115964878 @default.
- W1569306324 hasRelatedWork W1502028139 @default.
- W1569306324 hasRelatedWork W1587431519 @default.
- W1569306324 hasRelatedWork W1608567745 @default.
- W1569306324 hasRelatedWork W1965926928 @default.
- W1569306324 hasRelatedWork W1975341817 @default.
- W1569306324 hasRelatedWork W1982197713 @default.
- W1569306324 hasRelatedWork W2006278461 @default.
- W1569306324 hasRelatedWork W2011464037 @default.
- W1569306324 hasRelatedWork W2035954817 @default.
- W1569306324 hasRelatedWork W2038470626 @default.
- W1569306324 hasRelatedWork W2043802596 @default.
- W1569306324 hasRelatedWork W2062981615 @default.
- W1569306324 hasRelatedWork W2089175445 @default.
- W1569306324 hasRelatedWork W2136628841 @default.
- W1569306324 hasRelatedWork W2155353042 @default.
- W1569306324 hasRelatedWork W2361640734 @default.
- W1569306324 hasRelatedWork W2362428421 @default.
- W1569306324 hasRelatedWork W2366936946 @default.
- W1569306324 hasRelatedWork W87236463 @default.
- W1569306324 hasVolume "65" @default.
- W1569306324 isParatext "false" @default.
- W1569306324 isRetracted "false" @default.
- W1569306324 magId "1569306324" @default.
- W1569306324 workType "article" @default.