Matches in SemOpenAlex for { <https://semopenalex.org/work/W4250251018> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W4250251018 abstract "Considered here are Nonlinear Auto-Regressive neural networks with exogenous inputs (NARX) as a mathematical model of a steam turbine rotor used for the on-line prediction of turbine temperature and stress. In this paper on-line prediction is presented on the basis of one critical location in a high pressure steam turbine rotor, according to power plant common measurements, i.e., turbine speed, turbine load as well as steam temperature and pressure before turbine control valve. In order to obtain neural networks that will correspond to the temperature and stress the critical rotor location, an FE rotor model was built. Neural networks trained using the FE rotor model not only have FEM accuracy, but also include nonlinearity related to nonlinear steam turbine expansion, nonlinear heat exchange inside the turbine and nonlinear rotor material properties during transient conditions. Simultaneous neural networks are algorithms which can be implemented in turbine controllers. This allows for the application of neural networks to control steam turbine stress in industrial power plants." @default.
- W4250251018 created "2022-05-12" @default.
- W4250251018 creator A5009733847 @default.
- W4250251018 creator A5020377828 @default.
- W4250251018 creator A5075775030 @default.
- W4250251018 creator A5077853699 @default.
- W4250251018 date "2015-06-15" @default.
- W4250251018 modified "2023-10-16" @default.
- W4250251018 title "On-Line Prediction of Temperature and Stress in Steam Turbine Components Using Neural Networks" @default.
- W4250251018 doi "https://doi.org/10.1115/gt2015-43555" @default.
- W4250251018 hasPublicationYear "2015" @default.
- W4250251018 type Work @default.
- W4250251018 citedByCount "0" @default.
- W4250251018 crossrefType "proceedings-article" @default.
- W4250251018 hasAuthorship W4250251018A5009733847 @default.
- W4250251018 hasAuthorship W4250251018A5020377828 @default.
- W4250251018 hasAuthorship W4250251018A5075775030 @default.
- W4250251018 hasAuthorship W4250251018A5077853699 @default.
- W4250251018 hasConcept C111919701 @default.
- W4250251018 hasConcept C121332964 @default.
- W4250251018 hasConcept C127413603 @default.
- W4250251018 hasConcept C138885662 @default.
- W4250251018 hasConcept C14794904 @default.
- W4250251018 hasConcept C154945302 @default.
- W4250251018 hasConcept C158622935 @default.
- W4250251018 hasConcept C17281054 @default.
- W4250251018 hasConcept C21036866 @default.
- W4250251018 hasConcept C2775924081 @default.
- W4250251018 hasConcept C2778449969 @default.
- W4250251018 hasConcept C2780799671 @default.
- W4250251018 hasConcept C41008148 @default.
- W4250251018 hasConcept C41895202 @default.
- W4250251018 hasConcept C42536954 @default.
- W4250251018 hasConcept C47446073 @default.
- W4250251018 hasConcept C50644808 @default.
- W4250251018 hasConcept C62520636 @default.
- W4250251018 hasConcept C78519656 @default.
- W4250251018 hasConceptScore W4250251018C111919701 @default.
- W4250251018 hasConceptScore W4250251018C121332964 @default.
- W4250251018 hasConceptScore W4250251018C127413603 @default.
- W4250251018 hasConceptScore W4250251018C138885662 @default.
- W4250251018 hasConceptScore W4250251018C14794904 @default.
- W4250251018 hasConceptScore W4250251018C154945302 @default.
- W4250251018 hasConceptScore W4250251018C158622935 @default.
- W4250251018 hasConceptScore W4250251018C17281054 @default.
- W4250251018 hasConceptScore W4250251018C21036866 @default.
- W4250251018 hasConceptScore W4250251018C2775924081 @default.
- W4250251018 hasConceptScore W4250251018C2778449969 @default.
- W4250251018 hasConceptScore W4250251018C2780799671 @default.
- W4250251018 hasConceptScore W4250251018C41008148 @default.
- W4250251018 hasConceptScore W4250251018C41895202 @default.
- W4250251018 hasConceptScore W4250251018C42536954 @default.
- W4250251018 hasConceptScore W4250251018C47446073 @default.
- W4250251018 hasConceptScore W4250251018C50644808 @default.
- W4250251018 hasConceptScore W4250251018C62520636 @default.
- W4250251018 hasConceptScore W4250251018C78519656 @default.
- W4250251018 hasLocation W42502510181 @default.
- W4250251018 hasOpenAccess W4250251018 @default.
- W4250251018 hasPrimaryLocation W42502510181 @default.
- W4250251018 hasRelatedWork W10951748 @default.
- W4250251018 hasRelatedWork W1107252 @default.
- W4250251018 hasRelatedWork W15629372 @default.
- W4250251018 hasRelatedWork W19311142 @default.
- W4250251018 hasRelatedWork W3230026 @default.
- W4250251018 hasRelatedWork W5164172 @default.
- W4250251018 hasRelatedWork W5205008 @default.
- W4250251018 hasRelatedWork W823928 @default.
- W4250251018 hasRelatedWork W965533 @default.
- W4250251018 hasRelatedWork W2182 @default.
- W4250251018 isParatext "false" @default.
- W4250251018 isRetracted "false" @default.
- W4250251018 workType "article" @default.