Matches in SemOpenAlex for { <https://semopenalex.org/work/W2321683157> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W2321683157 abstract "Flow regime Identification is an integral aspect of modeling two phase flows as most pressure drop and heat transfer correlations rely on a priori knowledge of the flow regime for accurate system predictions. In the current research, two phase R-134a flow is studied in a 7mm adiabatic horizontal tube over a mass flux range of 100–400 kg/m2s between 550–750 kPa. Electric Capacitance Tomography results for 196 test points were analyzed using statistical methods and neural networks. This data provided repeatable normalized permittivity ratio signatures based on the flow distributions. The first four temporal moments from the mean scaled permittivity data were utilized as input variables. Results showed that only 80 percent of flow regimes could be correctly identified using seven flow regime classifications. However reducing to five more commonly used regimes resulted in an improvement to 99 percent of the flow regimes correctly identified. Both methods of neural network training resulted in errors that were off by mostly one flow regime classification. Further analysis shows that transition cases can oscillate between two separate flow regimes at the same time." @default.
- W2321683157 created "2016-06-24" @default.
- W2321683157 creator A5003681626 @default.
- W2321683157 creator A5021110113 @default.
- W2321683157 creator A5050491208 @default.
- W2321683157 date "2013-11-15" @default.
- W2321683157 modified "2023-09-27" @default.
- W2321683157 title "Flow Regime Identification of Horizontal Two Phase Refrigerant R-134a Flow Using Neural Networks" @default.
- W2321683157 doi "https://doi.org/10.1115/imece2013-62510" @default.
- W2321683157 hasPublicationYear "2013" @default.
- W2321683157 type Work @default.
- W2321683157 sameAs 2321683157 @default.
- W2321683157 citedByCount "2" @default.
- W2321683157 countsByYear W23216831572015 @default.
- W2321683157 crossrefType "proceedings-article" @default.
- W2321683157 hasAuthorship W2321683157A5003681626 @default.
- W2321683157 hasAuthorship W2321683157A5021110113 @default.
- W2321683157 hasAuthorship W2321683157A5050491208 @default.
- W2321683157 hasConcept C109663097 @default.
- W2321683157 hasConcept C114088122 @default.
- W2321683157 hasConcept C121332964 @default.
- W2321683157 hasConcept C144308804 @default.
- W2321683157 hasConcept C16302685 @default.
- W2321683157 hasConcept C192562407 @default.
- W2321683157 hasConcept C33493971 @default.
- W2321683157 hasConcept C38349280 @default.
- W2321683157 hasConcept C57879066 @default.
- W2321683157 hasConcept C97355855 @default.
- W2321683157 hasConceptScore W2321683157C109663097 @default.
- W2321683157 hasConceptScore W2321683157C114088122 @default.
- W2321683157 hasConceptScore W2321683157C121332964 @default.
- W2321683157 hasConceptScore W2321683157C144308804 @default.
- W2321683157 hasConceptScore W2321683157C16302685 @default.
- W2321683157 hasConceptScore W2321683157C192562407 @default.
- W2321683157 hasConceptScore W2321683157C33493971 @default.
- W2321683157 hasConceptScore W2321683157C38349280 @default.
- W2321683157 hasConceptScore W2321683157C57879066 @default.
- W2321683157 hasConceptScore W2321683157C97355855 @default.
- W2321683157 hasLocation W23216831571 @default.
- W2321683157 hasOpenAccess W2321683157 @default.
- W2321683157 hasPrimaryLocation W23216831571 @default.
- W2321683157 hasRelatedWork W1985239074 @default.
- W2321683157 hasRelatedWork W2316982839 @default.
- W2321683157 hasRelatedWork W2319209434 @default.
- W2321683157 hasRelatedWork W2341808709 @default.
- W2321683157 hasRelatedWork W2381746484 @default.
- W2321683157 hasRelatedWork W2611028876 @default.
- W2321683157 hasRelatedWork W2789402512 @default.
- W2321683157 hasRelatedWork W2794459292 @default.
- W2321683157 hasRelatedWork W2808538805 @default.
- W2321683157 hasRelatedWork W2885579890 @default.
- W2321683157 hasRelatedWork W2909808526 @default.
- W2321683157 hasRelatedWork W2924273263 @default.
- W2321683157 hasRelatedWork W2932929056 @default.
- W2321683157 hasRelatedWork W2948378724 @default.
- W2321683157 hasRelatedWork W2969487155 @default.
- W2321683157 hasRelatedWork W3023998575 @default.
- W2321683157 hasRelatedWork W3081721425 @default.
- W2321683157 hasRelatedWork W3156793618 @default.
- W2321683157 hasRelatedWork W3209087878 @default.
- W2321683157 hasRelatedWork W2399064036 @default.
- W2321683157 isParatext "false" @default.
- W2321683157 isRetracted "false" @default.
- W2321683157 magId "2321683157" @default.
- W2321683157 workType "article" @default.