Matches in SemOpenAlex for { <https://semopenalex.org/work/W1505078166> ?p ?o ?g. }
Showing items 1 to 66 of
66
with 100 items per page.
- W1505078166 abstract "Proper and prompt fault diagnosis of a thermal system is important for the safe and reliable operation of a large-scale power plant. It is a difficult task due to the structural complexity of the thermal system and the variable operating points of the system. The present paper proposes an approach based on a novel ensemble classifier to identify faults in a power plant thermal system under different operational conditions. In this new ensemble classifier, the base classifier is an optimized nearest prototype classifier and the fusion classifier is a three-layer neural network. It is developed in such a way that the dataset is divided into several smaller and easier-to-learn partitions, and each base classifier learns only one of the partitions, while the fusion classifier combines the outputs of the different base classifiers to approximate the original complex decision boundary. Typical faults of the high-pressure feedwater heater system are simulated under several different operating points on a full-scope simulator of a 600-MW coal-fired power unit and the results demonstrate the validity of the proposed ensemble classifier." @default.
- W1505078166 created "2016-06-24" @default.
- W1505078166 creator A5026825966 @default.
- W1505078166 date "2015-07-01" @default.
- W1505078166 modified "2023-09-26" @default.
- W1505078166 title "A novel ensemble classifier for fault diagnosis of thermal system under different operational conditions" @default.
- W1505078166 cites W1903509702 @default.
- W1505078166 cites W1988532633 @default.
- W1505078166 cites W2008365605 @default.
- W1505078166 cites W2009185755 @default.
- W1505078166 cites W2023534760 @default.
- W1505078166 cites W2055490218 @default.
- W1505078166 cites W2058341414 @default.
- W1505078166 cites W2059114484 @default.
- W1505078166 cites W2133863004 @default.
- W1505078166 cites W2152195021 @default.
- W1505078166 cites W2152284201 @default.
- W1505078166 doi "https://doi.org/10.1109/chicc.2015.7260610" @default.
- W1505078166 hasPublicationYear "2015" @default.
- W1505078166 type Work @default.
- W1505078166 sameAs 1505078166 @default.
- W1505078166 citedByCount "1" @default.
- W1505078166 countsByYear W15050781662022 @default.
- W1505078166 crossrefType "proceedings-article" @default.
- W1505078166 hasAuthorship W1505078166A5026825966 @default.
- W1505078166 hasConcept C119857082 @default.
- W1505078166 hasConcept C121332964 @default.
- W1505078166 hasConcept C124101348 @default.
- W1505078166 hasConcept C127313418 @default.
- W1505078166 hasConcept C153180895 @default.
- W1505078166 hasConcept C153294291 @default.
- W1505078166 hasConcept C154945302 @default.
- W1505078166 hasConcept C165205528 @default.
- W1505078166 hasConcept C175551986 @default.
- W1505078166 hasConcept C204530211 @default.
- W1505078166 hasConcept C41008148 @default.
- W1505078166 hasConcept C95623464 @default.
- W1505078166 hasConceptScore W1505078166C119857082 @default.
- W1505078166 hasConceptScore W1505078166C121332964 @default.
- W1505078166 hasConceptScore W1505078166C124101348 @default.
- W1505078166 hasConceptScore W1505078166C127313418 @default.
- W1505078166 hasConceptScore W1505078166C153180895 @default.
- W1505078166 hasConceptScore W1505078166C153294291 @default.
- W1505078166 hasConceptScore W1505078166C154945302 @default.
- W1505078166 hasConceptScore W1505078166C165205528 @default.
- W1505078166 hasConceptScore W1505078166C175551986 @default.
- W1505078166 hasConceptScore W1505078166C204530211 @default.
- W1505078166 hasConceptScore W1505078166C41008148 @default.
- W1505078166 hasConceptScore W1505078166C95623464 @default.
- W1505078166 hasLocation W15050781661 @default.
- W1505078166 hasOpenAccess W1505078166 @default.
- W1505078166 hasPrimaryLocation W15050781661 @default.
- W1505078166 hasRelatedWork W2001652754 @default.
- W1505078166 hasRelatedWork W2379065761 @default.
- W1505078166 hasRelatedWork W2549006548 @default.
- W1505078166 hasRelatedWork W2623427976 @default.
- W1505078166 hasRelatedWork W2784352036 @default.
- W1505078166 hasRelatedWork W2807311372 @default.
- W1505078166 hasRelatedWork W2961085424 @default.
- W1505078166 hasRelatedWork W2972035100 @default.
- W1505078166 hasRelatedWork W3043252291 @default.
- W1505078166 hasRelatedWork W4214932115 @default.
- W1505078166 isParatext "false" @default.
- W1505078166 isRetracted "false" @default.
- W1505078166 magId "1505078166" @default.
- W1505078166 workType "article" @default.