Matches in SemOpenAlex for { <https://semopenalex.org/work/W1987093071> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W1987093071 abstract "This paper places itself in the realm of anticipatory systems and envisions monitoring and control methods being capable of making predictions over system critical parameters. Anticipatory systems allow intelligent control of complex systems by predicting their future state. In the current work, an intelligent model aimed at implementing anticipatory monitoring and control in energy industry is presented and tested. More particularly, a set of support vector regressors (SVRs) are trained using both historical and observed data. The trained SVRs are used to predict the future value of the system based on current operational system parameter. The predicted values are then inputted to a fuzzy logic based module where the values are fused to obtain a single value, i.e., final system output prediction. The methodology is tested on real turbine degradation datasets. The outcome of the approach presented in this paper highlights the superiority over single support vector regressors. In addition, it is shown that appropriate selection of fuzzy sets and fuzzy rules plays an important role in improving system performance." @default.
- W1987093071 created "2016-06-24" @default.
- W1987093071 creator A5002249001 @default.
- W1987093071 creator A5014550024 @default.
- W1987093071 creator A5074118906 @default.
- W1987093071 date "2014-07-01" @default.
- W1987093071 modified "2023-10-18" @default.
- W1987093071 title "Anticipatory monitoring and control of complex energy systems using a fuzzy based fusion of support vector regressors" @default.
- W1987093071 cites W1563088657 @default.
- W1987093071 cites W177209644 @default.
- W1987093071 cites W1985767000 @default.
- W1987093071 cites W2001037822 @default.
- W1987093071 cites W2003817196 @default.
- W1987093071 cites W2040104427 @default.
- W1987093071 cites W2066048025 @default.
- W1987093071 cites W2071364918 @default.
- W1987093071 cites W2139735914 @default.
- W1987093071 cites W2141285356 @default.
- W1987093071 cites W2143029153 @default.
- W1987093071 cites W4212863985 @default.
- W1987093071 doi "https://doi.org/10.1109/iisa.2014.6878812" @default.
- W1987093071 hasPublicationYear "2014" @default.
- W1987093071 type Work @default.
- W1987093071 sameAs 1987093071 @default.
- W1987093071 citedByCount "12" @default.
- W1987093071 countsByYear W19870930712014 @default.
- W1987093071 countsByYear W19870930712015 @default.
- W1987093071 countsByYear W19870930712016 @default.
- W1987093071 countsByYear W19870930712017 @default.
- W1987093071 countsByYear W19870930712018 @default.
- W1987093071 countsByYear W19870930712021 @default.
- W1987093071 countsByYear W19870930712022 @default.
- W1987093071 crossrefType "proceedings-article" @default.
- W1987093071 hasAuthorship W1987093071A5002249001 @default.
- W1987093071 hasAuthorship W1987093071A5014550024 @default.
- W1987093071 hasAuthorship W1987093071A5074118906 @default.
- W1987093071 hasBestOaLocation W19870930712 @default.
- W1987093071 hasConcept C105795698 @default.
- W1987093071 hasConcept C119599485 @default.
- W1987093071 hasConcept C119857082 @default.
- W1987093071 hasConcept C12267149 @default.
- W1987093071 hasConcept C124101348 @default.
- W1987093071 hasConcept C127413603 @default.
- W1987093071 hasConcept C133731056 @default.
- W1987093071 hasConcept C154945302 @default.
- W1987093071 hasConcept C17500928 @default.
- W1987093071 hasConcept C177264268 @default.
- W1987093071 hasConcept C186370098 @default.
- W1987093071 hasConcept C195975749 @default.
- W1987093071 hasConcept C199360897 @default.
- W1987093071 hasConcept C2775924081 @default.
- W1987093071 hasConcept C33923547 @default.
- W1987093071 hasConcept C40071531 @default.
- W1987093071 hasConcept C41008148 @default.
- W1987093071 hasConcept C47446073 @default.
- W1987093071 hasConcept C58166 @default.
- W1987093071 hasConceptScore W1987093071C105795698 @default.
- W1987093071 hasConceptScore W1987093071C119599485 @default.
- W1987093071 hasConceptScore W1987093071C119857082 @default.
- W1987093071 hasConceptScore W1987093071C12267149 @default.
- W1987093071 hasConceptScore W1987093071C124101348 @default.
- W1987093071 hasConceptScore W1987093071C127413603 @default.
- W1987093071 hasConceptScore W1987093071C133731056 @default.
- W1987093071 hasConceptScore W1987093071C154945302 @default.
- W1987093071 hasConceptScore W1987093071C17500928 @default.
- W1987093071 hasConceptScore W1987093071C177264268 @default.
- W1987093071 hasConceptScore W1987093071C186370098 @default.
- W1987093071 hasConceptScore W1987093071C195975749 @default.
- W1987093071 hasConceptScore W1987093071C199360897 @default.
- W1987093071 hasConceptScore W1987093071C2775924081 @default.
- W1987093071 hasConceptScore W1987093071C33923547 @default.
- W1987093071 hasConceptScore W1987093071C40071531 @default.
- W1987093071 hasConceptScore W1987093071C41008148 @default.
- W1987093071 hasConceptScore W1987093071C47446073 @default.
- W1987093071 hasConceptScore W1987093071C58166 @default.
- W1987093071 hasLocation W19870930711 @default.
- W1987093071 hasLocation W19870930712 @default.
- W1987093071 hasOpenAccess W1987093071 @default.
- W1987093071 hasPrimaryLocation W19870930711 @default.
- W1987093071 hasRelatedWork W1800496512 @default.
- W1987093071 hasRelatedWork W1996541855 @default.
- W1987093071 hasRelatedWork W2053371515 @default.
- W1987093071 hasRelatedWork W2137917965 @default.
- W1987093071 hasRelatedWork W2373920776 @default.
- W1987093071 hasRelatedWork W2545387753 @default.
- W1987093071 hasRelatedWork W2577962554 @default.
- W1987093071 hasRelatedWork W2727035622 @default.
- W1987093071 hasRelatedWork W3195168932 @default.
- W1987093071 hasRelatedWork W2513937777 @default.
- W1987093071 isParatext "false" @default.
- W1987093071 isRetracted "false" @default.
- W1987093071 magId "1987093071" @default.
- W1987093071 workType "article" @default.