Matches in SemOpenAlex for { <https://semopenalex.org/work/W1970921864> ?p ?o ?g. }
Showing items 1 to 86 of
86
with 100 items per page.
- W1970921864 abstract "Anticipatory control systems are a class of systems whose decisions are based on predictions for the future state of the system under monitoring. Anticipation denotes intelligence and is an inherent property of humans that make decisions by projecting in future. Likewise, intelligent systems equipped with predictive functions may be utilized for anticipating future states of complex systems, and therefore facilitate automated control decisions. Anticipatory control of complex energy systems is paramount to their normal and safe operation. In this paper a new intelligent methodology integrating fuzzy inference with support vector regression is introduced. The proposed methodology implements an anticipatory system aiming at controlling energy systems in a robust way. Initially, a set of support vector regressors is adopted for making predictions over critical system parameters. The predicted values are used as input to a two-stage fuzzy inference system that makes decisions regarding the state of the energy system. The inference system integrates the individual predictions at its first stage, and outputs a decision together with a certainty factor computed at its second stage. The certainty factor is an index of the significance of the decision. The proposed anticipatory control system is tested on a real-world set of data obtained from a complex energy system, describing the degradation of a turbine. Results exhibit the robustness of the proposed system in controlling complex energy systems." @default.
- W1970921864 created "2016-06-24" @default.
- W1970921864 creator A5014550024 @default.
- W1970921864 creator A5074118906 @default.
- W1970921864 date "2014-04-01" @default.
- W1970921864 modified "2023-09-26" @default.
- W1970921864 title "Fuzzy Integration of Support Vector Regression Models for Anticipatory Control of Complex Energy Systems" @default.
- W1970921864 cites W1546230551 @default.
- W1970921864 cites W1563088657 @default.
- W1970921864 cites W1582160109 @default.
- W1970921864 cites W1987093071 @default.
- W1970921864 cites W2011641419 @default.
- W1970921864 cites W2040104427 @default.
- W1970921864 cites W2094658738 @default.
- W1970921864 cites W2137471655 @default.
- W1970921864 cites W2139735914 @default.
- W1970921864 cites W2150247165 @default.
- W1970921864 cites W2155641519 @default.
- W1970921864 cites W2156909104 @default.
- W1970921864 cites W2162761343 @default.
- W1970921864 cites W2168882102 @default.
- W1970921864 cites W242851230 @default.
- W1970921864 cites W4212801989 @default.
- W1970921864 cites W4245846411 @default.
- W1970921864 cites W1600288895 @default.
- W1970921864 doi "https://doi.org/10.4018/ijmstr.2014040102" @default.
- W1970921864 hasPublicationYear "2014" @default.
- W1970921864 type Work @default.
- W1970921864 sameAs 1970921864 @default.
- W1970921864 citedByCount "14" @default.
- W1970921864 countsByYear W19709218642015 @default.
- W1970921864 countsByYear W19709218642016 @default.
- W1970921864 countsByYear W19709218642017 @default.
- W1970921864 countsByYear W19709218642020 @default.
- W1970921864 crossrefType "journal-article" @default.
- W1970921864 hasAuthorship W1970921864A5014550024 @default.
- W1970921864 hasAuthorship W1970921864A5074118906 @default.
- W1970921864 hasBestOaLocation W19709218642 @default.
- W1970921864 hasConcept C104317684 @default.
- W1970921864 hasConcept C119857082 @default.
- W1970921864 hasConcept C124101348 @default.
- W1970921864 hasConcept C154945302 @default.
- W1970921864 hasConcept C185592680 @default.
- W1970921864 hasConcept C195975749 @default.
- W1970921864 hasConcept C41008148 @default.
- W1970921864 hasConcept C55493867 @default.
- W1970921864 hasConcept C58166 @default.
- W1970921864 hasConcept C63479239 @default.
- W1970921864 hasConceptScore W1970921864C104317684 @default.
- W1970921864 hasConceptScore W1970921864C119857082 @default.
- W1970921864 hasConceptScore W1970921864C124101348 @default.
- W1970921864 hasConceptScore W1970921864C154945302 @default.
- W1970921864 hasConceptScore W1970921864C185592680 @default.
- W1970921864 hasConceptScore W1970921864C195975749 @default.
- W1970921864 hasConceptScore W1970921864C41008148 @default.
- W1970921864 hasConceptScore W1970921864C55493867 @default.
- W1970921864 hasConceptScore W1970921864C58166 @default.
- W1970921864 hasConceptScore W1970921864C63479239 @default.
- W1970921864 hasLocation W19709218641 @default.
- W1970921864 hasLocation W19709218642 @default.
- W1970921864 hasOpenAccess W1970921864 @default.
- W1970921864 hasPrimaryLocation W19709218641 @default.
- W1970921864 hasRelatedWork W1663973292 @default.
- W1970921864 hasRelatedWork W1850886374 @default.
- W1970921864 hasRelatedWork W1939237843 @default.
- W1970921864 hasRelatedWork W1987093071 @default.
- W1970921864 hasRelatedWork W2003089310 @default.
- W1970921864 hasRelatedWork W2013243901 @default.
- W1970921864 hasRelatedWork W2066405566 @default.
- W1970921864 hasRelatedWork W2095990440 @default.
- W1970921864 hasRelatedWork W2141438465 @default.
- W1970921864 hasRelatedWork W2170907253 @default.
- W1970921864 hasRelatedWork W2480779400 @default.
- W1970921864 hasRelatedWork W2511577190 @default.
- W1970921864 hasRelatedWork W2619653363 @default.
- W1970921864 hasRelatedWork W3008654777 @default.
- W1970921864 hasRelatedWork W3036627725 @default.
- W1970921864 hasRelatedWork W3127908447 @default.
- W1970921864 hasRelatedWork W3167675159 @default.
- W1970921864 hasRelatedWork W36231387 @default.
- W1970921864 hasRelatedWork W14377099 @default.
- W1970921864 hasRelatedWork W2485047254 @default.
- W1970921864 isParatext "false" @default.
- W1970921864 isRetracted "false" @default.
- W1970921864 magId "1970921864" @default.
- W1970921864 workType "article" @default.