FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2559264007> ?p ?o ?g. }

• W2559264007 endingPage "343" @default.
• W2559264007 startingPage "326" @default.
• W2559264007 abstract "In this paper, we propose a novel variable setpoint RNN controller for maintaining comfortable indoor environment in double storey residential building by controlling the motorised thermostatic radiator valves (TRVs) mounted on radiators. In order to monitor the indoor environmental condition of the building the sensor interface collects information from different sensors and sends this information to random neural network (RNN) controller. The RNN controller ensures comfortable environment for occupants by regulating the air temperature of the building according to the setpoint suggested by PMV index based variable setpoint estimator. The proposed RNN controller is compared with ANN controller and it is found that accuracy of RNN controller is 26% more than ANN controller and conserves 2.75% more energy than ANN controller at PMV index based temperature setpoints. The RNN controller has the capability to adjust the room temperature to lower setpoints (not included in the training data) while ANN controller failed to maintain accurate comfortable environment for the operating points not covered in the training data. The results show that the percentage of accurate air temperature regulation for RNN controller is 95.69% while for ANN it is 2.22%." @default.
• W2559264007 created "2016-12-08" @default.
• W2559264007 creator A5008938944 @default.
• W2559264007 creator A5025069783 @default.
• W2559264007 creator A5032953548 @default.
• W2559264007 creator A5083724607 @default.
• W2559264007 date "2014-03-06" @default.
• W2559264007 modified "2023-10-12" @default.
• W2559264007 title "Intelligent RNN Controller for domestic (residential) heating system" @default.
• W2559264007 cites W191536574 @default.
• W2559264007 cites W1967263267 @default.
• W2559264007 cites W1970653610 @default.
• W2559264007 cites W1973944436 @default.
• W2559264007 cites W1983889159 @default.
• W2559264007 cites W1989909585 @default.
• W2559264007 cites W2010470943 @default.
• W2559264007 cites W2016626376 @default.
• W2559264007 cites W2018614621 @default.
• W2559264007 cites W2029498944 @default.
• W2559264007 cites W2032632859 @default.
• W2559264007 cites W2033213616 @default.
• W2559264007 cites W2038421847 @default.
• W2559264007 cites W2040102454 @default.
• W2559264007 cites W2045578358 @default.
• W2559264007 cites W2059763529 @default.
• W2559264007 cites W2075491568 @default.
• W2559264007 cites W2084963110 @default.
• W2559264007 cites W2085141363 @default.
• W2559264007 cites W2104325473 @default.
• W2559264007 cites W2110537886 @default.
• W2559264007 cites W2115439968 @default.
• W2559264007 cites W2121336880 @default.
• W2559264007 cites W2121896394 @default.
• W2559264007 cites W2128444593 @default.
• W2559264007 cites W2152365410 @default.
• W2559264007 hasPublicationYear "2014" @default.
• W2559264007 type Work @default.
• W2559264007 sameAs 2559264007 @default.
• W2559264007 citedByCount "1" @default.
• W2559264007 countsByYear W25592640072015 @default.
• W2559264007 crossrefType "journal-article" @default.
• W2559264007 hasAuthorship W2559264007A5008938944 @default.
• W2559264007 hasAuthorship W2559264007A5025069783 @default.
• W2559264007 hasAuthorship W2559264007A5032953548 @default.
• W2559264007 hasAuthorship W2559264007A5083724607 @default.
• W2559264007 hasConcept C103742991 @default.
• W2559264007 hasConcept C12302492 @default.
• W2559264007 hasConcept C127413603 @default.
• W2559264007 hasConcept C133731056 @default.
• W2559264007 hasConcept C147168706 @default.
• W2559264007 hasConcept C154945302 @default.
• W2559264007 hasConcept C203479927 @default.
• W2559264007 hasConcept C2775924081 @default.
• W2559264007 hasConcept C41008148 @default.
• W2559264007 hasConcept C47446073 @default.
• W2559264007 hasConcept C50644808 @default.
• W2559264007 hasConcept C51176869 @default.
• W2559264007 hasConcept C6557445 @default.
• W2559264007 hasConcept C78519656 @default.
• W2559264007 hasConcept C86803240 @default.
• W2559264007 hasConceptScore W2559264007C103742991 @default.
• W2559264007 hasConceptScore W2559264007C12302492 @default.
• W2559264007 hasConceptScore W2559264007C127413603 @default.
• W2559264007 hasConceptScore W2559264007C133731056 @default.
• W2559264007 hasConceptScore W2559264007C147168706 @default.
• W2559264007 hasConceptScore W2559264007C154945302 @default.
• W2559264007 hasConceptScore W2559264007C203479927 @default.
• W2559264007 hasConceptScore W2559264007C2775924081 @default.
• W2559264007 hasConceptScore W2559264007C41008148 @default.
• W2559264007 hasConceptScore W2559264007C47446073 @default.
• W2559264007 hasConceptScore W2559264007C50644808 @default.
• W2559264007 hasConceptScore W2559264007C51176869 @default.
• W2559264007 hasConceptScore W2559264007C6557445 @default.
• W2559264007 hasConceptScore W2559264007C78519656 @default.
• W2559264007 hasConceptScore W2559264007C86803240 @default.
• W2559264007 hasOpenAccess W2559264007 @default.
• W2559264007 hasRelatedWork W1540763116 @default.
• W2559264007 hasRelatedWork W1556269901 @default.
• W2559264007 hasRelatedWork W1964590287 @default.
• W2559264007 hasRelatedWork W2014382404 @default.
• W2559264007 hasRelatedWork W2038320094 @default.
• W2559264007 hasRelatedWork W2076950297 @default.
• W2559264007 hasRelatedWork W2095508887 @default.
• W2559264007 hasRelatedWork W2161175176 @default.
• W2559264007 hasRelatedWork W2162568456 @default.
• W2559264007 hasRelatedWork W2163194839 @default.
• W2559264007 hasRelatedWork W2164683828 @default.
• W2559264007 hasRelatedWork W2361471337 @default.
• W2559264007 hasRelatedWork W2374934900 @default.
• W2559264007 hasRelatedWork W2391145628 @default.
• W2559264007 hasRelatedWork W2575910188 @default.
• W2559264007 hasRelatedWork W2609895621 @default.
• W2559264007 hasRelatedWork W2918728541 @default.
• W2559264007 hasRelatedWork W3014460705 @default.
• W2559264007 hasRelatedWork W3016212986 @default.
• W2559264007 hasRelatedWork W650313688 @default.
• W2559264007 isParatext "false" @default.
• W2559264007 isRetracted "false" @default.

• next