FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4294266579> ?p ?o ?g. }

• W4294266579 endingPage "125286" @default.
• W4294266579 startingPage "125286" @default.
• W4294266579 abstract "In practical operations, various static and dynamic parameters affect the prediction of building energy. In this study, seven modes were constructed based on the Extra-Trees algorithm to investigate the impacts of 19 factors involving physical, environmental, and social aspects on the specific energy consumption. The analysis is supported by data obtained from 110 public buildings over one year in Shenzhen, China. The results indicate that considering more factors significantly improves the prediction accuracy. Factor importance analysis shows that building type is the most significant factor, followed by ambient temperature, month, structure, floor area, and rent price. The external wall material is the least significant factor, followed by the type of heating system and subdistrict population. At least the top 8 most important factors must be provided to maintain an accuracy above 80%. Furthermore, the sensitivity analysis indicates that the SECs of comprehensive and office buildings demonstrate opposite variation trends to floor area; for rent price and distance from central business district, the SECs of comprehensive building show inverse and positive change trends, respectively, but the SECs of office remain almost unchanged. In addition, buildings with internal insulation can lead to more SEC in such climate." @default.
• W4294266579 created "2022-09-02" @default.
• W4294266579 creator A5037682194 @default.
• W4294266579 creator A5044544424 @default.
• W4294266579 creator A5064403506 @default.
• W4294266579 creator A5091896736 @default.
• W4294266579 date "2022-12-01" @default.
• W4294266579 modified "2023-10-06" @default.
• W4294266579 title "Effect of physical, environmental, and social factors on prediction of building energy consumption for public buildings based on real-world big data" @default.
• W4294266579 cites W1479140745 @default.
• W4294266579 cites W1963876129 @default.
• W4294266579 cites W1967379861 @default.
• W4294266579 cites W1977178469 @default.
• W4294266579 cites W1990836268 @default.
• W4294266579 cites W2041988397 @default.
• W4294266579 cites W2051607409 @default.
• W4294266579 cites W2056132907 @default.
• W4294266579 cites W2077593649 @default.
• W4294266579 cites W2128120029 @default.
• W4294266579 cites W2153949457 @default.
• W4294266579 cites W2167152259 @default.
• W4294266579 cites W2403113876 @default.
• W4294266579 cites W2410029101 @default.
• W4294266579 cites W2412399029 @default.
• W4294266579 cites W2416284055 @default.
• W4294266579 cites W2421988710 @default.
• W4294266579 cites W2471829290 @default.
• W4294266579 cites W2741280287 @default.
• W4294266579 cites W2763500568 @default.
• W4294266579 cites W2765676214 @default.
• W4294266579 cites W2768636870 @default.
• W4294266579 cites W2773309836 @default.
• W4294266579 cites W2802491896 @default.
• W4294266579 cites W2899225851 @default.
• W4294266579 cites W2904480692 @default.
• W4294266579 cites W2906033034 @default.
• W4294266579 cites W2911794652 @default.
• W4294266579 cites W2913226484 @default.
• W4294266579 cites W2920901284 @default.
• W4294266579 cites W2963317745 @default.
• W4294266579 cites W2996374824 @default.
• W4294266579 cites W3004454690 @default.
• W4294266579 cites W3012986089 @default.
• W4294266579 cites W3021900882 @default.
• W4294266579 cites W3034041068 @default.
• W4294266579 cites W3043389165 @default.
• W4294266579 cites W3083964105 @default.
• W4294266579 cites W3111921477 @default.
• W4294266579 cites W3172798126 @default.
• W4294266579 cites W925742927 @default.
• W4294266579 doi "https://doi.org/10.1016/j.energy.2022.125286" @default.
• W4294266579 hasPublicationYear "2022" @default.
• W4294266579 type Work @default.
• W4294266579 citedByCount "7" @default.
• W4294266579 countsByYear W42942665792022 @default.
• W4294266579 countsByYear W42942665792023 @default.
• W4294266579 crossrefType "journal-article" @default.
• W4294266579 hasAuthorship W4294266579A5037682194 @default.
• W4294266579 hasAuthorship W4294266579A5044544424 @default.
• W4294266579 hasAuthorship W4294266579A5064403506 @default.
• W4294266579 hasAuthorship W4294266579A5091896736 @default.
• W4294266579 hasConcept C119599485 @default.
• W4294266579 hasConcept C127413603 @default.
• W4294266579 hasConcept C134560507 @default.
• W4294266579 hasConcept C144024400 @default.
• W4294266579 hasConcept C147176958 @default.
• W4294266579 hasConcept C149923435 @default.
• W4294266579 hasConcept C162324750 @default.
• W4294266579 hasConcept C170154142 @default.
• W4294266579 hasConcept C2780165032 @default.
• W4294266579 hasConcept C2908647359 @default.
• W4294266579 hasConcept C30772137 @default.
• W4294266579 hasConcept C36289849 @default.
• W4294266579 hasConcept C39432304 @default.
• W4294266579 hasConcept C41008148 @default.
• W4294266579 hasConceptScore W4294266579C119599485 @default.
• W4294266579 hasConceptScore W4294266579C127413603 @default.
• W4294266579 hasConceptScore W4294266579C134560507 @default.
• W4294266579 hasConceptScore W4294266579C144024400 @default.
• W4294266579 hasConceptScore W4294266579C147176958 @default.
• W4294266579 hasConceptScore W4294266579C149923435 @default.
• W4294266579 hasConceptScore W4294266579C162324750 @default.
• W4294266579 hasConceptScore W4294266579C170154142 @default.
• W4294266579 hasConceptScore W4294266579C2780165032 @default.
• W4294266579 hasConceptScore W4294266579C2908647359 @default.
• W4294266579 hasConceptScore W4294266579C30772137 @default.
• W4294266579 hasConceptScore W4294266579C36289849 @default.
• W4294266579 hasConceptScore W4294266579C39432304 @default.
• W4294266579 hasConceptScore W4294266579C41008148 @default.
• W4294266579 hasLocation W42942665791 @default.
• W4294266579 hasOpenAccess W4294266579 @default.
• W4294266579 hasPrimaryLocation W42942665791 @default.
• W4294266579 hasRelatedWork W2037801628 @default.
• W4294266579 hasRelatedWork W2038130624 @default.
• W4294266579 hasRelatedWork W2102873331 @default.
• W4294266579 hasRelatedWork W2406747782 @default.
• W4294266579 hasRelatedWork W2502168120 @default.
• W4294266579 hasRelatedWork W2899084033 @default.

• next