FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3126675208> ?p ?o ?g. }

• W3126675208 endingPage "107566" @default.
• W3126675208 startingPage "107566" @default.
• W3126675208 abstract "Passive solar design is an effective strategy to alleviate the energy-intensive status of the building sector. Identifying passive solar design parameters that significantly impact office buildings’ energy performance can further understand sustainable design principles and prioritize energy efficiency measures. This study proposes a holistic methodology integrating data mining techniques and parametric energy simulation to explore the critical design parameters in passive solar office building envelopes in hot and humid climates. The data mining module incorporates Extreme Gradient Boosting Decision Tree (XGBoost) and association rule mining to measure feature importance and extract strong correlations, respectively. A case study, using a typical office building in Guangzhou, China as a reference building, is conducted to demonstrate the implementation procedure and feasibility of the proposed approach. In total, 115,200 design scenarios are created and simulated in EnergyPlus software. The results of XGBoost show that the glazing system, window-to-wall ratio, and roof coating are the most critical design factors, with importance scores of 0.4858, 0.3197, and 0.1297, respectively. Similarly, based on a confidence threshold of 30% and a lift threshold of 3.0, the extracted association rules indicate that the above three factors have the strongest correlations with the energy consumption level. Findings of this study will provide practical passive solar design guidance for office buildings in hot and humid climates to achieve energy-saving targets. Also, the developed simulation-based data mining method can be applied to other building types in different climates." @default.
• W3126675208 created "2021-02-15" @default.
• W3126675208 creator A5008316247 @default.
• W3126675208 creator A5017601937 @default.
• W3126675208 creator A5027909839 @default.
• W3126675208 creator A5043697266 @default.
• W3126675208 creator A5072519607 @default.
• W3126675208 date "2021-06-01" @default.
• W3126675208 modified "2023-10-12" @default.
• W3126675208 title "Identification of passive solar design determinants in office building envelopes in hot and humid climates using data mining techniques" @default.
• W3126675208 cites W1119483623 @default.
• W3126675208 cites W1643050359 @default.
• W3126675208 cites W1814738013 @default.
• W3126675208 cites W1888071742 @default.
• W3126675208 cites W1965774299 @default.
• W3126675208 cites W1967379861 @default.
• W3126675208 cites W1981822378 @default.
• W3126675208 cites W1985567920 @default.
• W3126675208 cites W1993874738 @default.
• W3126675208 cites W1997986440 @default.
• W3126675208 cites W1999798764 @default.
• W3126675208 cites W2004399783 @default.
• W3126675208 cites W2010371041 @default.
• W3126675208 cites W2014595494 @default.
• W3126675208 cites W2017282946 @default.
• W3126675208 cites W2019768475 @default.
• W3126675208 cites W2021384056 @default.
• W3126675208 cites W2023406540 @default.
• W3126675208 cites W2025468929 @default.
• W3126675208 cites W2026269691 @default.
• W3126675208 cites W2035564911 @default.
• W3126675208 cites W2054618660 @default.
• W3126675208 cites W2064853889 @default.
• W3126675208 cites W2065018830 @default.
• W3126675208 cites W2066379452 @default.
• W3126675208 cites W2071994819 @default.
• W3126675208 cites W2079264523 @default.
• W3126675208 cites W2081094045 @default.
• W3126675208 cites W2081319752 @default.
• W3126675208 cites W2082260089 @default.
• W3126675208 cites W2088265753 @default.
• W3126675208 cites W2089826294 @default.
• W3126675208 cites W2092411397 @default.
• W3126675208 cites W2093269541 @default.
• W3126675208 cites W2103299856 @default.
• W3126675208 cites W2108152153 @default.
• W3126675208 cites W2110021745 @default.
• W3126675208 cites W2127170577 @default.
• W3126675208 cites W2135239083 @default.
• W3126675208 cites W2163121678 @default.
• W3126675208 cites W2167057302 @default.
• W3126675208 cites W2186775624 @default.
• W3126675208 cites W2285392563 @default.
• W3126675208 cites W2313955091 @default.
• W3126675208 cites W2538688430 @default.
• W3126675208 cites W2562231495 @default.
• W3126675208 cites W2568257582 @default.
• W3126675208 cites W2588992545 @default.
• W3126675208 cites W2593905952 @default.
• W3126675208 cites W2768102363 @default.
• W3126675208 cites W2773012757 @default.
• W3126675208 cites W2777507089 @default.
• W3126675208 cites W2789409820 @default.
• W3126675208 cites W2796620770 @default.
• W3126675208 cites W2891193639 @default.
• W3126675208 cites W2897528674 @default.
• W3126675208 cites W2908982366 @default.
• W3126675208 cites W2973340906 @default.
• W3126675208 cites W2990931078 @default.
• W3126675208 cites W2993745328 @default.
• W3126675208 cites W3000984364 @default.
• W3126675208 cites W3007290267 @default.
• W3126675208 cites W3014504021 @default.
• W3126675208 cites W3102476541 @default.
• W3126675208 cites W4231136594 @default.
• W3126675208 doi "https://doi.org/10.1016/j.buildenv.2020.107566" @default.
• W3126675208 hasPublicationYear "2021" @default.
• W3126675208 type Work @default.
• W3126675208 sameAs 3126675208 @default.
• W3126675208 citedByCount "20" @default.
• W3126675208 countsByYear W31266752082021 @default.
• W3126675208 countsByYear W31266752082022 @default.
• W3126675208 countsByYear W31266752082023 @default.
• W3126675208 crossrefType "journal-article" @default.
• W3126675208 hasAuthorship W3126675208A5008316247 @default.
• W3126675208 hasAuthorship W3126675208A5017601937 @default.
• W3126675208 hasAuthorship W3126675208A5027909839 @default.
• W3126675208 hasAuthorship W3126675208A5043697266 @default.
• W3126675208 hasAuthorship W3126675208A5072519607 @default.
• W3126675208 hasConcept C119599485 @default.
• W3126675208 hasConcept C121217528 @default.
• W3126675208 hasConcept C124101348 @default.
• W3126675208 hasConcept C127413603 @default.
• W3126675208 hasConcept C147176958 @default.
• W3126675208 hasConcept C149039472 @default.
• W3126675208 hasConcept C170154142 @default.
• W3126675208 hasConcept C18903297 @default.
• W3126675208 hasConcept C193524817 @default.

• next