FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2473238657> ?p ?o ?g. }

• W2473238657 endingPage "223" @default.
• W2473238657 startingPage "214" @default.
• W2473238657 abstract "Building Performance Simulation (BPS) is an established method used in the design phase of buildings to predict energy consumption and guide design choices. Despite their advanced abilities to model complex building systems, BPS tools typically fail to account for different and changing energy use characteristics of building occupants, contributing to important prediction errors. In parallel, Agent-Based Modeling (ABM) has emerged in recent years as a technique capable of capturing occupants’ dynamic energy consumption behaviors and actions. However, ABM lacks the building simulation capabilities to account for the complexity of various building systems in energy calculations. This research proposes a new modeling framework that integrates BPS in ABM using trained regression surrogate models. The framework is unique in its ability to (1) simulate energy use attributes of building occupants and facility managers, (2) translate those attributes to robust energy consumption estimates, and (3) help quantify the impact of uncertainty in human actions on the performance of the built environment. The framework is tested and illustrated in a case study on a prototype office building. Results indicate that providing occupants with control over their building systems can mitigate the effect of uncertainty in human actions on the performance of the built environment." @default.
• W2473238657 created "2016-07-22" @default.
• W2473238657 creator A5010106898 @default.
• W2473238657 creator A5078928090 @default.
• W2473238657 date "2016-09-01" @default.
• W2473238657 modified "2023-10-14" @default.
• W2473238657 title "Integrating building performance simulation in agent-based modeling using regression surrogate models: A novel human-in-the-loop energy modeling approach" @default.
• W2473238657 cites W1823350575 @default.
• W2473238657 cites W1965206324 @default.
• W2473238657 cites W1969885422 @default.
• W2473238657 cites W1981264004 @default.
• W2473238657 cites W1982930563 @default.
• W2473238657 cites W1990802225 @default.
• W2473238657 cites W1991277158 @default.
• W2473238657 cites W1997055709 @default.
• W2473238657 cites W1999039330 @default.
• W2473238657 cites W2000424045 @default.
• W2473238657 cites W2006772343 @default.
• W2473238657 cites W2010552688 @default.
• W2473238657 cites W2015707335 @default.
• W2473238657 cites W2027020632 @default.
• W2473238657 cites W2027526094 @default.
• W2473238657 cites W2034320279 @default.
• W2473238657 cites W2036333160 @default.
• W2473238657 cites W2036648150 @default.
• W2473238657 cites W2039873724 @default.
• W2473238657 cites W2043871169 @default.
• W2473238657 cites W2045650933 @default.
• W2473238657 cites W2046664352 @default.
• W2473238657 cites W2051635872 @default.
• W2473238657 cites W2056277721 @default.
• W2473238657 cites W2060897481 @default.
• W2473238657 cites W2068722988 @default.
• W2473238657 cites W2068956724 @default.
• W2473238657 cites W2070342971 @default.
• W2473238657 cites W2075796650 @default.
• W2473238657 cites W2082392699 @default.
• W2473238657 cites W2083065157 @default.
• W2473238657 cites W2084412545 @default.
• W2473238657 cites W2103599714 @default.
• W2473238657 cites W2105773988 @default.
• W2473238657 cites W2106857564 @default.
• W2473238657 cites W2108152153 @default.
• W2473238657 cites W2113929486 @default.
• W2473238657 cites W2125877493 @default.
• W2473238657 cites W2128120029 @default.
• W2473238657 cites W2128124091 @default.
• W2473238657 cites W2145475762 @default.
• W2473238657 cites W2146005884 @default.
• W2473238657 cites W2151767444 @default.
• W2473238657 cites W2190875827 @default.
• W2473238657 doi "https://doi.org/10.1016/j.enbuild.2016.06.079" @default.
• W2473238657 hasPublicationYear "2016" @default.
• W2473238657 type Work @default.
• W2473238657 sameAs 2473238657 @default.
• W2473238657 citedByCount "53" @default.
• W2473238657 countsByYear W24732386572017 @default.
• W2473238657 countsByYear W24732386572018 @default.
• W2473238657 countsByYear W24732386572019 @default.
• W2473238657 countsByYear W24732386572020 @default.
• W2473238657 countsByYear W24732386572021 @default.
• W2473238657 countsByYear W24732386572022 @default.
• W2473238657 countsByYear W24732386572023 @default.
• W2473238657 crossrefType "journal-article" @default.
• W2473238657 hasAuthorship W2473238657A5010106898 @default.
• W2473238657 hasAuthorship W2473238657A5078928090 @default.
• W2473238657 hasConcept C105795698 @default.
• W2473238657 hasConcept C119599485 @default.
• W2473238657 hasConcept C121332964 @default.
• W2473238657 hasConcept C127413603 @default.
• W2473238657 hasConcept C13736549 @default.
• W2473238657 hasConcept C147176958 @default.
• W2473238657 hasConcept C148803439 @default.
• W2473238657 hasConcept C170154142 @default.
• W2473238657 hasConcept C186370098 @default.
• W2473238657 hasConcept C189474733 @default.
• W2473238657 hasConcept C190831278 @default.
• W2473238657 hasConcept C2742236 @default.
• W2473238657 hasConcept C2776409380 @default.
• W2473238657 hasConcept C2778530916 @default.
• W2473238657 hasConcept C2780165032 @default.
• W2473238657 hasConcept C2780331096 @default.
• W2473238657 hasConcept C2982928256 @default.
• W2473238657 hasConcept C33923547 @default.
• W2473238657 hasConcept C41008148 @default.
• W2473238657 hasConcept C44154836 @default.
• W2473238657 hasConcept C62520636 @default.
• W2473238657 hasConceptScore W2473238657C105795698 @default.
• W2473238657 hasConceptScore W2473238657C119599485 @default.
• W2473238657 hasConceptScore W2473238657C121332964 @default.
• W2473238657 hasConceptScore W2473238657C127413603 @default.
• W2473238657 hasConceptScore W2473238657C13736549 @default.
• W2473238657 hasConceptScore W2473238657C147176958 @default.
• W2473238657 hasConceptScore W2473238657C148803439 @default.
• W2473238657 hasConceptScore W2473238657C170154142 @default.
• W2473238657 hasConceptScore W2473238657C186370098 @default.
• W2473238657 hasConceptScore W2473238657C189474733 @default.
• W2473238657 hasConceptScore W2473238657C190831278 @default.

• next