Matches in SemOpenAlex for { <https://semopenalex.org/work/W2000430632> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W2000430632 abstract "High-fidelity building energy simulation models are established on well-known physical laws and attempt to faithfully represent a real building. The numerical solution of differential algebraic equations that interpret thermal balance of buildings is included in building energy simulation models. It thereby leads to highly discontinuous systems that involve a large number of sub-routine calls and model switches during the execution. To acquire a building energy simulation model with good quality, parameter sensitivity analysis is well-advocated since it aims to target those parameters from the parameter pool in a specific building that hold more influence on the building thermal performance than others. Since building energy simulation models are given in a large piece of program codes and encapsulate a series of sub-models, the existing sensitivity analysis is built on Monte Carlo simulation and statistics-based random sampling methods only, e.g., Monte Carlo sampling and Latin Hypercube sampling methods, which are extremely time-consuming. We propose to perform the sensitivity analysis of a first-principle high-fidelity building energy simulation model via a straightforward differential sensitivity analysis method that relies on the estimation of derivatives. A key technical challenge is that the complexity of the model prohibits the analytical differentiation, while the numerical differentiation is sensitive to step size and suffers from the truncation error. We, hence, propose to adopt an automatic differentiation method, which exploits the operator overload feature of object oriented programming language, to obtain accurate numerical estimations of derivatives in an automated and computationally efficient way." @default.
- W2000430632 created "2016-06-24" @default.
- W2000430632 creator A5052700174 @default.
- W2000430632 creator A5069323812 @default.
- W2000430632 creator A5069405183 @default.
- W2000430632 creator A5079564314 @default.
- W2000430632 creator A5081318069 @default.
- W2000430632 date "2014-04-01" @default.
- W2000430632 modified "2023-09-25" @default.
- W2000430632 title "Sensitivity analysis for building energy simulation model calibration via automatic differentiation" @default.
- W2000430632 cites W1968936982 @default.
- W2000430632 cites W1997986440 @default.
- W2000430632 cites W2007844788 @default.
- W2000430632 cites W2014078287 @default.
- W2000430632 cites W2029663591 @default.
- W2000430632 cites W2076554018 @default.
- W2000430632 cites W2084772309 @default.
- W2000430632 cites W2128701314 @default.
- W2000430632 cites W54927611 @default.
- W2000430632 doi "https://doi.org/10.1109/icnsc.2014.6819695" @default.
- W2000430632 hasPublicationYear "2014" @default.
- W2000430632 type Work @default.
- W2000430632 sameAs 2000430632 @default.
- W2000430632 citedByCount "2" @default.
- W2000430632 countsByYear W20004306322018 @default.
- W2000430632 countsByYear W20004306322021 @default.
- W2000430632 crossrefType "proceedings-article" @default.
- W2000430632 hasAuthorship W2000430632A5052700174 @default.
- W2000430632 hasAuthorship W2000430632A5069323812 @default.
- W2000430632 hasAuthorship W2000430632A5069405183 @default.
- W2000430632 hasAuthorship W2000430632A5079564314 @default.
- W2000430632 hasAuthorship W2000430632A5081318069 @default.
- W2000430632 hasConcept C104942944 @default.
- W2000430632 hasConcept C105795698 @default.
- W2000430632 hasConcept C106131492 @default.
- W2000430632 hasConcept C11413529 @default.
- W2000430632 hasConcept C126255220 @default.
- W2000430632 hasConcept C127413603 @default.
- W2000430632 hasConcept C133512626 @default.
- W2000430632 hasConcept C134306372 @default.
- W2000430632 hasConcept C140779682 @default.
- W2000430632 hasConcept C154181440 @default.
- W2000430632 hasConcept C186370098 @default.
- W2000430632 hasConcept C19499675 @default.
- W2000430632 hasConcept C20820323 @default.
- W2000430632 hasConcept C21200559 @default.
- W2000430632 hasConcept C24326235 @default.
- W2000430632 hasConcept C28826006 @default.
- W2000430632 hasConcept C31972630 @default.
- W2000430632 hasConcept C33923547 @default.
- W2000430632 hasConcept C41008148 @default.
- W2000430632 hasConcept C44154836 @default.
- W2000430632 hasConcept C45374587 @default.
- W2000430632 hasConceptScore W2000430632C104942944 @default.
- W2000430632 hasConceptScore W2000430632C105795698 @default.
- W2000430632 hasConceptScore W2000430632C106131492 @default.
- W2000430632 hasConceptScore W2000430632C11413529 @default.
- W2000430632 hasConceptScore W2000430632C126255220 @default.
- W2000430632 hasConceptScore W2000430632C127413603 @default.
- W2000430632 hasConceptScore W2000430632C133512626 @default.
- W2000430632 hasConceptScore W2000430632C134306372 @default.
- W2000430632 hasConceptScore W2000430632C140779682 @default.
- W2000430632 hasConceptScore W2000430632C154181440 @default.
- W2000430632 hasConceptScore W2000430632C186370098 @default.
- W2000430632 hasConceptScore W2000430632C19499675 @default.
- W2000430632 hasConceptScore W2000430632C20820323 @default.
- W2000430632 hasConceptScore W2000430632C21200559 @default.
- W2000430632 hasConceptScore W2000430632C24326235 @default.
- W2000430632 hasConceptScore W2000430632C28826006 @default.
- W2000430632 hasConceptScore W2000430632C31972630 @default.
- W2000430632 hasConceptScore W2000430632C33923547 @default.
- W2000430632 hasConceptScore W2000430632C41008148 @default.
- W2000430632 hasConceptScore W2000430632C44154836 @default.
- W2000430632 hasConceptScore W2000430632C45374587 @default.
- W2000430632 hasLocation W20004306321 @default.
- W2000430632 hasOpenAccess W2000430632 @default.
- W2000430632 hasPrimaryLocation W20004306321 @default.
- W2000430632 hasRelatedWork W1966050627 @default.
- W2000430632 hasRelatedWork W2000430632 @default.
- W2000430632 hasRelatedWork W2051198468 @default.
- W2000430632 hasRelatedWork W2294353770 @default.
- W2000430632 hasRelatedWork W2362385994 @default.
- W2000430632 hasRelatedWork W2372067902 @default.
- W2000430632 hasRelatedWork W2461087680 @default.
- W2000430632 hasRelatedWork W2613861827 @default.
- W2000430632 hasRelatedWork W38162065 @default.
- W2000430632 hasRelatedWork W4283732847 @default.
- W2000430632 isParatext "false" @default.
- W2000430632 isRetracted "false" @default.
- W2000430632 magId "2000430632" @default.
- W2000430632 workType "article" @default.