Developments in hyper real-time simulation of transient heat-flow in buildings

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dc.contributor.author Abi Shdid, Caesar
dc.contributor.author Issa, Raja
dc.contributor.author Fllod, Ian
dc.date.accessioned 2017-06-07T08:32:01Z
dc.date.available 2017-06-07T08:32:01Z
dc.date.issued 2017-06-07
dc.identifier.uri http://hdl.handle.net/10725/5734
dc.description.abstract This paper reports on the latest results in the development of a new approach for simulating the thermal behavior of buildings that overcomes the limitations of conventional heat-transfer simulation methods such as FDM and FEM. The proposed technique uses a coarse-grain approach to model development whereby each element represents a complete building component such as a wall, internal space, or floor. The thermal behavior of each coarse-grain element is captured using empirical modeling techniques such as artificial neural networks (ANNs). The main advantages of the approach compared to conventional simulation methods are: (a) simplified model construction for the end-user; (b) simplified model reconfiguration; (c) significantly faster simulation runs (orders of magnitude faster for two and three-dimensional models); and (d) potentially more accurate results. The paper demonstrates the viability of the approach through a number of experiments with a model of a composite wall. The approach is shown to be able to sustain highly accurate longterm simulation runs, if the coarse-grain modeling elements are implemented as ANNs. In contrast, an implementation of the coarse-grain elements using a linear model is shown to function inaccurately and erratically. The paper concludes with an identification of on-going work and future areas for development of the technique. en_US
dc.language.iso en en_US
dc.title Developments in hyper real-time simulation of transient heat-flow in buildings en_US
dc.type Conference Paper / Proceeding en_US
dc.author.school SOE en_US
dc.author.idnumber 199431340 en_US
dc.author.department Civil Engineering en_US
dc.description.embargo N/A en_US
dc.identifier.ctation Flood, I., Issa, R., & Abu-Shdid, C. (2004). Developments in Hyper Real-Time Simulation of Transient Heat-Flow in Buildings. en_US
dc.author.email caesar.abishdid@lau.edu.lb en_US
dc.conference.date 02-04 July 2004 en_US
dc.conference.place Weimar en_US
dc.conference.title International Conference on Computing in Civil and Building Engineering en_US
dc.identifier.tou http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php en_US
dc.identifier.url https://e-pub.uni-weimar.de/opus4/frontdoor/index/index/year/2004/docId/196 en_US
dc.orcid.id 0000-0002-7114-4795 en_US
dc.author.affiliation Lebanese American University en_US

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