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Title:ISKANJE OPTIMALNE POSTAVITVE INTERAKTIVNO MODELIRANIH STAVB Z UPORABO DIFERENCIALNE EVOLUCIJE IN UPOŠTEVANJEM SONČNEGA POTENCIALA NAD PODATKI LiDAR
Authors:ID Bizjak, Marko (Author)
ID Žalik, Borut (Mentor) More about this mentor... New window
ID Lukač, Niko (Comentor)
Files:.pdf UNI_Bizjak_Marko_2013.pdf (9,14 MB)
MD5: 724ED4CD266C7C18D7CD06069E5C9E6F
 
Language:Slovenian
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:Količina sončnega obseva, ki ga prejme stavba, je zelo pomembna pri izkoriščanju sončne energije za proizvodnjo električne energije in pasivnem ogrevanju stavbe ter posledično zmanjšanju emisij. V diplomskem delu iščemo optimalno postavitev stavbe, ki prejme največ sončnega potenciala skozi leto. Najprej si ustvarimo mrežo celic, ki jo generiramo iz podatkov LiDAR. Nad mrežo modeliramo stavbo in nato z uporabo diferencialne evolucije poiščemo njeno optimalno postavitev. Pri tem upoštevamo več parametrov modelirane stavbe za izboljšanje natančnosti. V eksperimentih z različnimi strategijami pokažemo, da lahko hitro najdemo globalni optimum za maksimizacijo sončnega obseva dane stavbe.
Keywords:sončni potencial, postavitev stavbe, diferencialna evolucija
Place of publishing:Maribor
Publisher:[M. Bizjak]
Year of publishing:2013
PID:20.500.12556/DKUM-41870 New window
UDC:621.31:004.92(043.2)
COBISS.SI-ID:17335062 New window
NUK URN:URN:SI:UM:DK:A6KHEU6A
Publication date in DKUM:13.09.2013
Views:1906
Downloads:189
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FERI
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Secondary language

Language:English
Title:SEARCH FOR THE OPTIMAL LAYOUT OF INTERACTIVELY MODELED BUILDINGS USING DIFFERENTIAL EVOLUTION REGARDING SOLAR POTENTIAL WITH LiDAR DATA
Abstract:The amount of solar irradiance a building receives is very important for harnessing solar energy in order to produce electricity, passive heating of buildings and consequently reducing emissions. In our thesis we are searching for the optimal layout of the building, which receives the most solar potential throughout a year. First we create a grid of cells, generated from LiDAR data. Then we model the building over the grid and search for the optimal layout using differential evolution. During the optimization we consider multiple parameters of the modeled building. Experimentally we have shown the effectiveness of different strategies by finding the global optimum for maximizing the solar irradiance for a given building.
Keywords:solar potential, building’s layout, differential evolution


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