Iskanje optimalne postavitve interaktivno modeliranih stavb z uporabo diferencialne evolucije in upoštevanjem sončnega potenciala nad podatki LiDAR

diplomsko delo

Marko Bizjak (Author), Borut Žalik (Mentor), Niko Lukač (Co-mentor)

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

LiDAR;računalniška geometrija;sončni potencial;postavitev stavbe;diferencialna evolucija;

Data

Language:	Slovenian
Year of publishing:	2013
Typology:	2.11 - Undergraduate Thesis
Organization:	UM FERI - Faculty of Electrical Engineering and Computer Science
Publisher:	[M. Bizjak]
UDC:	621.31:004.92(043.2)
COBISS:	17335062
Views:	1322
Downloads:	144
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	English
Secondary title:	SEARCH FOR THE OPTIMAL LAYOUT OF INTERACTIVELY MODELED BUILDINGS USING DIFFERENTIAL EVOLUTION REGARDING SOLAR POTENTIAL WITH LiDAR DATA
Secondary 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.
Secondary keywords:	LiDAR;computational geometry;solar potenctial;building's layout;differential evolution;
URN:	URN:SI:UM:
Type (COBISS):	Bachelor thesis/paper
Thesis comment:	Univ. v Mariboru, Fak. za elektrotehniko, računalništvo in informatiko
Pages:	IX, 36 str.
ID:	8727387