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Multi-Criteria Model for the Selection of Construction Materials: An Approach Based on Fuzzy Logic

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2020
ObradovicPamucar.pdf (1.500Mb)
Authors
Obradović, Radojko
Pamučar, Dragan
Article (Published version)
Metadata
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Abstract
The process of construction and exploitation of a building passes through the preparation phase, the construction phase and the exploitation phase. Each of these phases involves the selection of criteria and decision making, with the aim of selecting the optimal construction materials for the building. The paper presents a new model for selecting construction materials that is based on fuzzy logic. In order to simulate the expert process of assessing the construction and exploitation of a building during which construction materials are selected, a modular fuzzy logic system was designed with a unique base of knowledge to assist in decision making on the priorities of the construction material. The model consists of four modules that are hierarchically organized on two levels. The size of the output from the model is the measure of a material’s priority. Each of the materials observed (straw, wood, brick and concrete-steel) is assigned a certain value for the criterion function, on the... basis of which the user of the system chooses the material for construction. In addition to the structure of the model, the paper presents its testing. Testing was carried out on the case study of selecting materials for the construction of five residential buildings.

Keywords:
Fuzzy logic / Fuzzy logic system / Selection of construction materials
Source:
Tehnicki vjesnik - Technical gazette, 2020, 27, 5, 1531-1543
Publisher:
  • Slavonski Brod : Faculty of Mechanical Engineering in Slavonski Brod
  • Osijek : Faculty of Electrical Engineering, Computer Science and Information Technology Osijek
  • Osijek : Faculty of Civil Engineering in Osijek

DOI: 10.17559/TV-20190426123437

ISSN: 1848-6339

Scopus: 2-s2.0-85092646362
[ Google Scholar ]
3
URI
https://raf.arh.bg.ac.rs/handle/123456789/1063
Collections
  • Publikacije istraživača / Researchers' publications
Institution/Community
Arhitektonski fakultet
TY  - JOUR
AU  - Obradović, Radojko
AU  - Pamučar, Dragan
PY  - 2020
UR  - https://raf.arh.bg.ac.rs/handle/123456789/1063
AB  - The process of construction and exploitation of a building passes through the preparation phase, the construction phase and the exploitation phase. Each of these phases involves the selection of criteria and decision making, with the aim of selecting the optimal construction materials for the building. The paper presents a new model for selecting construction materials that is based on fuzzy logic. In order to simulate the expert process of assessing the construction and exploitation of a building during which construction materials are selected, a modular fuzzy logic system was designed with a unique base of knowledge to assist in decision making on the priorities of the construction material. The model consists of four modules that are hierarchically organized on two levels. The size of the output from the model is the measure of a material’s priority. Each of the materials observed (straw, wood, brick and concrete-steel) is assigned a certain value for the criterion function, on the basis of which the user of the system chooses the material for construction. In addition to the structure of the model, the paper presents its testing. Testing was carried out on the case study of selecting materials for the construction of five residential buildings.
PB  - Slavonski Brod : Faculty of Mechanical Engineering in Slavonski Brod
PB  - Osijek : Faculty of Electrical Engineering, Computer Science and Information Technology Osijek
PB  - Osijek : Faculty of Civil Engineering in Osijek
T2  - Tehnicki vjesnik - Technical gazette
T1  - Multi-Criteria Model for the Selection of Construction Materials: An Approach Based on Fuzzy Logic
VL  - 27
IS  - 5
SP  - 1531
EP  - 1543
DO  - 10.17559/TV-20190426123437
ER  - 
@article{
author = "Obradović, Radojko and Pamučar, Dragan",
year = "2020",
abstract = "The process of construction and exploitation of a building passes through the preparation phase, the construction phase and the exploitation phase. Each of these phases involves the selection of criteria and decision making, with the aim of selecting the optimal construction materials for the building. The paper presents a new model for selecting construction materials that is based on fuzzy logic. In order to simulate the expert process of assessing the construction and exploitation of a building during which construction materials are selected, a modular fuzzy logic system was designed with a unique base of knowledge to assist in decision making on the priorities of the construction material. The model consists of four modules that are hierarchically organized on two levels. The size of the output from the model is the measure of a material’s priority. Each of the materials observed (straw, wood, brick and concrete-steel) is assigned a certain value for the criterion function, on the basis of which the user of the system chooses the material for construction. In addition to the structure of the model, the paper presents its testing. Testing was carried out on the case study of selecting materials for the construction of five residential buildings.",
publisher = "Slavonski Brod : Faculty of Mechanical Engineering in Slavonski Brod, Osijek : Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, Osijek : Faculty of Civil Engineering in Osijek",
journal = "Tehnicki vjesnik - Technical gazette",
title = "Multi-Criteria Model for the Selection of Construction Materials: An Approach Based on Fuzzy Logic",
volume = "27",
number = "5",
pages = "1531-1543",
doi = "10.17559/TV-20190426123437"
}
Obradović, R.,& Pamučar, D.. (2020). Multi-Criteria Model for the Selection of Construction Materials: An Approach Based on Fuzzy Logic. in Tehnicki vjesnik - Technical gazette
Slavonski Brod : Faculty of Mechanical Engineering in Slavonski Brod., 27(5), 1531-1543.
https://doi.org/10.17559/TV-20190426123437
Obradović R, Pamučar D. Multi-Criteria Model for the Selection of Construction Materials: An Approach Based on Fuzzy Logic. in Tehnicki vjesnik - Technical gazette. 2020;27(5):1531-1543.
doi:10.17559/TV-20190426123437 .
Obradović, Radojko, Pamučar, Dragan, "Multi-Criteria Model for the Selection of Construction Materials: An Approach Based on Fuzzy Logic" in Tehnicki vjesnik - Technical gazette, 27, no. 5 (2020):1531-1543,
https://doi.org/10.17559/TV-20190426123437 . .

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