Uncertainty and fuzzy decisions in earthquake risk evaluation of buildings

© 2019, Chulalongkorn University, Faculty of Fine and Applied Arts. All rights reserved. The Northern region of Thailand has been considered as one of the seismic risk zones. However, most existing buildings in the area had been designed and constructed based on old building design codes without sei...

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Main Authors: Akkachai Ketsap, Chayanon Hansapinyo, Nopadon Kronprasert, Suchart Limkatanyu
Format: Journal
Published: 2020
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http://cmuir.cmu.ac.th/jspui/handle/6653943832/67833
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-678332020-04-02T15:06:23Z Uncertainty and fuzzy decisions in earthquake risk evaluation of buildings Akkachai Ketsap Chayanon Hansapinyo Nopadon Kronprasert Suchart Limkatanyu Engineering © 2019, Chulalongkorn University, Faculty of Fine and Applied Arts. All rights reserved. The Northern region of Thailand has been considered as one of the seismic risk zones. However, most existing buildings in the area had been designed and constructed based on old building design codes without seismic consideration. Therefore, those buildings are required to upgrade based on earthquake building damage risk evaluation. With resource limitations, it is not feasible to retrofit all buildings in a short period. In addition, the results of the risk evaluation contain uncertain inputs and outputs. The objective of this study is to prioritize building retrofit based on fuzzy earthquake risk assessment. The risk assessment of a building was made considering the risk factors including (1) building vulnerability, (2) seismic intensity and (3) building values. Then, the total risk was calculated by integrating all the risk factors with their uncertainties using a fuzzy rule based model. An example of the retrofit prioritization is shown here considering the three fuzzy factors. The ranking is hospital, temple, school, government building, factory and house, respectively. The result helps decision makers to screen and prioritize the building retrofitting in the seismically prone area. 2020-04-02T15:06:23Z 2020-04-02T15:06:23Z 2019-01-01 Journal 01258281 2-s2.0-85073536093 10.4186/ej.2019.23.5.89 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85073536093&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/67833
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Engineering
spellingShingle Engineering
Akkachai Ketsap
Chayanon Hansapinyo
Nopadon Kronprasert
Suchart Limkatanyu
Uncertainty and fuzzy decisions in earthquake risk evaluation of buildings
description © 2019, Chulalongkorn University, Faculty of Fine and Applied Arts. All rights reserved. The Northern region of Thailand has been considered as one of the seismic risk zones. However, most existing buildings in the area had been designed and constructed based on old building design codes without seismic consideration. Therefore, those buildings are required to upgrade based on earthquake building damage risk evaluation. With resource limitations, it is not feasible to retrofit all buildings in a short period. In addition, the results of the risk evaluation contain uncertain inputs and outputs. The objective of this study is to prioritize building retrofit based on fuzzy earthquake risk assessment. The risk assessment of a building was made considering the risk factors including (1) building vulnerability, (2) seismic intensity and (3) building values. Then, the total risk was calculated by integrating all the risk factors with their uncertainties using a fuzzy rule based model. An example of the retrofit prioritization is shown here considering the three fuzzy factors. The ranking is hospital, temple, school, government building, factory and house, respectively. The result helps decision makers to screen and prioritize the building retrofitting in the seismically prone area.
format Journal
author Akkachai Ketsap
Chayanon Hansapinyo
Nopadon Kronprasert
Suchart Limkatanyu
author_facet Akkachai Ketsap
Chayanon Hansapinyo
Nopadon Kronprasert
Suchart Limkatanyu
author_sort Akkachai Ketsap
title Uncertainty and fuzzy decisions in earthquake risk evaluation of buildings
title_short Uncertainty and fuzzy decisions in earthquake risk evaluation of buildings
title_full Uncertainty and fuzzy decisions in earthquake risk evaluation of buildings
title_fullStr Uncertainty and fuzzy decisions in earthquake risk evaluation of buildings
title_full_unstemmed Uncertainty and fuzzy decisions in earthquake risk evaluation of buildings
title_sort uncertainty and fuzzy decisions in earthquake risk evaluation of buildings
publishDate 2020
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85073536093&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/67833
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