Expert Panel, Preventive Maintenance of Heritage Buildings and Fuzzy Logic System: An Application in Valdivia, Chile

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dc.contributor.authorCarpio, Manuel
dc.contributor.authorPrieto, Andres J.
dc.date.accessioned2024-01-10T12:36:57Z
dc.date.available2024-01-10T12:36:57Z
dc.date.issued2021
dc.description.abstractThe maintenance of buildings is a highly complex decision process, which is generally due to professional experts having to consider several arduous evaluations, especially regarding uncertainty related to why, when and how to intervene. This study concerns the analysis of the uncertainty associated with professional experts' surveys during the decision-making process during building maintenance. For this purpose, a case study of a timber-structure building was examined. An expert panel of 66 professionals with expertise in construction engineering carried out a systematic and automated evaluation. This kind of digital method is capable of managing the uncertainty associated with the evaluation processes by different specialists. Experts can evaluate various nuances and approximations in the model's input parameters. The fuzzy model helps to harmonize the results since minor variations in the evaluation of the input parameters do not generate a large dispersion over the model's output variable. The novelty of this study concerns the application of a digital methodology based on a fuzzy logic model to assist a professional expert panel in different areas-architecture, engineering and construction. This study is oriented through an artificial intelligence based method applied by specialists to set intervention priorities, support maintenance management of the examined building and minimise human error during data collection and uncertainty related to making decisions. The lessons learned from the results obtained in this study promote the use of this kind of digital tool to manage the uncertainty associated with in-situ visual inspections.
dc.description.funderAgencia Nacional de Investigacion y Desarrollo (ANID) of Chile
dc.fechaingreso.objetodigital2024-05-23
dc.format.extent15 páginas
dc.fuente.origenWOS
dc.identifier.doi10.3390/su13126922
dc.identifier.eissn2071-1050
dc.identifier.urihttps://doi.org/10.3390/su13126922
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/76702
dc.identifier.wosidWOS:000666938400001
dc.information.autorucFacultad de Ingeniería; Carpio Martinez, Manuel; S/I; 1064226
dc.issue.numero12
dc.language.isoen
dc.nota.accesoContenido completo
dc.publisherMDPI
dc.revistaSUSTAINABILITY
dc.rightsacceso abierto
dc.subjectfuzzy system
dc.subjectuncertainty
dc.subjectexpert panel
dc.subjectdecision-making
dc.subjecttimber structure
dc.subjectbuilding
dc.subjectDECISION-SUPPORT-SYSTEM
dc.subjectSERVICE LIFE PREDICTION
dc.subjectRESIDENTIAL BUILDINGS
dc.subjectCLIMATE-CHANGE
dc.subjectCONSTRUCTION
dc.subjectUNCERTAINTY
dc.subjectSUSTAINABILITY
dc.subject.ods11 Sustainable Cities and Communities
dc.subject.odspa11 Ciudades y comunidades sostenibles
dc.titleExpert Panel, Preventive Maintenance of Heritage Buildings and Fuzzy Logic System: An Application in Valdivia, Chile
dc.typeartículo
dc.volumen13
sipa.codpersvinculados1064226
sipa.indexWOS
sipa.trazabilidadCarga SIPA;09-01-2024
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