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Title:
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Discussion about the use of Bayesian networks models for making predictive maintenance decisions
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Author:
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Bortolini, Rafaela; Forcada Matheu, Núria
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Other authors:
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Universitat Politècnica de Catalunya. Departament d'Enginyeria Civil i Ambiental; Universitat Politècnica de Catalunya. Departament d'Enginyeria de Projectes i de la Construcció; Universitat Politècnica de Catalunya. GRIC - Grup de Recerca i Innovació de la Construcció |
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Abstract:
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The performance of a building decreases with time and this process is accelerated if proper maintenance is not carried out. This paper presents a discussion about the importance of predictive maintenance actions to enhance the condition of existing buildings. An approach based on Bayesian networks (BN) is proposed to predict the condition of a building. The proposed approach consists of a conceptual and generic model, including the factors with more influence in the condition of a building, which were identified by a literature review. The relationships between these factors and a discussion about the application of this model in maintenance decision-making are provided. |
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Abstract:
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Peer Reviewed |
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Subject(s):
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-Àrees temàtiques de la UPC::Edificació::Manteniment d'edificis
-Buildings--Maintenance
-Bayesian statistical decision theory
-Building performance
-Decision-making
-Predictive maintenance
-Edificis -- Manteniment i reparació
-Estadística bayesiana |
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Rights:
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Document type:
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Article - Published version
Conference Object |
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Published by:
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Heriot-Watt University
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