BIM-based decision support for building condition assessment

Building condition assessment requires the integration of various types of data such as building characteristics, the properties of elements/systems and maintenance records. Previous research has focused on identifying these data and developing a building condition risk assessment model based on Bay...

Descripción completa

Detalles Bibliográficos
Autores: Alavi, Hamidreza|||0000-0003-4573-3286, Bortolini, Rafaela|||0000-0002-6911-4423, Forcada Matheu, Núria|||0000-0003-2109-4205
Tipo de recurso: artículo
Fecha de publicación:2022
País:España
Institución:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglés
OAI Identifier:oai:upcommons.upc.edu:2117/360681
Acceso en línea:https://hdl.handle.net/2117/360681
https://dx.doi.org/10.1016/j.autcon.2021.104117
Access Level:acceso abierto
Palabra clave:Buildings--Maintenance
Project management
Management information systems
Decision support systems
Building information modelling
Data model
Unified modelling language
Bayesian networks
Building condition
Facility management
Decision support
Visualization
Edificis--Manteniment i reparació
Gestió de projectes
Sistemes d'informació per a la gestió
Sistemes d'ajuda a la decisió
Àrees temàtiques de la UPC::Edificació::Manteniment d'edificis
Descripción
Sumario:Building condition assessment requires the integration of various types of data such as building characteristics, the properties of elements/systems and maintenance records. Previous research has focused on identifying these data and developing a building condition risk assessment model based on Bayesian networks (BN). However, due to interoperability issues, the process of transferring the data is performed manually, which requires considerable time and effort. To address this issue, this paper presents a data model to integrate the building condition risk assessment model into BIM. The proposed data model is implemented in existing software as a case study and tested and evaluated on three scenarios. Addressing interoperability will leverage the BIM tool as a data re- pository to automate the data transfer process and improve its consistency and reliability. It will also enable BIM to be a more effective tool for building condition and causality analysis visualization.