Nowadays, the need to activate sustainable building processes has become even more important, considering the scarcity of raw materials, the worrying levels of pollution, and the need to optimise the potential of existing buildings, to save material and natural resources. For this reason, it is important to define innovative strategies and methodologies to optimise the Operation & Maintenance phases of buildings lifecycle, which represent an important percentage of energy consumption in the overall life cycle cost. This study therefore aims to link the building’s BIM model with the information related to the maintenance phases and activities, directly using the APIs of the information modelling tools, limiting the loss of data related to the use of interoperability protocols. The results achieved show how it is possible to establish this direct communication between database and the model, and to extend this possibility to on-site operators as well. For this, we find limitations related to the internet network capabilities, that is still not totally adequate to support such a high IT load, and to set up maintenance cycles according to an IoT approach. Future developments of this study include the introduction of statistical techniques into the presented framework, in order to make maintenance activities even more efficient, since this would make it possible to plan intervention cycles more precisely, and to use fewer areas as storage of spare parts, thanks to a more accurate prediction of the failure rate of the components.

Improving sustainability of building operation and maintenance (O&M) process through ontologies: an introductory framework / Rossini, Francesco Livio; Novembri, Gabriele; De Santis, Edoardo. - (2023), pp. 251-259. (Intervento presentato al convegno Sustainable and digital building 2022 tenutosi a Marinha Grande, Portugal) [10.1007/978-3-031-25795-7_19].

Improving sustainability of building operation and maintenance (O&M) process through ontologies: an introductory framework

Rossini, Francesco Livio
Primo
Conceptualization
;
Novembri, Gabriele
Secondo
Supervision
;
De Santis, Edoardo
Ultimo
Methodology
2023

Abstract

Nowadays, the need to activate sustainable building processes has become even more important, considering the scarcity of raw materials, the worrying levels of pollution, and the need to optimise the potential of existing buildings, to save material and natural resources. For this reason, it is important to define innovative strategies and methodologies to optimise the Operation & Maintenance phases of buildings lifecycle, which represent an important percentage of energy consumption in the overall life cycle cost. This study therefore aims to link the building’s BIM model with the information related to the maintenance phases and activities, directly using the APIs of the information modelling tools, limiting the loss of data related to the use of interoperability protocols. The results achieved show how it is possible to establish this direct communication between database and the model, and to extend this possibility to on-site operators as well. For this, we find limitations related to the internet network capabilities, that is still not totally adequate to support such a high IT load, and to set up maintenance cycles according to an IoT approach. Future developments of this study include the introduction of statistical techniques into the presented framework, in order to make maintenance activities even more efficient, since this would make it possible to plan intervention cycles more precisely, and to use fewer areas as storage of spare parts, thanks to a more accurate prediction of the failure rate of the components.
2023
Sustainable and digital building 2022
BIM; artificial intelligence; project management; ontologies; building maintenance
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Improving sustainability of building operation and maintenance (O&M) process through ontologies: an introductory framework / Rossini, Francesco Livio; Novembri, Gabriele; De Santis, Edoardo. - (2023), pp. 251-259. (Intervento presentato al convegno Sustainable and digital building 2022 tenutosi a Marinha Grande, Portugal) [10.1007/978-3-031-25795-7_19].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1681293
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