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Keywords: Predictive maintenance
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Journal Articles
Inês Caetano, Debora Pinto, Margarida Amândio, João Silva, Luís Sanhudo, Miguel Azenha, Mohamad El Sibaii, José Granja, Hugo Patrício, Francisco Ganhão, João Poças Martins
Built Environment Project and Asset Management (2026) 16 (5): 1097–1114.
Published: 01 June 2026
..., predictive maintenance and improved decision-making. Key outputs include standardised data exchange protocols, product data templates, BIM object classes for tunnel components and digital twinning algorithms. Benefits observed include improved collaboration, automatic anomaly detection and enhanced...
Journal Articles
Built Environment Project and Asset Management (2026) 16 (2): 321–337.
Published: 02 March 2026
... and intervention planning (Obradović et al., 2024). A distinguishing feature of the model is its incorporation of ML-based predictive maintenance and UAV-supported façade inspections. These technologies have been shown to significantly reduce manual inspection efforts while improving diagnostic...
