Abstract
Over the last two decades, numerous approaches have been developed for automating construction safety assessment, that is, prevention through design and planning (PtD/P), that overcome the limitations of a purely manual safety assessment process. Despite this, such automated approaches are yet to be widely adopted in practice. Barriers include a lack of standardization of construction safety concepts within regulatory frameworks and a lack of confidence in automated approaches on the part of practitioners. This work presents a freely available 4D BIM-based benchmark model (3D Building Information Model and 68 schedules) and construction safety ontology covering the two most frequent and severe construction site accidents: falls from height and struck-by falling object hazards. The benchmark model and ontology enable the construction safety community to test and compare the performance of alternative automated approaches. Moreover, they are utilized in our PtD/P tool SafeConAI, and empirical evaluation results show how the safety situation changes among different construction schedules of the same project.
Original language | English |
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Journal | Computer-Aided Civil and Infrastructure Engineering |
Volume | 38 |
Issue number | 15 |
Pages (from-to) | 2128-2144 |
ISSN | 1093-9687 |
DOIs | |
Publication status | Published - 2023 |
Bibliographical note
Funding Information:The research presented in this paper has been funded by the European Union Horizon 2020 research and innovation program under grant agreement nos. 958398 and 958310.