This PhD research investigates an advanced framework integrating 4D BIM and Agent-Based Modeling to support proactive construction site planning and safety management. The system uses digital simulation to represent site layout, scheduling, and dynamic interactions among workers, equipment, and activities. By analyzing agents’ behavior, the model enables predictive assessment of hazard likelihood, vulnerability, and exposure during the pre-construction phase. Risk levels are quantified and visualized through heatmaps to identify critical areas and unsafe conditions. The research demonstrates how data-driven simulation can enhance decision-making for safer and more efficient construction site design and planning.
Construction site planning by using advanced simulation methods / tommaso sorbi. - (2025).
Construction site planning by using advanced simulation methods
tommaso sorbi
2025
Abstract
This PhD research investigates an advanced framework integrating 4D BIM and Agent-Based Modeling to support proactive construction site planning and safety management. The system uses digital simulation to represent site layout, scheduling, and dynamic interactions among workers, equipment, and activities. By analyzing agents’ behavior, the model enables predictive assessment of hazard likelihood, vulnerability, and exposure during the pre-construction phase. Risk levels are quantified and visualized through heatmaps to identify critical areas and unsafe conditions. The research demonstrates how data-driven simulation can enhance decision-making for safer and more efficient construction site design and planning.| File | Dimensione | Formato | |
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PhD_XXXVI_THESIS_TOMMASO SORBI_2025.pdf
accesso aperto
Descrizione: PhD thesis focused on the development of an advanced framework integrating 4D BIM and Agent-Based Modeling for proactive construction site planning and safety management. The research proposes a simulation-based approach to assess risk during the pre-construction phase, supporting data-driven for safety-oriented site layout design and construction activity planning
Tipologia:
Tesi di dottorato
Licenza:
Open Access
Dimensione
5.89 MB
Formato
Adobe PDF
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5.89 MB | Adobe PDF |
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