Deep foundation pit excavation risk identification and mitigation using knowledge graph integrated with domain knowledge and monitoring data

Key Points

• Excavation risks were effectively identified through a comprehensive knowledge graph approach—integrating monitoring data.
• Key evidence showed a significant improvement over traditional methods, incorporating both domain knowledge and real-time data.
• This approach utilizes advanced risk identification methods for construction safety in deep foundation excavation projects.
• Highlights the importance of innovative data integration techniques to improve safety measures in construction environments.