Knowledge-data driven digital twin platform: intelligent prediction and control of tunnel face stability during large-diameter slurry shield construction

Key Points

• Tunnel face stability is better predicted with a digital twin approach during construction.
• The intelligent prediction method enables effective monitoring, enhancing construction safety.
• Analysis includes data-driven simulations to evaluate slurry shield tunneling outcomes.
• The findings may help optimize construction practices, though field validation is needed.