An integrated streaming algorithm for real-time monitoring and prediction of open caisson sinking using multi-GNSS and earth pressure data.

Key Points

• To develop a real-time monitoring and prediction algorithm for open caisson sinking using multi-GNSS and earth pressure data.
• Implemented an integrated streaming algorithm to analyze multi-GNSS and earth pressure data.
• Conducted real-time monitoring of open caisson sinking in situ.
• Evaluated algorithm performance based on prediction accuracy and computation time.
• Achieved prediction accuracy values exceeding 0.93.
• Average calculation time per analysis round was 0.07 seconds, demonstrating high speed and efficiency.