AI and Digital Twin

Techville integrates AI and Digital Twin technologies to enable automation, anomaly detection,
and simulation-based predictive control in railway operations. Through these innovations,
we advance the development of intelligent smart railway systems with enhanced safety and efficiency.

AI and Digital Twin
  • AI-based Train Operation System

    • The AI-based Train Operation System is an intelligent operation management platform that enhances the efficiency and stability of railway operations through functions such as train location prediction, automatic scheduling, and control automation.
    • By applying AI learning models to analyze operation patterns and generate optimal operation plans, it maximizes transportation efficiency and enables automated control support.
    • Integrated with a Digital Twin–based simulator, it allows for the prediction and visualization of diverse operational scenarios.
  • System Configuration

    AI-based Train Operation System
  • Key Functions and Features

    • 01
      AI-Based Automatic Scheduling

      Generates optimal operation patterns and dispatch schedules based on train location and driving data.

    • 02
      Automation and Support Functions for Control

      Supports decision-making for controllers and enhance integrated operational efficiency in conjunction with the signaling system.

    • 03
      Integration with Digital Twin Simulator

      Equipped with predictive training and AI result visualization features based on various operating scenarios.

    • 04
      Improved Operational Efficiency

      Energy savings and punctuality improvements through AI-driven predictive operations

    • 05
      Enhanced Passenger Satisfaction

      Improvement of demand response capability and user convenience through optimized dispatching

  • Support Fields

    • Urban and general railway operating agencies
      : Introduction of AI-based automated operation schedule and prediction system
    • Railway control center
      : Support for automated control system and signal interlocking operation
    • Railway operation simulation center
      : Application of Digital Twin-based operation scenario training and visualization