Traditional approach:

  • Design → build → test → redesign → rebuild

Simulation-driven approach:

  • Design → simulate → optimise → validate → build
  • Quickly assess trade-offs (e.g., heavier crash structures vs. energy efficiency)
  • Tune bogie stiffness, suspension, and mass distribution
  • Evaluate the effect of passenger load variation on braking and collision outcomes