Besides addressing commercial concerns, the national transporter also expects to improve the reliability of its network through predictive maintenance. "The aim is to find emerging defects before components fail," an official said, noting that sensor readings and inspection data help maintenance teams identify unusual heat, impact, loading or wear patterns.