Success Story

Locomotive setout prediction solution for a
leading manufacturer of locomotives

Business Problem

  • Locomotive setouts ( Dead on Track) are very disruptive
  • Internal and external sensors are available for condition monitoring Avoid setouts by using sensor and other repair information


  • Probability of Failure
  • Predictive Modeling
  • Failure scoring and prioritization
  • Advanced Visualization

Business Outcomes

Locomotive setout reduction

Scope of Engagement

5 Member multi-disciplinary team / 5 months

Services Provided

  • Data Preparation for analytics and model development
  • Technologies used: SAS Enterprise Miner, JMP, Highcharts JS