Locomotive setout prediction solution for a
leading manufacturer of locomotives
- 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.
Locomotive setout reduction.
Scope of Engagement
5 Member multi-disciplinary team / 5 months.
- Data Preparation for analytics and model development.
- Technologies used:SAS Enterprise Miner, JMP, Highcharts JS.
Strategy & Roadmap, Optimization, Business Intelligence, Advanced Analytics