Success Story
Locomotive setout prediction solution for a
leading manufacturer of locomotives
Industry
Manufacturing
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.
Solution
- 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.
Technology Used
Strategy & Roadmap, Optimization, Business Intelligence, Advanced Analytics
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