SingaporeLogistics and transport2022 – ongoingSBS Transit
Stratio early-warning system for bus faults
SBS Transit's bus fault early-warning pilot cut breakdowns by at least 20%, per supplier Stratio
Problem
Bus breakdowns hurt service reliability for SBS Transit, part of ComfortDelGro. Technicians wanted to find faults before they stopped a bus.
Approach
SBS Transit used Stratio's AI and machine learning condition-monitoring system, which tracks more than 200 vehicle parameters such as brakes, electrical systems and fluid levels and warns technicians early. A pilot started on 1,000 buses in April 2022. In March 2024 the companies agreed to extend it to more than 3,000 SBS Transit buses, with air-conditioning fault prediction and battery monitoring on electric buses added.
Results
Takeaway
The breakdown figure comes from the supplier and covers the 1,000-bus pilot. The fleet-wide rollout was still planned at the time of reporting.
Categories
- Size
- Large enterprise
- Industry
- Logistics and transport
- Business function
- Production and quality
- Innovation type
- Process innovation
- AI technology
- Predictive analytics and ML
- Adoption
- Vendor solution
- Evidence
- Vendor case study
Sources
Source summaries
The trade article reports the fleet-wide deal between SBS Transit and Stratio. It says a 1,000-bus pilot from April 2022 reportedly cut breakdowns by at least 20%, a figure attributed to Stratio, and that the rollout would cover more than 3,000 buses.
Full details are in the original sources.