AI Use Case
Discover anomalies across fleet of vehicle sensor data to identify potential risks
Discover anomalies across fleet of vehicle sensor data to identify potential failure risks. This may enable companies to pre-empt expensive and embarassing recalls, often driven by negative PR.
Function
Operations
Network Operations
Benefits
Cost - Asset uptime optimisation,Operational Support - Performance tracking,Operational Support - Issue / outlier ID,Other - Changed PR
Case Studies
BMW~BMW will self-diagnose faults and issues limiting car performance and collect data from connected vehicles with machine learning analytics,NASA~NASA successfully researchers detection of anomalies in rocket propulsion using machine learning
Potential Vendors
IBM Watson,IBM
Industry
Consumer Goods And Services
Automobiles And Parts
Data Sets
Time series
AI Technologies
ML Task - Prediction - Annotation