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

Industry

Consumer Goods And Services

Automobiles And Parts

Data Sets

Time series

AI Technologies

ML Task - Prediction - Annotation

Potential Vendors

IBM Watson,IBM