AI Use Case

Predict risk of problems for physical assets including military equipment and recommend proactive maintenance

Predict risk of failure for physical assets (e.g., military, infrastructure) and recommend proactive maintenance

Function

Benefits

Operational - Increased machine uptime,Cost - Lifecycle maintenance support cost reduction,Cost - Asset uptime optimisation

Case Studies

US Army~US Army plans to test machine learning for predictive maintenance on combat vehicles

Industry

Industrials

Aerospace And Defence

Data Sets

Structured / Semi-structured,Time series

AI Technologies

Machine Learning (ML),ML Task - Action Selection - Reinforcement Learning ,ML Task - Prediction - Regression,Product - Data Capture - Sensor IoT,ML Task - Prediction - Binary Classification,ML Task - Prediction - Multi-class Classification

Potential Vendors

Uptake Technologies