AI Use Case

Detect potentially dangerous electrical current surges

Detect potentially dangerous electrical current surges. This potentially enables systems and devices to automatically react in an appropriate fashion to minimise risk to users and devices.

Function

Information Technology

Network Operations

Benefits

Risk reduction - Reduce environmental physical risk,Risk reduction - Maximise system uptime,Operational - Increased machine uptime

Case Studies

MIT~MIT Department of Mechanical Engineering developed smart power outlets that distinguish dangerous electrical from benign spikes with 99.95% accuracy with machine learning

Industry

Consumer Goods And Services

Personal And Household Goods

Data Sets

Time series

AI Technologies

Machine Learning (ML),ML Task - Grouping - Anomaly Detection,ML Task - Prediction - Regression,ML Task - Prediction - Binary Classification,ML Task - Prediction - Multi-class Classification

Potential Vendors