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
Potential Vendors
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