AI Use Case
Automate aircraft piloting
Autopilots are transiting to AI-powered devices. This will potentially shift the boundaries of what will be possible - and in time possibly customer expectations and willingness to accept risk (e.g. airplanes without pilots).
Function
Benefits
Risk reduction - Maximise system uptime,Cost - Job automation
Case Studies
Defence Advanced Research Agency~DARPA simulates flight and landing of Boeing 737 by an AI-driven robot co-pilot,Airbus~Airbus is investing in developing autonomous passenger aircraft,Australian Renewable Energy Agency~Australian Renewable Energy Agency improved accuracy of solar energy predictions by 31% using machine learning methods based on a distributed network,UC San Diego~Researchers from the University of California San Diego trained gliders to autonomously navigate atmospheric thermals with reinforcement learning
Potential Vendors
Industry
Transportation
Airlines
Data Sets
Structured / Semi-structured,Video
AI Technologies
Machine Learning (ML),Traditional AI,ML Task - Prediction - Data Translation/Transformation,ML Task - Prediction - Annotation,ML Task - Prediction - Regression,ML Task - Action Selection - Reinforcement Learning ,ML Task - Prediction - Multi-class Classification,ML Task - Prediction - Binary Classification,ML Task - Grouping - Anomaly Detection