AI Use Case
Optimise driver or pilot choices and path routing to reduce length, cost or environmental impact of trip
Optimise lane choices and path routing based on multiple data sources to reduce length, cost or environmental impact of a trip.
Function
Benefits
Cost - Reduce wastage,Operational - Customer wait times,Risk reduction - Environmental impact
Case Studies
Transavia ~Transavia aims at reducing its 2018 carbon footprint by 6500 tonnes using machine learning,Boston Public Schools~Boston Public Schools's plan to reconfigure start times for high school students using an optimisation algorithm backfires ,UPS~UPS aims to avoid trouble spots in its global network by rerouting packages away from snow with machine learning ,Stena Line~Stena Line aims to reduce fuel consumption by optimising route planning with artificial intelligence
Potential Vendors
Safety Line,Panasonic Avionics ,MIT ,Hitachi
Industry
Consumer Goods And Services
Automobiles And Parts
Data Sets
Time series,Structured / Semi-structured
AI Technologies
Traditional AI,ML Task - Action Selection - Reinforcement Learning