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

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

Potential Vendors

Safety Line,Panasonic Avionics ,MIT ,Hitachi