AI Use Case
Optimise distribution network cost effectiveness
Optimise distribution network cost effectiveness (balancing capital and operating expenditure). Factors include route mapping, load balancing, capacity and demand analysis. Complicating issues may include weather and other exogenous factors.
Operational - Network optimisation,Cost - Optimise resource allocation
UPS~UPS saves over 10 million gallons of fuel and up to $400m in costs annually with advanced telematics and analysis
Structured / Semi-structured,Time series
ML Task - Action Selection - Reinforcement Learning ,Traditional AI,Machine Learning (ML)