AI Use Case
Predict optimal location and specification in construction for power generation equipment
Optimise location and building specifications in construction of power generation equipment based on previous sites and other relevant data including visual imagery (e.g. from satellites or drones). Demand projection scenarios need to be fed in to the predictive model.
Operational - Lower error rates,Cost - Optimise resource allocation
US Department of Energy~US Department of Energy remotely assesses rooftop potential for solar panels with 98% accuracy using Aurora Solar's computer vision,University of California Merced~Researchers at UC Merced train algorithm to create ground-level images from satellite pictures outperforming conventional interpolation method used for classifying land
Images,Structured / Semi-structured
ML Task - Action Selection - Reinforcement Learning ,Machine Learning (ML)