AI Use Case
Automate building systems to reduce energy costs through AI powered adaptive temperature and energy control
Automate building systems to reduce energy costs through AI-powered adaptive temperature and energy control. The challenge is to justify the investment costs against actual energy savings.
Cost - Reduce wastage
Google~Google drove a 15% reduction in power usage effectiveness overhead in cooling their data centres through advanced reinforcement ensemble machine learning,JCPenney~JCPenney saves $45K in energy costs in one year by implementing smart energy storage battery Stem,St. Vincent's Hospital~St. Vincent's Hospital achieves 20% in energy savings by implementing a predictive energy control system for its HVAC from BuildingIQ,"Kingsbridge Grand~Kingsbridge Grand saves over $64,000 by reducing building energy consumption by using AI to make HVAC adjustments ",San Diego County~San Diego plans to implement predictive building management and maintenance software from Site 1001 to improve operations efficiency
DeepMind Technologies,Stem,BuildingIQ,Parity Inc.,Site 1001
Real Estate Development Operations
Machine Learning (ML),ML Task - Action Selection - Reinforcement Learning ,Traditional AI