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.
Function
Benefits
Cost - Reduce wastage
Case Studies
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
Potential Vendors
DeepMind Technologies,Stem,BuildingIQ,Parity Inc.,Site 1001
Industry
Financial Services
Real Estate Development Operations
Data Sets
Time series
AI Technologies
Machine Learning (ML),ML Task - Action Selection - Reinforcement Learning ,Traditional AI