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

Industry

Financial Services

Real Estate Development Operations

Data Sets

Time series

AI Technologies

Machine Learning (ML),ML Task - Action Selection - Reinforcement Learning ,Traditional AI

Potential Vendors

DeepMind Technologies,Stem,BuildingIQ,Parity Inc.,Site 1001