平衡人工智能数据中心增长与环境可持续性：可持续未来的合作战略.pdf

1、Moderator:Ashley Henderson,TranePanelists:Blake Standen BrainBox AI,Allison Carlson,-Wisconsin Local Government Climate Coalition,&Stephanie Robinson 350 Wisconsin Balancing AI Data Center Growth with Environmental Sustainability:Collaborative Strategies for a Sustainable FutureThursday,May 1,2025Ty

2、pes Of Artificial IntelligenceARTIFICIALINTELLIGENCEMACHINE LEARNINGDEEP LEARNINGGTechnologies that enable computers to mimic human intelligenceMachines improve at given tasks with experienceDeep learning uses artificial neural networks with many layers to model and learn complex patterns and repres

3、entations from large amounts of data.GEN AI/FMGenerative AI(Gen AI)is a type of artificial intelligence that can create new content,such as text,images,or music,by learning patterns from existing data.Source-https:/www.iea.org/reports/energy-and-ai-April 2025More then 4%energy consumption for Data c

4、enters in the US.13Energy&industry insightsFacilities teams face increasing pressuresFacilities management concernsEnergy challenges30%of energy used in commercial buildings is wasted50%of the energy used on-site in commercial buildings is due to heating&cooling&ventilationof facilities management t

5、eams are understaffed.27%of the worlds annual GHG emissions are due to building operations.33%rise in year-over-year electricity costs for commercial buildings.72%of facilities managers report HVAC as the most common reactive work orderincrease in FM service providers input costs since 201948%*Sourc

6、es:JLL The State of Facilities Management in 2023&2024,eia,GSA,Facilities Dive,energy.gov,.All sources refer to the US29%110kthe current shortage of HVAC technicians18How is Trane using AI to help increase energy efficiency for customers?Customer expertise inrunning their buildingArtificial Intellig