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Accelerating the Development and Implementation of Low-Carbon Concrete for Data Center Construction.pdf

上传人: 张** 编号:161301 2024-05-05 18页 2.17MB

1、Julius Kusuma,Julius Kusuma,Amruta Sudhalkar&Amruta Sudhalkar&Douglas MoutonDouglas MoutonMeta Platforms,Inc.AI for Data Center Concrete:An Idea Whose Time Has ComePriya ChhibaPriya ChhibaGoogleJulius Kusuma,Amruta Sudhalkar&Douglas MoutonMeta Platforms,Inc.AI for Data Center Concrete:An Idea Whose

2、Time Has ComeDC SUSTAINABILITYSUSTAINABILITYDC FACILITIESPriya ChhibaGoogleConcrete is a major contributor to embodied CO2 emissions in data center constructionWorlds total annual concrete production$440B global spend 30B tons of concrete(Mar 2020 GCCA market data,Sep 2021 Nature)Billions of tons of

3、 CO2 emitted annually due to concrete(more than Agriculture and Deforestation)Concrete is 8%of human-caused CO2 emissions.Data Centers consume large volumes of concrete Total global data center construction spend by 2030:$370B(Feb 2024 Market.us market estimate)Hyperscaler Journey on Concrete Carbon

4、 ReductionRequire Product-specific EPDs(CO2 content)for all concrete productsTransformed designto minimize concrete use(e.g.,in structure,duct banks and hardscape)Piloteddifferent forms of Low-Carbon Concrete:-Fly ash-Slag-Ground glass-MetakaolinExecuted performance-based specifications with carbon

5、intensity capson specific concrete applications to achieve moderate reductions in key applications(*)Metahas funded American Concrete Instituteto create evaluation framework to vet Low-Carbon Concrete technologiesFormed Industry PartnershipsScaled&Operationalized Low-Carbon Concrete RequirementsTest

6、ed Low-Carbon Concrete Streamlined Data Center DesignImproved Benchmarking(*)Need more significant reductions in all applications!AI for Sustainable(Data Center)ConcreteAI can significantlydecrease the carbon intensity of concrete mixes via optimization of mix designsNew concrete formulas are needed

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本文探讨了AI在设计数据中心混凝土中的应用,以降低混凝土的碳足迹。数据显示,混凝土是数据中心建设碳排放的主要来源,全球每年消耗约30亿吨混凝土,导致数十亿吨CO2排放。Meta平台资助美国混凝土协会创建评估框架,以筛选低碳混凝土技术,并与行业伙伴合作,推广低碳混凝土。AI优化混凝土配比,减少水泥使用,降低CO2排放,同时保持强度和速度。Meta已将AI模型开源,以加速新材料、新添加剂的开发,降低混凝土的碳强度。为实现这一目标,需要系统和地区数据,以优化混凝土设计。此外,文章还概述了分阶段减少混凝土碳排放的策略,并呼吁行业合作,共同推进低碳混凝土的应用。
"AI如何降低数据中心混凝土的碳排放?" "低碳混凝土在数据中心建设中的挑战和机遇是什么?" "如何通过AI优化混凝土配方以实现更低碳排放?"
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