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1、Matthew Kufeler,CadenceAugmenting Existing IT Procurement and Deployment Workflows Through the Integration of a Data Center Digital TwinAugmenting Existing IT Procurement and Deployment Workflows Through the Integration of a Data Center Digital TwinMatthew Kufeler,CadenceDigital TwinsDisconnect betw
2、een teams managing IT systems and teams managing the data center infrastructureInhibits coordination and impacts data center performance and capacity utilizationImplementation of a digital twin for capacity planning bridges the gapThe Value of a Capacity-Planning Digital TwinPoint-in-time CFD analys
3、is had been used to understand cooling performance retrospectivelyPerformance improvements achieved through retrospective troubleshooting made the case for proactive analysis of plans for new IT deploymentsAdoption of a capacity-planning digital twin offered understanding of multiple capacity vertic
4、alsThermal and airflow analysisPower availability and distributionSpace and floor loading(weight)Initially,the digital twin enabled informed deployment decisions downstream,but didnt automatically capture incoming deployment requirementsThe Grounds for ImplementationData Center Digital Twin Structur
5、eTypical Digital Twin Data Stack1.Objects on the floorplan What is it and where is it?Mechanical,electrical,and IT2.Assets in the racks What is it,where is it,and how many kW consumed?3.Circuits and power chain How does power distribute downstream to the assets?4.Historical power readings What is th
6、e furthest downstream kW draw measured?5.Perf tiles and supply/return grates What kind of tiles and where?Dampers?6.Historical environmental readings Do simulation results track against field measurements?Digital TwinData StackData Hall FloorplanHistorical PowerCircuits andPower ChainHistorical Envi