点亮未来：人工智能如何赋能未来能源系统.pdf

1、Restricted Siemens Energy,202412024-10-10March 28,1979Unrestricted Siemens Energy,2024Siemens Energy is a trademark licensed by Siemens AG.Keeping the Lights On:How AI Enables the Energy Systems ofthe FutureMicheline Casey2024-10-10Unrestricted Siemens Energy,2024A Shifting Energy Landscape adds com

2、plexity to Energy SystemsEnergy demand is increasingat fastest pace in years160%increase in datacenter power demand2024-10-10Unrestricted Siemens Energy,2024A Shifting Energy Landscape adds complexity to Energy SystemsBidirectionality injects unplanned nodesChanging energy mix addsinstability to gri

3、d operations2024-10-10Unrestricted Siemens Energy,2024Grid infrastructure is outdatedThe integration of renewables leads to increasinggrid congestion and stalls renewable projectsUnited States-Over 70%of transmission linesare more than 25 years old.Europe-40%of its grid nearing the end of its life.T

4、emp.in CCurtailment of energy due to network or system reasonsUnrestricted Siemens Energy,2024Siemens Energy is a trademark licensed by Siemens AG.2024-10-10Future Energy Systems:Digital,Connected,Smart,Adaptable,AutomatedUnrestricted Siemens Energy,2024Siemens Energy is a trademark licensed by Siem

5、ens AG.2024-10-102040:Automated,Unmanned,ConfigurableThe modular componentsare being built todayUnrestricted Siemens Energy,2024Siemens Energy is a trademark licensed by Siemens AG.2024-10-10Example:Autonomous Power Plant OperationsChallengesElectricity price/demand forecastCapacity planningFinancia

6、l FiguresBenefitsIncreased Cost SavingsImproved customer satisfactionLowered Carbon footprintUnrestricted Siemens Energy,2024Siemens Energy is a trademark licensed by Siemens AG.2024-10-10Example:Improving Grid ResiliencyTransformer Bushingsurrogatemodel forreal-time hot spotpredictionThermal model