能源基础设施建模的数据聚合和集成(1).pptx

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1、Speaker:Kelly Rose,Senior Fellow,Computational Sciences&Engineering,Research Innovation Center,National Energy Technology Laboratory,9/2024,Data aggregation and integration for energy infrastructure modeling,https:/l.doe.gov/sami,NETLs GAIA Research Group,Disclaimer,This work was funded by the Unite

2、d States Department of Energy,National Energy Technology Laboratory,inpart,through a site support contract.Neither the United States Government nor any agency thereof,nor anyof their employees,nor the support contractor,nor any of their employees,makes any warranty,express orimplied,or assumes any l

3、egal liability or responsibility for the accuracy,completeness,or usefulness of anyinformation,apparatus,product,or process disclosed,or represents that its use would not infringe privatelyowned rights.Reference herein to any specific commercial product,process,or service by trade name,trademark,man

4、ufacturer,or otherwise does not necessarily constitute or imply its endorsement,recommendation,or favoring by the United States Government or any agency thereof.The views and opinionsof authors expressed herein do not necessarily state or reflect those of the United States Government or anyagency th

5、ereof.,Digital Discovery is Accelerating and yet,AI is not magicIt takes expertise to enact,&complex systems require more,Using Data+AI&Science to Inform,Spatio-temporal statistics,AI/ML,Data discovery,processing,QA/QC,programming,Geotechnical Engineering,Geophysics,Geology,Geochemistry,Geo-microbio

6、logy,Geostatistics,Geography,GIS,Using data to enable science-based predictions to improve our understanding of the whole,What are data?“Essentially,any information that can be encoded into a format that a computer can read and manipulate can be considered data.”Gemini 2024Data data products are def