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RANDEUROPEThe use of Alfor improvingenergy securityQuantitative exploration of theopportunities of the deployment of Alapplications in the electricity systemIsmael Arciniegas Rueda,Hye Min Park,Joshua Steier,Henri van Soest,Harper Fine,Melusine LebretFor more information on this publication,visit www.rand.org/t/RRA2907-2About RAND EuropeRAND Europe is a not-for-profit research organisation that helps improve policy anddecision making through research and analysis.To learn more about RAND Europe,visitwww.randeurope.org.Research IntegrityOur mission to help improve policy and decision making through research and analysis isenabled through our core values of quality and objectivity and our unwavering commitment tothe highest level of integrity and ethical behaviour.To help ensure our research and analysisare rigorous,objective,and nonpartisan,we subject our research publications to a robust andexacting quality-assurance process;avoid both the appearance and reality of financial andother conflicts of interest through staff training,project screening,and a policy of mandatorydisclosure;and pursue transparency in our research engagements through our commitment tothe open publication of our research findings and recommendations,disclosure of the sourceof funding of published research,and policies to ensure intellectual independence.For moreinformation,visit www.rand.org/about/principles.RAND's publications do not necessarily reflect the opinions of its research clients and sponsors.Published by the RAND Corporation,Santa Monica,Calif.,and Cambridge,UK2024 RAND CorporationRAND is a registered trademark.Cover:Adobe StockLimited Print and Electronic Distribution RightsThis publication and trademark(s)contained herein are protected by law.This representationof RAND intellectual property is provided for noncommercial use only.Unauthorised posting ofthis publication online is prohibited;linking directly to its webpage on rand.org is encouraged.Permission is required from RAND to reproduce,or reuse in another form,any of its researchproducts for commercial purposes.For information on reprint and reuse permissions,pleasevisit www.rand ora/pubs/permissions.