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StudyInstitutionAuthorDateYearGeographyModelTemporalDeliverableAsset Age and/or PPAJournal
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24/7 carbon-free electricity matching accelerates
adoption of advanced clean energy technologies
TU Berlin / Princeton University / GoogleIegor Riepin, Tom Brown, Jenkins, Jesse D., Devon Swezey28-Jan-20252025Various EUFull system Capacity Expansion Model<= HourBidding ZoneNewJoule
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The Influence of Demand-Side Data Granularity on the Efficacy of 24/7 Carbon-Free Electricity ProcurementPrinceton University
Ricks, Wilson &
Jenkins, Jesse D.
19-Nov-20242024USFull system Capacity Expansion Model<= HourBidding ZoneNewWorking Paper
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Does the purchase of voluntary renewable energy certificates lead to emission reductions? A review of studies quantifying the impactDenmark Technical UniversityLissy Langer, Matthew Brander, Shannon M. Lloyd, Dogan Keles, H. Damon Matthews, Anders Bjørn1-Nov-20242024VariousFull system Capacity Expansion Model<= HourBidding ZonePPA + New AssetJournal of Cleaner Production
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On the means, costs, and system-level impacts of 24/7 carbon-free energy procurementTU BerlinIegor Riepin, Tom Brown1-Jul-20242024VariousFull system Capacity Expansion Model<= HourBidding ZonePPA + New AssetEnergy Strategy Reviews
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Spatio-temporal load shifting for truly clean computingTU BerlinIegor Riepin, Tom Brown, Victor Zavala25-Mar-20242024EuropeFull system Capacity Expansion Model<= HourBidding ZonePPA + New AssetWorking Paper
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"System-level Impacts of Voluntary Carbon-free Electricity Procurement StrategiesPrinceton UniversityQingyu Xu, Wilson Ricks, Aneesha Manocha, Neha Patankar, Jesse D. Jenkins21-Feb-20242024USFull system Capacity Expansion Model<= HourRTO
(of BA if no RTO)
New AssetJoule
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The influence of additionality and time-matching requirements on the emissions from grid-connected hydrogen productionMITMichael A. Giovanniello, Anna N. Cybulsky, Tim Schittekatte, Dharik S. Mallapragada8-Jan-20242024United StatesFull system Capacity Expansion Model<= HourYesYesNature Energy
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Impacts of IRA’s 45V Clean Hydrogen Production Tax CreditEPRIEPRI, GTI Energy3-Nov-20232023United StatesFull system Capacity Expansion Model<= HourYesNewWorking Paper
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The value of space-time load-shifting flexibility for 24/7 carbon-free electricity procurementTU BerlinIegor Riepin, Tom Brown27-Jul-20232023EuropeFull system Capacity Expansion Model<= HourBidding ZonePPA + New AssetWorking Paper
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Minimizing emissions from grid-based hydrogen production in the United StatesPrinceton UniversityWilson Ricks, Qingyu Xu, Jesse D. Jenkins6-Jan-20232023California, USFull system Capacity Expansion Model<= HourRTO
(of BA if no RTO)
New Asset
(incl. unbundled , 18 months)
Environmental Research Letters
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Hourly versus annually matched renewable supply for electrolytic hydrogenTU BerlinElisabeth Zeyen, Iegor Riepin, Tom Brown19-Dec-20222022Germany, NetherlandsFull system Capacity Expansion Model<= HourBidding ZonePPA + New AssetWorking Paper
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IEA- Advancing Decarbonisation through Clean Electricity ProcurementInternational Energy AgencyIEA1-Nov-20222022India and IndonesiaFull system Capacity Expansion Model<= HourCountry GridNew AssetsWorking Paper
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System-level impacts of 24/7 carbon-free electricity procurement in EuropeTU BerlinIegor Riepin, Tom Brown11-Oct-20222022Ireland, Denmark (zone DK1), Germany and the NetherlandsFull system Capacity Expansion Model<= HourBidding ZonePPA + New AssetWorking Paper
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Electricity System and Market Impacts of Time-based Attribute Trading and 24/7 Carbon-free Electricity ProcurementPrinceton UniversityQingyu Xu, Jesse D. Jenkins15-Sep-20222022Western Interconnect USFull system Capacity Expansion Model<= HourRTO
(of BA if no RTO)
New AssetWorking Paper
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Green hydrogen – How grey can it be?Florence School of RegulationManuel Villavicencio, Johannes Brauer, Johannes Trüby12-Sep-20222022GermanyFull system Capacity Expansion Model<= HourEU CountryPPA + 3 y.o. AssetWorking Paper
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System-level Impacts of 24/7 Carbon-free Electricity ProcurementPrinceton UniversityQingyu Xu, Wilson Ricks, Aneesha Manocha, Neha Patankar, Jesse D. Jenkins16-Nov-20212021California and PJM, USFull system Capacity Expansion Model<= HourRTO
(of BA if no RTO)
PPA + New AssetJoule
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* Note that we only list research on the benefits of Granular Accounting that has been performed using holistic capacity expansion power system modelling, by research or governmental institutions
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