Firm Energy Accreditation for Small Modular Reactors under El Niño (ENSO) Stress in Hydro-Dominant Power Systems:

Hydro-dominant power systems in Latin America are recurrently exposed to ENSO-driven hydrological scarcity, creating adequacy risks precisely when firm energy is most valuable. This paper proposes a replicable, Monte Carlo–based methodology to accredit nuclear firm energy for small modular reactors (SMRs) under climatic stress, using an explicit stress-month definition derived from long-run hydrological energy contributions and technology-specific derating profiles. The framework combines planned maintenance, forced outage processes, and ENSO-conditioned deratings to generate monthly dependable energy at a policy-defined firmness quantile, and aggregates these outcomes into annual accredited firm energy (AFE). A worked policy application is presented using two ENSO episodes (2015–2016 and 2023–2024) and three SMR climate-exposure groups: freshwater-cooled, seawater-cooled, and non-water-cooled configurations. Results show that (i) accredited firm energy is sensitive to the empirical definition of stress months, underscoring the need for data-based climatic conditioning rather than generic ENSO labels; (ii) reduced dependence on freshwater cooling yields systematically higher and more stable accredited outcomes under hydrological stress; and (iii) the methodology produces internally consistent, interpretable results across ENSO episodes, supporting its use as a forward-looking reliability tool. The proposed parameterization protocol and reporting package are designed to be auditable and portable to other hydro-dominant, ENSO-exposed jurisdictions by substituting local stress definitions, derating profiles, and regulatory firmness criteria. Keywords: small modular reactors; firm-energy accreditation; ENSO (El Niño–Southern Oscillation); hydro-dominant power systems

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-19
DOI
https://doi.org/10.5281/zenodo.18378144
Primary Topic
Integrated Energy Systems Optimization
Type
article
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article

Firm Energy Accreditation for Small Modular Reactors under El Niño (ENSO) Stress in Hydro-Dominant Power Systems:

Camilo Andrés Prieto Valderrama, Victor Manuel Hincapie Toro, Diego Patino
Zenodo (CERN European Organization for Nuclear Research)
Integrated Energy Systems Optimization
article

Firm Energy Accreditation for Small Modular Reactors under El Niño (ENSO) Stress in Hydro-Dominant Power Systems:

Camilo Andrés Prieto Valderrama, Victor Manuel Hincapie Toro, Diego Patino
article en

Abstract

Hydro-dominant power systems in Latin America are recurrently exposed to ENSO-driven hydrological scarcity, creating adequacy risks precisely when firm energy is most valuable. This paper proposes a replicable, Monte Carlo–based methodology to accredit nuclear firm energy for small modular reactors (SMRs) under climatic stress, using an explicit stress-month definition derived from long-run hydrological energy contributions and technology-specific derating profiles. The framework combines planned maintenance, forced outage processes, and ENSO-conditioned deratings to generate monthly dependable energy at a policy-defined firmness quantile, and aggregates these outcomes into annual accredited firm energy (AFE). A worked policy application is presented using two ENSO episodes (2015–2016 and 2023–2024) and three SMR climate-exposure groups: freshwater-cooled, seawater-cooled, and non-water-cooled configurations. Results show that (i) accredited firm energy is sensitive to the empirical definition of stress months, underscoring the need for data-based climatic conditioning rather than generic ENSO labels; (ii) reduced dependence on freshwater cooling yields systematically higher and more stable accredited outcomes under hydrological stress; and (iii) the methodology produces internally consistent, interpretable results across ENSO episodes, supporting its use as a forward-looking reliability tool. The proposed parameterization protocol and reporting package are designed to be auditable and portable to other hydro-dominant, ENSO-exposed jurisdictions by substituting local stress definitions, derating profiles, and regulatory firmness criteria. Keywords: small modular reactors; firm-energy accreditation; ENSO (El Niño–Southern Oscillation); hydro-dominant power systems

Zenodo (CERN European Organization for Nuclear Research)
Pontificia Universidad Javeriana (CO)
Climate action
Openalex Percentile: Top 77%
Integrated Energy Systems Optimization
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