A model to assess Zircaloy’s mechanical property changes following a transient beyond critical heat flux

Nathan Capps, Mackenzie Ridley, Samuel Bell, John Beale, David Schrire, Aaron Phillippe, Baris Sarikaya, Kan Sakamoto, Nedim Cinbiz

Research output: Contribution to journalArticlepeer-review

Abstract

Maintaining the integrity of nuclear fuel rods is essential for ensuring public health and safety in nuclear power generation. During reactor operation, this integrity is confirmed by demonstrating compliance with established regulatory acceptance criteria. For moderate-frequency events, such as limiting transients and anticipated operational occurrences (AOOs), the current fuel integrity criterion is based on preventing boiling transition. This criterion assumes that prevention of boiling transition will prevent excessive cladding heating and, thus, fuel failure during normal operations. While conservative, this approach places significant constraints on core design, fuel cycle economics, and a plant’s ability to perform major power uprates, leading to suboptimal fuel utilization and inefficient carbon-free energy production. A more efficient approach could be achieved by revising the failure criterion to a material-specific limit rather than strictly preventing the boiling transition, since boiling transition per se is not a cause of fuel cladding failure. As a result, a new licensing framework based on material properties, termed time-at-temperature (t@T), is needed. This approach would allow for brief periods of post–critical heat flux operation during an AOO without compromising safety. Implementing the t@T licensing strategy requires a robust technical foundation in material properties, which must be established through comprehensive data collection on both unirradiated and irradiated fuel and cladding materials. This foundation would enable the development of a safety basis that ensures safe operation while providing greater flexibility and efficiency for reactor operation. This paper documents a thorough review of the available data to establish a baseline knowledge that can inform the development of cladding mechanical models, as well as identify experimental data gaps that need to be addressed in future research. Machine learning and data informatics were utilized to extract the importance of parameters on the t@T parameter. Industry tools were used to perform baseline analyses to define the relevant transient conditions for data analysis. The subsequent review successfully identified applicable experimental data, as well as sufficient data to evaluate changes in cladding mechanical properties following an AOO transient. Rather than developing new models, this work coupled existing irradiation annealing and recrystallization models to calculate changes in hardness, yield stress, and ultimate tensile stress following an AOO event. The findings from this review were summarized to highlight the experimental data needs required to fill remaining gaps and support the development of future t@T licensing methodologies.

Original languageEnglish
Article number114563
JournalNuclear Engineering and Design
Volume446
DOIs
StatePublished - Jan 2026

Funding

This work was supported by the Advanced Fuels Campaign (AFC) of the U.S. Department of Energy, Office of Nuclear Energy. The authors would like to express their gratitude to Caleb Massey and Ian Greenquist of Oak Ridge National Laboratory (ORNL) for their valuable technical feedback. Additionally, we appreciate the review and input from the Time at Temperature Technical Experts Group (TEG), which significantly enhanced the technical content of this manuscript. This work was supported by the Advanced Fuels Campaign (AFC) of the U.S. Department of Energy, Office of Nuclear Energy. The authors would like to express their gratitude to Caleb Massey and Ian Greenquist of Oak Ridge National Laboratory (ORNL) for their valuable technical feedback. Additionally, we appreciate the review and input from the Time at Temperature Technical Experts Group (TEG), which significantly enhanced the technical content of this manuscript. Furthermore, this work is being co-radiated with the Nuclear Energy Advanced Modeling and Simulation (NEAMS) program to integrate the model discussed in this paper and to support the development of mechanistic models capable of capturing the phenomena addressed. This close collaboration between the NEAMS program and the experimental community underscores the strategic importance of bridging mechanistic modeling and experimental research.

Keywords

  • Cladding performance
  • Critical heat flux
  • Departure from nuclear boiling
  • Dryout
  • Light water reactor
  • Power updates
  • Time at temperature

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