Operating Reactors Sub-Arena

The Nation's fleet of operating reactors comprises one of four sub-arenas that the staff of the U.S. Nuclear Regulatory Commission (NRC) identified in considering which areas of the reactor safety arena to target for greater use of risk information. This page summarizes the following aspects of the Operating Reactors Sub-Arena with expanding menus:

List of Risk-Informed and Performance-Based Activities

This list shows the ongoing licensing initiatives, projects, and activities that the staff of the U.S. Nuclear Regulatory Commission (NRC) has targeted for greater use of risk information in the Operating Reactors Sub-Arena within the Reactor Safety Arena:

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Systems-Theoretic Process Analysis (STPA) for Digital Nuclear Safety System Evaluation

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No Update

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Revisions to NUREG-0654, Criteria for Preparation and Evaluation of Radiological Emergency Response Plans and Preparedness for NPP

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No Update

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Revision to NUREG/CR-7002, "Criteria for Development of Evacuation Time Estimate Studies"

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No Update

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Power Reactor Cyber Security Program Improvements

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In 2023, the NRC issued Regulatory Guide 5.71, Revision 1, "Cybersecurity Programs for Nuclear Power Reactors," which incorporated lessons learned from initial publication of the regulatory guide and took into consideration the latest revisions to the National Institute of Standards and Technology's cybersecurity standards. Additionally, the staff published Regulatory Guide 5.83, Revision 1, "Cybersecurity Event Notifications," which contains risk-informed and clarified guidance on report of nuclear power plant cyber events. More information can be found at the NRC’s webpage for Cyber Security Requirements.

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Consequence-based Security for Advanced Reactors

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On March 1, 2023, the NRC staff submitted SECY-23-0021, "Proposed Rule: Risk-Informed, Technology-Inclusive Regulatory Framework for Advanced Reactors (RIN 3150-AK31)," to the Commission for review and decision. The SECY paper and proposed rule package was released to the public on March 6, 2023. The purpose of this paper is to obtain Commission approval to publish in the Federal Register for public comment on the draft proposed rule to establish a voluntary risk-informed, performance-based, and technology-inclusive regulatory framework for commercial nuclear plants. This paper includes the staff’s recommended draft proposed revisions for 10 CFR 73.55, "Requirements for physical protection of licensed activities in nuclear power reactors against radiological sabotage," to establish a new voluntary, technology-inclusive, consequence-based approach for a range of security issues, including physical security, cybersecurity, and access authorization for future commercial nuclear plants."

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Revision of the Emergency Preparedness Significance Determination Process

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In February 2023, the Commission approved the staff's recommendation to modernize the Significance Determination Process in the EP cornerstone of the NRC’s Reactor Oversight Process that uses a risk-informed methodology to evaluate the significance of EP inspection findings and align the findings with the associated risk. Once implemented, this revision will enable resource efficiencies by focusing oversight activities on those with the most significant impacts.

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Baseline Security Program Revision

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In SECY-23-0032, "Reactor Oversight Process Self-Assessment for Calendar Year 2022," dated April 7, 2023, the U.S. Nuclear Regulatory Commission (NRC) staff committed to assessing the Baseline Security Significance Determination Process (BSSDP), Inspection Manual Chapter (IMC) 0609 Appendix E, Part I, "Baseline Security Significance Determination Process for Power Reactors," dated November 2022. Per SECY-23-0032, this assessment will determine whether there are any aspects of the BSSDP that can be improved or further risk-informed. The staff developed a charter to outline key objectives and goals and solicited working group member nominations to begin the assessment.

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State-of-the-Art Reactor Consequence Analyses

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NRC staff published the last two reports documenting the SOARCA body of work. NUREG-2254, "Summary of the Uncertainty Analyses for the State-of-the-Art Reactor Consequence Analyses Project," summarizes the most important accident progression, consequence analysis, and methodological insights from the three SOARCA Uncertainty Analyses (UAs). NUREG/CR-7262, "State-of-the-Art Reactor Consequence Analyses Project: Uncertainty Analysis of the Unmitigated Short-Term Station Blackout of the Surry Power Station," documents the final UA.

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Probabilistic Methodologies for Component Integrity Assessment

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In the nuclear power plant piping integrity area, the NRC staff and EPRI developed xLPR v2.3. This version includes an optimized module for primary water stress corrosion cracking initiation, expanded software operating environment support, correction of user-reported problems, and various updates to enhance maintainability. It will be publicly released in the beginning of FY 2024. The NRC staff also continued to co-lead the international benchmark for piping PFM codes through the Organization for Economic Co-operation and Development, Nuclear Energy Agency, Committee on the Safety of Nuclear Installations. The NRC staff presented final benchmark result comparisons at the American Society of Mechanical Engineers 2023 Pressure Vessels & Piping Conference. Supplemental studies were published in Technical Letter Report TLR-RES/DE/REB-2023-06, "Assessment of the Performance of the Extremely Low Probability of Rupture Code in an International Benchmark with Insights from Advanced Finite Element Analysis." Additionally, results from coupling the xLPR code with machine learning models to conduct sensitivity analyses were published in TLR-RES/DE/REB-2022-13, ""Autonomous Researcher Feasibility Studies," and highlighted in a technical paper at the 2023 International Association for Probabilistic Safety Assessment and Management Topical Conference on Artificial Intelligence and Risk Analysis for Probabilistic Safety/Security Assessment and Management. Another public meeting was held with industry representatives to discuss potential research and regulatory applications using the xLPR code to generate loss of coolant accident frequency estimates. Further, the NRC staff used the xLPR code to support a risk-informed evaluation of international operating experience involving stress corrosion cracking in PWR emergency core cooling systems.

In the nuclear power plant vessel area, the development of the FAVPRO code was nearly completed by using Agile software development practices that include an enhanced software quality assurance program. A fully integrated beta version of FAVPRO was issued to users in August 2023, with a new modern user interface using the Java Script Object Notation (JSON) standard. The fracture mechanics computational engine was upgraded to use standard ASME correlations wherever possible, and the new ASTM-E900-21 material embrittlement model was added in anticipation of potential work related to SECY-22-0019 and to ASME Code changes. In addition, natural language programming and generative AI were used to begin the development of a visualization tool for FAVPRO output. The production release of FAVPRO is planned for early 2024 once parallelization of the probabilistic portion of the code is complete. FAVPRO constitutes a modern platform that can easily be adapted to support risk-informed regulatory decisionmaking related to Long Term Operations of the current LWR fleet.

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Implementing Lessons Learned from Fukushima

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No Update

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Accident Sequence Precursor (ASP) Program

For more information see Accident Sequence Precursor (ASP) Program web page.

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Probabilistic Flood Hazard Assessment (PFHA)

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Progress on existing projects initiated via interagency agreements and cooperative research initiatives with other agencies has continued in FY2023. Phase 1 of the PFHA research (technical basis) is complete. Several reports were published in 2023 and several more are in press. This phase of the research comprised projects focused on specific technical details of probabilistic modeling for precipitation, site-scale flooding, riverine flooding, and coastal flooding, as well as reliability of flood protection features and procedures. Phase 2 (pilot projects) is focused on integrating the technical basis research into demonstration multi-mechanism flooding hazard assessments. This phase comprises three projects: (1) Local Intense Precipitation Flooding (LIP) PFHA Pilot Study; (2) Riverine Flooding PFHA Pilot Study; and (3) Coastal Flooding PFHA Pilot Study. The LIP and riverine flooding pilot studies have been completed. The coastal flooding pilot study will be completed in early FY 2024. The third and final phase (guidance development) is in progress. The 8th Annual NRC PFHA Research Workshop held March 21-24, 2023 (Hybrid), reviewed progress on NRC-funded projects and updated participants on PFHA research at other agencies. Proceedings from the 6th and 7th Annual PFHA Research Workshops were published as an NRC Research Information Letters (RIL-2022-10 and RIL-2023-05). NRC staff participated in technical exchanges with the French Institute de Sûreté Nucléaire et de Radioprotection (IRSN). Cooperative research efforts with IRSN and the Electric Power Research Institute (EPRI) have continued under existing agreements. NRC staff participated in activities of the American Society of Mechanical Engineers Joint Committee for Nuclear Risk Management (ASME/JCNRM) External Flood Working Group. NRC staff helped organize and participated in an international workshop on the safety assessment of nuclear installations for combinations of external hazards sponsored by the Organization for Economic Cooperation and Development Nuclear Energy Agency (OECD/NEA).  NRC staff also participated in activities of the OECD/NEA Working Group on External Events.

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Risk Assessment of Operation Events (RASP Handbook)

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While the RASP handbook is still in use, no changes have been made to the RASP handbook since 2018. The latest versions of the RASP handbook are available to the public at the Reactor Oversight Process References web page.

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Maintenance and Development of the Systems Analysis Programs for Hands-on Analysis Integrated Reliability Evaluations (SAPHIRE) Code

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In FY 2023, the SAPHIRE development team released two new versions of SAPHIRE, version 8.2.7 in January 2023 and version 8.2.8 in March 2023. The SAPHIRE development team continues to make software improvements in accordance with the software quality assurance program, which is described in NUREG/CR-7039, Volume 6, "SAPHIRE Version 8: Quality Assurance." In addition to bug fixes and stability and performance improvements, new features include an improved Remote Solver and Remote Update function, easier extraction of key data, better automation features, and a capability to generate multi-unit cut sets. The SAPHIRE team also continues efforts to develop SAPHIRE 9, a cloud-based solving platform that will better support solving large and complex models. Initial testing of this feature led to a number of improvements. The remote solving capability allows users to send analyses to be solved using servers hosted at the Idaho National Laboratory. Additional functionality was added in FY 2023, and a new file format and interface will be prototyped in FY 2024 as part of the overall effort to move toward a cloud-based architecture for SAPHIRE. The SAPHIRE team will also continue to respond to users’ request for new features and address areas for improvement in the code.

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Standardized Plant Analysis Risk Models (SPAR)

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During FY 2023 the staff continued to maintain and improve SPAR models to reflect the as-built-as operated nuclear power plants and continued to provide technical support for SPAR model users and risk-informed programs. In an effort to meet the objective or reflecting the as-built-as-operated plant, a significant number of SPAR model formal modifications were completed. These modifications included: routine updates to reflect recent plant changes (7 models were updated with the latest information from licensee PRA models), incorporation of new logic associated with external events, modifications to SPAR models to reflect the most recent plant operating data, and modifications to support the Significance Determination Process (SDP) or Events and Conditions Assessment (ECA) analyses.

The SPAR models are used by NRC staff in support of risk-informed activities related to the inspection program, incident investigation program, license amendment reviews, performance indicator verification, accident sequence precursor program, generic safety issues, and special studies. These models also support and provide rigorous and peer reviewed evaluations of operating experience, thereby demonstrating the agency's ability to analyze operating experience independently of licensees' risk assessments and enhancing the technical credibility of the agency.

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Full-Scope Site Level 3 PRA

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No Update

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Data Collection for Human Reliability Analysis (HRA)

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The following highlight the HRA data activities:

  • RES initiated the Open Source SACADA (OSS) operation to promote the use of SACADA. OSS provides the SACADA source codes to the organizations who are interested in modifying SACADA for their specific purposes. Sandia National Laboratories (SNL) is the first OSS partnership. SNL plans modify SACADA for its blended (i.e., combination of cyber and physical) attack experiments. Note: SACADA (Scenario Authoring, Characterization and Debriefing Application) was developed by NRC to collect human reliability data in operator simulator training and job performance measures.
  • Provided SACADA tool to Japan Nuclear Regulatory Authority to inform JNRA’s decision on collecting human reliability data.
  • Initiated a project to use Idaho National Laboratory’s simulator facilities to collect human reliability data in digital instrumentation and control environment.
  • Finalizing the project with Pacific Northwest National Laboratory on reviewing IDHEAS-DATA (draft).
  • Analyzing data to develop guidance on specifying time uncertainty for IDHEAS-ECA (NUREG-2256).

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Human Reliability Analysis (HRA) Methods and Practices

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Rolled out the IDHEAS Method for Events and Conditions Assessment (IDHEAS-ECA).

  • In 2019, the U.S. Nuclear Regulatory Commission (NRC) developed a new human reliability analysis (HRA) method—Integrated Human Event Analysis System for Event and Condition Assessment (IDHEAS-ECA). The method is based on state-of-the-art cognitive research and can improve the technical basis, analysis detail, and transparency of key assumptions for estimating the human error probabilities (HEPs) of human failure events (HFEs). The method is intended to be used in event and condition assessment (ECA) of nuclear power plants. IDHEAS-ECA supports probabilistic risk assessment (PRA) applications by analyzing human events and estimating human error probabilities. The application scope of IDHEAS-ECA is broad because the cognitive failure modes which model failure of human actions, and performance-influencing factor (PIF) structure, which models the context of a human failure event (HFE), are comprehensive and technology-neutral. The method covers all the PIFs in existing HRA methods and the factors reported in broad literature and in nuclear-specific human events. IDHEAS-ECA can be used in PRA applications; for example, SPAR models, the significance determination process (SDP), accident sequence precursor (ASP) program, and risk-informed licensing reviews. To facilitate the use of IDHEAS-ECA, the NRC staff developed the IDHEAS-ECA Software Tool to calculate the HEPs of HFEs analyzed in the IDHEAS-ECA process.

Implementation of IDHEAS-ECA to human failure events (HFEs) in SPAR models.

  • The NRC has begun exploring the application of IDHEAS-ECA in various risk-informed activities. In addition, the NRC is assessing the transition from using SPAR-H HRA Method to IDHEAS-ECA in risk assessment of initiating events and/or degraded conditions, which are known as event and condition assessments (ECAs). However, HRA evaluations performed by the NRC staff for ECAs have historically been difficult and time consuming due to the limitations in accessing plant-specific data and documentation needed to fully implement HRA methods. As part of a pilot activity for increased use of IDHEAS-ECA, the NRC is building a knowledge base of application examples. An initial activity for building this knowledge base was to identify and evaluate several of the most risk significant HFEs that are commonly used in most standardized plant analysis risk (SPAR) models or that have been identified as risk significant during NRC-conducted ECAs. In addition, using IDHEAS-ECA to evaluate these HFEs in base SPAR models could improve the understanding of uncertainties associated with the use of industry-average (i.e., not plant-specific) HEPs currently in the SPAR models and specifying the contextual differences between accident sequences/cut sets.
  • The NRC staff analyzed an initial set of selected HFEs in SPAR models and documented the results in an evaluation report. The NRC staff is currently looking into case studies to understand the differences between currently used HEP values and those produced by IDHEAS-ECA.
  • The staff summarized the process and results of IDHEAS-ECA SPAR model applications in a technical paper and presented the paper at 2023 PSA conference, titled "Base Standardized Plant Analysis Risk (SPAR) Model Human Failure Event Application of Integrated Human Event Analysis System for Event and Condition Assessment (IDHEAS-ECA)". This paper describes the process of applying IDHEAS-ECA to an HFE with consideration of potential variability due to design differences and differing scenario contexts. In addition, this paper also discusses some general insights on the use of IDHEAS-ECA and illustrates the documentation generated during an IDHEAS-ECA analyses.

Application of IDHEAS-ECA in digital instrumentation and control (DI&C) environment.

  • Many operating U.S. plants are planning modernization projects to replace their analog instrumentation and control systems and human-system interfaces with new digital systems. Nuclear power plant control room modernization introduces digital instrumentation and control (DI&C) systems and digital human-system-interfaces to operators. These new systems expectedly will offer functions and capabilities that are vital for performance and plant safety. Although digital technology potentially can improve operational performance, there are challenges to using this technology. Moreover, introducing new technologies to control rooms would introduce new operator actions, change existing operator actions, and change the context of actions. The impact of such changes on operator performance and plant safety should be evaluated as new technologies are being introduced. This activity is to establish the basis that IDHEAS-ECA is applicable to evaluate operator actions in DI&C environment.
  • Because IDHEAS-ECA is cognition-centered and technology-neutral, in principle, the method can be used for HRA of human actions with DI&C technologies in advanced control rooms and DI&C modernization. The NRC staff analyzed IDHEAS-ECA applications in a DI&C environment and demonstrated its use with a set of human events in control room DI&C upgrades.
  • The work was summarized in a technical paper, presented at 2023 HMIT&NPIC Conference, titled as "Application of Human Reliability Analysis to DI&C Control Room Modernization".
  • It describes the process and two case studies of applying the NRC’s human reliability method, the Integrated Human Event Analysis System for Event and Condition Analysis (IDHEAS-ECA), to the analysis of changing operator actions with the introduction of control room digital systems. The process with the case demonstration can be used along with human factors engineering process to systematically identifying and analyze potential risks associated with DI&C control room modernization. This paper also demonstrates the applicability of IDHEAS-ECA in human reliability analysis of DI&C working environment.

The following activities are on-going:

  • The NRC staff is developing guidance for handling HRA data, estimating time, and for considering HRA recovery within IDHEAS.

 

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National Fire Protection Association (NFPA) Standard 805

NFPA 805 is a performance-based standard, endorsed via 10 CFR 50.48(c) that critically depends on risk information in the form of Fire PRA to enable licensees to transition from existing "deterministic" fire protection programs to ones that are "risk-informed, performance-based." Fire PRA is an integral part of the new licensing basis and includes both quantitative evaluations of base risk and changes to base risk in accordance with RG 1.174 guidelines as well as supporting qualitative considerations, such as traditional defense in depth and safety margin, also as per RG 1.174.

Forty-six operating nuclear power reactors committed to transition to NFPA 805, and all have received license amendments. All reactor units have fully completed the transition. Transition completion is controlled by license condition and transition is considered completed when all implementation items and modifications required by NFPA 805 have been completed. Although there are no additional licensees scheduled to submit license amendment requests to transition to NFPA 805, the NRC staff has received 23 requests from NFPA 805 licensees requesting additional changes. Of these 23 requests, 21 have been completed, 1 has been withdrawn, and 1 remains to be completed.

As a result of NFPA 805, two NRC guidance documents have been updated. Regulatory Guide 1.205, Risk-Informed, Performance-Based Fire Protection for Existing Light-Water Nuclear Power Plants, Revision 2, was issued in May of 2021, and Regulatory Guide 1.191, Fire Protection Program for Nuclear Power Plants During Decommissioning and Permanent Shutdown, Revision 1, was issued in January of 2021.

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Assess Debris Accumulation on Pressurized Water Reactor (PWR) Sump Performance, Generic Safety Issue (GSI)-191

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No Update

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Develop Risk-Informed Improvements to Standard Technical Specifications (STS)

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As of December 2023, the NRC has approved twenty nine applications adopting the RICT program. Seven additional applications are currently being reviewed by NRC staff.

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Implement 10 CFR 50.69: Risk-Informed Categorization and Treatment of Structures, Systems and Components for Nuclear Power Reactors

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The NRC continued receiving and reviewing 50.69 License Amendment Applications. The NRC issued additional amendments for 50.69, bringing the total of issued amendments to twenty nine with eight under active review. The NRC approved multiple plants with the so-called Tier 1 (low seismic risk) and Tier 2 (medium seismic risk) alternative seismic methodology. These alternative seismic methodologies are supported by information in EPRI Report 3002017583.

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Graded Approach to the Use of Safety Significance in the Low Safety Significance Issue Resolution Process

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No Update

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Guidance for Unattended Opening Evaluations

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Based on the results of the SNL Unattended Opening (UAO) study that was reviewed by representatives from the Department of Energy and NRC staff, NEI made a determination not to pursue changes to existing NRC-endorsed guidance regarding UAOs. Based on the final SNL report, NEI and the NRC determined that the report conclusions and data collected do not support revising the existing regulatory reasonable assurance standard (i.e., greater than 96 square inches) for UAOs.

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Emergency Preparedness (EP) Program Review 24-Month Frequency Performance Indicators Development to Satisfy 10 CFR 50.54(t) Requirements

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No update. However, staff anticipates providing updates for FY 2024.

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Page Last Reviewed/Updated Friday, February 23, 2024