DOE-STD-1628-2013, Development of Probabilistic Risk Assessments for Nuclear Safety Applications
Functional areas: Risk Assessments, Documented Safety Analysis
This Standard was developed to support the use of PRAs in nuclear safety applications. It is based on standards, guides, and best practices used in the chemical, nuclear, and aerospace industries. PRAs developed using this Standard can be used to complement qualitative/deterministic methods for developing hazards assessments, hazard controls, and safety management programs.
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Section 1
NOT MEASUREMENT
SENSITIVE
DOE-STD-1628-2013
November 2013
DOE STANDARD
DEVELOPMENT OF PROBABILISTIC
RISK ASSESSMENTS FOR NUCLEAR
SAFETY APPLICATIONS
U.S. Department of Energy AREA SAFT
Washington, DC 20585
DISTRIBUTION STATEMENT A. Approved for public release; distribution is unlimited.
DOE-STD-1628-2013
TABLE OF CONTENTS
SECTION PAGE
Foreword........................................................................................................................................... i
1. Introduction.................................................................................................................................. 1
2. Applicability and Scope............................................................................................................... 1
3. Overview of Standard .................................................................................................................. 2
4. Development of PRAs ................................................................................................................. 2
4.1 PRA Plan............................................................................................................................... 2
4.1.1 Overview ..................................................................................................................... 3
4.1.1.1 Statement of Issue .......................................................................................... 3
4.1.1.2 Purpose, Objectives, and Scope ...................................................................... 3
4.1.1.3 Principal Assumptions, Limitations, and Methods and Models ..................... 3
4.1.1.4 Relationship to the Safety Basis Documents .................................................. 3
4.1.1.5 Risk Metrics .................................................................................................... 3
4.1.2 PRA Approach ............................................................................................................. 4
4.1.2.1 Detailed Assumptions ..................................................................................... 4
4.1.2.2 Data Parameter Estimation and Analysis ........................................................ 4
4.1.2.3 Methodology Description ............................................................................... 5
4.1.2.4 Schedule and Resources.................................................................................. 5
4.1.3 Anticipated Outcomes and Intended Use of Information ............................................ 5
4.1.3.1 Outcomes ........................................................................................................ 5
4.1.3.2 Interpretation of Results.................................................................................. 5
4.1.3.3 Impact on Safety Basis ................................................................................... 5
4.1.4 PRA Technical Adequacy and Peer Review Approach ............................................... 6
4.1.4.1 PRA Team and Review Personnel .................................................................. 6
4.1.4.2 Completeness and Transparency of Documentation ....................................... 6
4.1.4.3 Procedures ....................................................................................................... 6
4.1.4.4 Model/Facility Configuration Control and Performance Monitoring ............. 6
Section 2
4.1.4.5 Applicable DOE QA Requirements ................................................................ 7
4.1.4.6 Technical and Peer Reviews ........................................................................... 7
4.1.5 Plan Approval .............................................................................................................. 7
4.2 Performance .......................................................................................................................... 7
4.3 Completeness Criteria ........................................................................................................... 7
4.4 Results and Documentation .................................................................................................. 8
4.5 Assuring Technical Adequacy .............................................................................................. 9
4.5.1 Implementing Technical Adequacy Requirements ...................................................... 9
4.5.2 Performing a Peer Review........................................................................................... 9
4.5.2.1 Peer Review Process....................................................................................... 9
4.5.2.2 Peer Review Team........................................................................................ 10
4.5.2.3 Peer Review Results ..................................................................................... 10
5. Uses of PRAs in DOE Nuclear Safety Applications .................................................................. 10
5.1 Evaluating Alternative Compliance Approaches ................................................................ 11
5.2 Supporting the USQ Process ............................................................................................... 11
5.3 Supplementing Traditional Safety Methods ........................................................................ 11
5.4 DOE Evaluation of Changes to Safety Requirements ......................................................... 11
Appendix A- Glossary ................................................................................................................. A-1
Appendix B- Key References Listed by Section 4 Topical Areas ............................................... B-1
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DOE-STD-1628-2013
Foreword
The Department of Energy (DOE) has taken action to improve the infrastructure and use of risk
assessment methodologies for nuclear safety applications. These actions include revising DOE
Policy, Nuclear Safety Policy, dated February 2011, establishing a Risk Assessment Technical
Working Group to provide advice and expert technical guidance in matters concerning risk
assessments1, and developing this Probabilistic Risk Assessment (PRA) Standard which provides
criteria and guidance for the development of PRAs at DOE nuclear facilities.
This Standard was developed by a team of DOE and industry risk assessment experts. It
establishes a process for planning and performing PRAs in a controlled manner with DOE
review and approval. This Standard also provides a set of references to guide project teams in
performing PRAs.
Section 3
DOE technical standards do not establish requirements; however, all or part of the provisions
within this Standard may become requirements under the following circumstances: (1) they are
explicitly stated to be requirements in an applicable DOE requirements document, or (2) the
organization makes a commitment to meet a standard in a contract or in an implementation plan
or program plan of a DOE requirements document. Throughout this Standard, the word “shall”
is used to denote a requirement; the word “should” is used to denote a recommendation; and, the
word “may” is used to denote permission, but not a requirement or a recommendation. To
satisfy this Standard, all applicable “shall” statements need to be met.
Comments in the form of recommendations, pertinent data, and lessons learned that may
improve this document should be sent to:
James O’Brien, Director
Office of Nuclear Safety, HS-30
U.S. Department of Energy
19901 Germantown Road
Germantown, MD 20874
Phone: (301) 903-1408, Facsimile: (301) 903-6172
Email: james.o’brien@hq.doe.gov
1 DOE has chosen to use the term “probabilistic risk assessment” in this Standard to cover quantitative risk
assessments where frequency and consequence are evaluated in an integrated manner.
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mailto:james.o�brien@hq.doe.gov
DOE-STD-1628-2013
1. INTRODUCTION
The Department of Energy (DOE) has taken action to improve the infrastructure and use of risk
assessment methodologies for nuclear safety applications. These actions include revising DOE
Policy (P) 420.1, Nuclear Safety Policy, dated February 2011, establishing a Risk Assessment
Technical Working Group to provide advice expert technical guidance in the matters concerning
risk assessments,1 and developing this Probabilistic Risk Assessment (PRA) Standard which
provides criteria and guidance for the development of PRAs at DOE nuclear facilities.
The purpose of this Standard is to provide a consistent approach and process for planning,
executing, and using PRAs in nuclear safety applications. This Standard is a process standard
that builds upon and refers to recognized industry standards and guidance for details on how
specific aspects of the process may be implemented. This Standard provides a set of references
to guide project teams in the performance of probabilistic risk assessments.
The DOE Nuclear Safety Policy supports the use of quantitative and probabilistic risk assessment
methodologies to supplement qualitative/deterministic methods when such use is supported by
industry practices and risk data. DOE’s review has indicated that such methodologies may be
useful in the following areas (discussed more fully in Section 5 of this Standard):
Aiding in the evaluation of alternatives that comply with DOE nuclear safety
requirements;
Supporting the unreviewed safety question (USQ) process;
Supplementing traditional safety assessment methods; and,
Evaluating changes to DOE safety requirements.
In general, application of PRA methodologies can enhance the quality of hazard and risk analyses
and the decisions that are made based on these analyses.
2. APPLICABILITY AND SCOPE
This Standard was developed to support the use of PRAs in nuclear safety applications. It is
based on standards, guides, and best practices used in the chemical, nuclear, and aerospace
industries. PRAs developed using this Standard can be used to complement
qualitative/deterministic methods for developing hazards assessments, hazard controls, and safety
management programs.
Section 4
This Standard also addresses the use of PRAs to assist in developing a documented safety
analysis (DSA) required by 10 C.F.R. Part 830, Nuclear Safety Management. This Standard can
also be used to support risk-informed decision making.
This Standard is not intended for analysis that simply employs a subset of PRA techniques, such
as event-tree or fault-tree analysis, related to DOE nuclear facilities. The scope, complexity, and
intended use of such analyses and calculations should be considered in determining the
applicability of this Standard. The Standard should be applied in complex analyses where the
1 DOE has chosen to use the term “probabilistic risk assessment” in this standard to cover quantitative risk
assessments where frequency and consequences are evaluated in an integrated manner.
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DOE-STD-1628-2013
results are used as a significant input to decisions regarding the selection of or adequacy of safety
controls, or whether to screen events and scenarios from further safety analysis.
This Standard is not intended for use in evaluating the safety of nuclear explosive operations.
Ensuring safety for nuclear explosive operations conducted by DOE, the National Nuclear
Security Administration (NNSA) and their respective contractors is the subject of a separate,
specialized set of directives and standards (e.g., DOE Order 452.2D, Nuclear Explosive Safety,
dated April 2009).
Throughout this Standard, the word “shall” is used to denote a requirement; the word “should” is
used to denote a recommendation; and, the word “may” is used to denote permission, but not a
requirement or a recommendation. To satisfy this Standard, all applicable “shall” statements
need to be met.
3. OVERVIEW OF STANDARD
Section 4 of this Standard identifies general elements required for the development and use of
PRAs. Section 5 identifies potential uses of PRA in DOE nuclear safety applications and
describes considerations for developing a PRA. Appendix A contains a glossary of terms used in
this Standard.
Appendix B is designed around three tables of industry reference standards. Table B-1 provides
industry standards that are directly applicable to implementing the various sections of the
standard. Table B-2 is arranged by topical area and provides industry standards that apply to
specific PRA processes (e.g., peer reviews) and technical subject matter (e.g., fault tree analysis,
human reliability analysis). Table B-3 provides an example of the contents of a comprehensive
PRA standard using a table of contents of the PRA performance standard for advanced non-light
water reactor (LWR) PRAs.2
4. DEVELOPMENT OF PRAs
This section provides the criteria and guidance for developing a PRA. Industry standard
references supporting these key elements are discussed in Table B-1 of Appendix B.
4.1 PRA Plan
Prior to developing a new PRA for nuclear safety applications, the responsible project manager
shall develop a plan for the application of PRA techniques to the needs of the project. The PRA
plan shall address the following elements:
Overview;
PRA approach;
Anticipated outcomes and intended use of information; and,
PRA technical adequacy and peer review approach.
2 ASME/ANS-RA-S-1.4-2013, “Probabilistic Risk Assessment Standard for Advanced Non-LWR Nuclear Power
Plants,” ASME, New York, NY and ANS, La Grange Park, IL, has been approved for trial use in pilot applications
and is scheduled for publication in December 2013; it closely parallels the standard for LWRs (ASME/ANS RA-Sb-
2013).
Section 5
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DOE-STD-1628-2013
These main elements, along with associated subtopics, are discussed in the following sections.
4.1.1 Overview
4.1.1.1 Statement of Issue
The PRA plan provides a statement of the issue that has brought about the need to apply PRA
techniques. The PRA plan shall address the topics in subsections 4.1.1.2 through 4.1.1.5 below.
4.1.1.2 Purpose, Objectives, and Scope
The purpose section describes why the PRA is being performed. The objectives section describes
decisions to be supported or needs to be met by the PRA. The scope section describes the
boundaries of the systems and the activities to be analyzed, including as applicable:
Facility structures, systems, and components (SSCs) and operating states;
Internal events and hazards;
External events and hazards; and,
Accident phenomena and progression.
The PRA’s scope may be narrow or broad depending on the application. The PRA plan provides
the rationale for the scope of the intended application.
4.1.1.3 Principal Assumptions, Limitations, and Methods and Models
The PRA plan describes the principal assumptions (explicit and implicit) upon which the PRA’s
methods and models are based, the rationale for the assumptions, the selection of methods and
models, and any limitations of the PRA and on the use of the PRA’s results.
4.1.1.4 Relationship to the Safety Basis Documents
The relationship between the anticipated PRA results and the nuclear facility safety basis and
safety design basis documents (e.g., the DSA and Preliminary DSA) shall be described. The
PRA plan describes the process used to identify: (a) the key PRA assumptions which require
protection by appropriate mechanisms; (b) the use of PRA results to inform selection of safety
controls to be included in the safety basis; and (c) applicability of the USQ process relative to
maintaining the PRA (see Section 5 of this Standard).
4.1.1.5 Risk Metrics
The PRA plan describes the risk metrics and risk significance criteria to be used in carrying out
the PRA and provides a technical rationale for these criteria. Example metrics include the
frequency of exceeding specified design or radiological dose limits, probability of exceeding
established safety criteria, and individual risk from radiological or chemical exposures (see
definition in Appendix A of this Standard). The manner in which the selected risk metrics and
the supporting quantitative risk analyses will complement insights gained through
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DOE-STD-1628-2013
qualitative/deterministic processes3 (to support risk-informed decisions) shall be documented in
the PRA plan and in the discussion of PRA results (see also Section 4.4 of this Standard).
4.1.2 PRA Approach
Several methodologies (methods and models) for performing a PRA have been developed and are
described in industry guides and standards (see Appendix B of this Standard). Each particular
methodology offers specialized schemes and tools for analyzing facilities or processes. The
methodology that is adopted should be systematic and consistent with PRA practice.
The PRA approach shall be described in the plan by addressing the topics below.
4.1.2.1 Detailed Assumptions
Based upon the principal assumptions (see Section 4.1.1.3 of this Standard), the plan identifies
detailed assumptions that influence the strategies and the methods or models that form the basis
of the PRA approach to the extent that such assumptions can be identified in the PRA planning
phase.
Section 6
4.1.2.2 Data Parameter Estimation and Analysis
The plan defines the process for estimation of data parameters to be used in the analysis,
including the development of data parameter estimates derived from facility-specific and generic
data sources, and, consistent with established industry standards, acquired through collection of
service experience data, expert elicitation, and expert judgment.
Typical data parameters of interest include:
Initiating event frequencies and uncertainties;
Component failure rates or failure probabilities and uncertainties;
Common cause failure parameters and uncertainties;
Human error rates and uncertainties; and,
Event or phenomena (e.g., gas ignition) probabilities.
The plan describes the process of collecting and analyzing information in order to estimate data
parameters selected for the PRA models, including sources of information used to obtain
estimates of the PRA data parameters (examples of which are listed above) of various events.
The approach to characterizing and quantifying uncertainties in the estimates of data parameters
is described, including the method for combining information from different sources.
The plan describes the process for data analysis, parameter estimation, and sensitivity analysis.
The plan also addresses the strategy for any database development, including the service data
collection process, identification of data sources, methods for combining information from
different sources (e.g., Bayes’ methods), and characterization of uncertainty in the parameter
estimates.
3 See DOE P 420.1 and DOE/HS-0006, Technical Basis for U.S. Department of Energy Nuclear Safety Policy 420.1,
July 2011.
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DOE-STD-1628-2013
4.1.2.3 Methodology Description
The plan describes the methodology to be used for developing the PRA. The plan identifies
applicable industry standards or guides for the performance of the PRA and provides the
technical rationale for their use in terms of relevance, applicability, completeness, and level of
detail. An example of PRA methodology elements for non-light water reactors is provided in
Section 3 of Table B-3 of Appendix B in this Standard.4
4.1.2.4 Schedule and Resources
The plan describes the schedule and resource requirements necessary for the development,
conduct, and peer review of the PRA.
4.1.3 Anticipated Outcomes and Intended Use of Information
The PRA plan shall address the topics in subsections 4.1.3.1, 4.1.3.2, and 4.1.3.3 below.
4.1.3.1 Outcomes
The plan describes the results to be produced and expectations for documentation of analysis and
results. Further sample guidance can be found on this topic in the ASME/ANS Standards for
PRA (see Appendix B).
4.1.3.2 Interpretation of Results
The plan describes how the PRA risk metric results will be evaluated and compared with
established risk significance criteria in order to support risk-informed decisions. This stage of
the process includes a delineation of the principal contributors to risk and an evaluation of
uncertainties, including a quantification of uncertainty in the estimate of risk and a sensitivity
analysis of sources of uncertainty that are not quantified.
4.1.3.3 Impact on Safety Basis
The plan describes how the results of the PRA will interface with the existing safety basis or be
included in the Safety Design Strategy for new facilities (required by DOE Standard 1189-2008,
Integration of Safety into the Design Process). The plan also describes the approach for
balancing and reconciling insights derived from deterministic and probabilistic inputs to risk-
informed decision making to the extent possible at the planning stage.
Section 7
4 These methodology elements are similar to those used in light water reactor (LWR) PRA but are not dependent on
LWR risk metrics such as core damage frequency and as such are more relevant to DOE non-reactor facilities.
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DOE-STD-1628-2013
4.1.4 Technical Adequacy5 and Peer Review Approach
The plan shall describe the approach for assuring the technical adequacy of PRA development
and provide the basis for the approach. The approach to technical adequacy shall include:
Use of qualified personnel adequately trained in applicable PRA and DOE safety subject
matter,
Completeness and transparency of documentation,
Use of appropriate PRA methods and procedures,
PRA model/facility configuration control and performance monitoring,
Applicable DOE quality assurance (QA) requirements, and
PRA technical and peer reviews.
4.1.4.1 PRA Team and Review Personnel
The plan describes the necessary disciplines and qualifications of the team to perform the PRA.
The team shall include personnel experienced in DOE’s nuclear safety process and requirements.
The approval authority for the PRA plan shall assign qualified personnel to review the plan for
technical adequacy.
4.1.4.2 Completeness and Transparency of Documentation
The PRA shall be documented in a manner that facilitates its application, upgrade, and peer
review. The PRA shall provide objective evidence that the requirements of this Standard, and
any supporting PRA performance standards, have been met.
4.1.4.3 Procedures
The plan describes guides and procedures employed to ensure consistency and coherence among
tasks performed by different analysts.
4.1.4.4 Model/Facility Configuration Control and Performance Monitoring
The plan describes the approach and procedures for assuring adequate configuration control of
the PRA model for consistency with the facility design and the actual as-built facility, both
during initial performance of the PRA and its use in any ongoing risk management programs.
This includes a process for monitoring system performance and verification of PRA inputs to
ensure their validity during the duration of the PRA application.
5 The term “technical adequacy” is used in the field of PRA to refer to strategies for technical quality that parallel
those employed in quality assurance programs. These requirements for PRA technical adequacy are not to be
confused with “quality assurance” as defined in DOE QA requirements. Any changes made to DOE facilities
arising from the PRA are also required to satisfy DOE quality assurance requirements. In addition, the PRA will
need to employ applicable QA procedures as part of its approach to PRA technical adequacy, based on the scope and
applications of the PRA.
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DOE-STD-1628-2013
4.1.4.5 Applicable DOE QA Requirements
The plan identifies applicable DOE QA requirements (including, where appropriate, DOE
requirements for QA records and audits, the use of verified computer programs, document logs,
corrective action programs, and the use of procedures) and describes how they will be met.
4.1.4.6 Technical and Peer Reviews
The plan describes the process used to perform internal team checks and technical reviews. The
plan also describes how personnel familiar with the facility will review assumptions regarding
the design, operation and maintenance of the facility used in the development of PRA models and
data analysis.
Section 8
The plan describes the peer review process, identifies applicable standards and guides used to
perform the peer review, and provides the rationale for the approach. The peer review process
should be commensurate with the PRA’s complexity and importance to safety. The PRA plan
should identify whether peer reviews will be conducted at intermediate stages during
development and conduct of the PRA. The scope of peer review may range from a single subject
matter expert to a formal external review (see Section 4.5 of this Standard), depending on the
scope, complexity and intended use of the PRA.
The peer review team’s collective experience and expertise shall encompass the technical subject
matter of the PRA and the design, maintenance, and operation of the type of facility being
assessed.
4.1.5 Plan Approval
The plan shall be reviewed against this Standard and approved by DOE. The level of DOE
review and approval should be commensurate with the purposes and uses of the PRA. For
nuclear safety applications related to the development of DSAs, the DOE approval authority for
the PRA plan should be the DOE approval authority for the DSA.
4.2 Performance
The PRA shall be performed in accordance with the PRA plan. In particular, appropriate
industry standards, guides, and practices shall be implemented consistent with the PRA plan.
Substantive (i.e., non-administrative) changes identified to be necessary during implementation
of the PRA plan shall be documented and approved by DOE.
4.3 Completeness Criteria
PRA models shall be developed in a manner that meets the following completeness criteria:
(a) Models identify and quantify the significant contributors to risk (see definition of risk
significance provided in Appendix A, Glossary, of this Standard) according to the risk
metrics and scope selected.
(b) Models provide a comprehensive treatment of dependencies that are necessary and
sufficient to provide a realistic assessment of risk levels and to identify the significant
contributors to risk. These dependencies should include physical, functional and human-
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DOE-STD-1628-2013
caused dependencies that may increase or significantly influence the frequency and
probability of multiple failures or unavailabilities.
(c) Models use industry-accepted methods for identifying and quantifying the risk of
common cause failures that may adversely impact the reliability of redundant safety
systems.
(d) Models shall not screen out events based solely on assessments of low frequency or low
probability without consideration of the consequences of the event (to establish the
event’s overall risk significance). The PRA may screen out events only when it can be
shown that inclusion of the event would not impact the characterization of risk-significant
accident sequences or basic events. The rationale supporting any screening shall be
documented.
4.4 Results and Documentation
The first several elements listed below are the same as those documented in the PRA plan, but
will need to be updated to reflect experience gained during performance of the PRA. The
following key elements of the PRA shall be documented in a final report submitted to DOE:
(a) The project’s purpose and objective.
(b) Evidence that the requirements in this Standard and its supporting standards have been
met; justification for any requirements not met.
(c) A description of whether and how the PRA results meet the PRA objectives.
(d) A clear and concise tabulation of known limitations and constraints associated with the
Section 9
analysis.
(e) A clear and concise tabulation of the assumptions used, especially with respect to
mission success criteria.
(f) Delineation of, and justification for, risk metrics and significance criteria used to
interpret the results.
(g) Justification of completeness in identifying and screening out of risk contributors (i.e.,
justification that screened out facility operating states, hazards groups, initiating events,
accident sequences, human actions, and failure modes, etc.) do not individually or
collectively make a significant contribution to risk.
(h) Identification of data sources and data analysis methods, including the approach for the
integration of estimates from different sources and for characterization and quantification
of uncertainties.
(i) Identification of significant contributors to analyzed risk metrics, including facility
operating states, hazards, initiating events, accident sequences, end states, basic events,
and human actions.
(j) Characterization and quantification of uncertainties (including parameter uncertainties,
uncertainties in phenomena and human performance, and modeling uncertainties) in the
evaluation of analyzed risk metrics, and the results of sensitivity studies to evaluate
sources of uncertainty that are not quantified.
(k) Risk insights relative to deterministic analyses contained in the relevant DSA.
(l) Results of actions taken to ensure technical adequacy, and steps necessary to protect
assumptions used in the PRA.
(m) Disposition and resolution of peer review comments.
(n) Results and conclusions.
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4.5 Assuring Technical Adequacy
The approach to assuring technical adequacy of the PRA is documented as part of the PRA plan
(see Section 4.1.4 of this Standard). If the approach to technical adequacy changes during the
course of performing the PRA, those changes shall be documented, justified, and approved (same
approval authority as plan approval per Section 4.1.5 of this Standard) prior to implementation.
4.5.1 Implementing Technical Adequacy Requirements
Implementing technical adequacy requirements for the PRA shall address the approach defined
by the PRA plan, including:
(a) Use of qualified personnel adequately trained in the subject matter of the PRA and
applicable DOE requirements.
(b) Completeness and transparency of documentation.
(c) Use of appropriate methods and procedures.
(d) Model/facility configuration control and performance monitoring.
(e) Applicable DOE QA requirements.
(f) Technical and peer reviews.
4.5.2 Performing a Peer Review
The peer review process should be commensurate with complexity of the analysis and
importance to safety of the expected PRA results. In the simplest case, peer review may entail an
independent review by a single qualified subject matter expert. More complex facilities or
analyses, especially those dealing with large potential radiological exposures or releases, warrant
more comprehensive peer reviews.
4.5.2.1 Peer Review Process
Where the detailed peer review process is warranted and employed, the peer review shall:
(a) Use a documented peer review process.
(b) List the review topics to ensure completeness, consistency, and uniformity.
(c) Review the appropriateness of the PRA model.
(d) Review assumptions and assess validity and appropriateness.
(e) Ensure that data sources are documented and appropriately used.
(f) Review treatment and propagation of uncertainties.
(g) Review whether the PRA appropriately represents facility design and operations.
(h) Review the use of industry standards.
(i) Evaluate the manner in which the insights gained through the PRA are integrated with
Section 10
and/or complement the results of DSA deterministic analyses.
(j) Review the process used to ensure that technical adequacy requirements were met.
(k) Review results of each PRA technical element for reasonableness.
(l) Review PRA maintenance, update and configuration control processes.
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4.5.2.2 Peer Review Team
The peer review team shall be independent of the user organization (i.e., with no conflicts of
interest that could affect objectivity).
The review team shall include personnel who:
(a) Have collective expertise and experience that encompasses the technical subject matter of
the PRA,
(b) Are knowledgeable of the peer review process,
(c) Are knowledgeable of the DOE’s nuclear safety processes and requirements, and
(d) Are knowledgeable of the design, operation and maintenance of the facility being
analyzed.
4.5.2.3 Peer Review Results
Results of the peer review shall be documented in a report that addresses the following elements:
(a) The peer review process.
(b) The scope of the peer review (i.e., what was reviewed by the peer review team).
(c) The findings on technical adequacy of the PRA.
(d) A discussion of where the PRA does not meet desired characteristics and attributes.
(e) The assessment of the significance of any vulnerabilities and deficiencies identified.
(f) The qualifications of individual team members and discussion of why the team’s
collective expertise was adequate for the review.
(g) A discussion of the independence of the peer review team and freedom of individual
members from conflicts of interest.
5. USES OF PRAs IN DOE NUCLEAR SAFETY APPLICATIONS
DOE P 420.1 allows the use of PRA when employed to supplement DOE’s qualitative/
deterministic processes and supported by industry practices and availability of risk data.
In determining whether a facility-specific PRA should be pursued, the following are relevant
considerations:
Purpose for the PRA (risk-informed decisions, complex accident phenomena and
progression, surveillance and maintenance of safety SSCs, equipment performance and
reliability, etc.), scope of the PRA (full facility vs. partial, accident frequencies and/or
risk consequence analysis), and availability of data to support the PRA;
Complexity of facility processes (number and complexity of SSCs, scope of facility
functions and operations), and relevant phenomena (such as fires);
Magnitude of unmitigated dose consequences; and,
Programmatic importance of the facility (mission critical), and facility design life-cycle
stage (new, existing, major modifications).
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DOE has determined that PRA insights may be used to supplement traditional analytic
approaches; examples are provided below.
5.1 Evaluating Alternative Compliance Approaches
Insights resulting from PRAs may assist decision makers in evaluating alternative courses of
action, each of which comply with DOE’s nuclear safety requirements for design, operations, and
decommissioning. For example, PRAs may be used to inform the selection of safety SSCs and
specific administrative controls.
5.2 Supporting the USQ Process
The USQ process requires evaluation of proposed facility changes and the significance of new
safety information. Results from a PRA may support USQ determination, assessment of a
potential inadequacy of the safety analysis, preparation of a justification for continued operation,
evaluation of safety margins, and selection of compensatory measures.
Section 11
5.3 Supplementing Traditional Safety Methods
A PRA methodology can augment existing DOE safety assessment methods by (a) providing
input to the definition and selection of design basis events; (b) prioritizing efforts for addressing
safety issues, based on risk information;(c) assessing uncertainties in semi-quantitative analyses;
(d) evaluating lessons learned and operating experience, exposing and evaluating sources of
uncertainty in safety analyses; and, (e) testing the sensitivity of analytical results against key
assumptions. PRA results can enhance DOE decisions on defense-in-depth by providing
information on the importance of each control making up the defense-in-depth strategy and by
providing risk insights needed to balance prevention and mitigation strategies. In addition, PRAs
can inform the design process, especially for complex, high-hazard facilities.
5.4 DOE Evaluation of Changes to Safety Requirements
PRA results can be used to support risk-informed decision making for DOE safety requirements
in the following areas:
Proposed rulemaking to impose new requirements directed at improving safety;
Proposed orders or rules directed at increasing effectiveness, or furthering the
Department’s strategic goals other than safety, but which raise safety questions; and,
Proposed exemptions or changes to existing orders or rules that might cause increases in
risk.
11
DOE-STD-1628-2013
Appendix A
Glossary
The following is a glossary of risk assessment terms used at DOE and in general industry. The
source of the definition is noted. Different definitions can be found from different sources;
however, these definitions are the most appropriate to DOE nuclear safety applications.
Term Definition and Source
Deterministic Analysis
An analysis that specifies and applies a set of conservative deterministic
rules and requirements for the design and operation of facilities or for the
planning and conduct of activities. This conservative approach provides a
way of compensating for uncertainties in the performance of equipment
and the performance of personnel, by providing a large safety margin.
[adapted from the IAEA Safety Standard GSR Part4, Safety Assessment
for Facilities and Activities, Section 4.54]
Probabilistic Risk
Assessment (PRA)
A qualitative and quantitative assessment of the risk associated with plant
or facility operation and maintenance that is measured in terms of
frequency of occurrence of risk metrics, such as release category
frequency and its effects on the health of the public [also referred to as a
probabilistic safety assessment (PSA) or quantitative risk assessment
(QRA)]. [adapted from ANS/ASME JCNRM RA-S-1.4, Advanced Non
LWR PRA Standard, 2013 (hereafter ASME/ANS RA-S-1.4-2013)]
PRA Application
A documented analysis based in part or whole on a plant or facility-
specific PRA that is used to assist in decision making with regard to the
design, licensing, procurement, construction, operation, or maintenance of
a nuclear facility. [adapted from ASME/ANS RA-S-1.4-2013]
PRA Maintenance
The update of the PRA models to reflect plant or facility changes such as
modifications, procedure changes, or facility performance (data). [adapted
from ASME/ANS-RA-Sb-2013, Addenda to ASME/ANS RA-S–2008
Standard for Level 1/Large Early Release Frequency Probabilistic Risk
Assessment for Nuclear Power Plant Applications]
PRA Upgrade
Section 12
The incorporation into a PRA model of a new methodology or significant
changes in scope or capability that impact the significant accident
sequences or the significant accident progression sequences. This could
include items such as new human error analysis methodology, new data
update methods, new approaches to quantification or truncation, or new
treatment of common cause failure. [adapted from ASME/ANS RA-S-1.4-
2013]
Probabilistic Method
A technique which uses distributions of parameters (including uncertainty
and randomness) to perform an analysis. Results are expressed in terms of
probabilistic distributions, which quantify uncertainty. [from DOE-HBK-
1188, Glossary of Environment, Safety and Health Terms]
Quantitative Risk
Assessment (QRA)
See PRA
Risk
Frequency and consequences of an event, as expressed by the “risk triplet”
that answers the following three questions: (1) What can go wrong? (2)
How likely is it? and (3) What are the consequences if it occurs?
[adapted from ASME/ANS RA-S-1.4-2013]
A-1
DOE-STD-1628-2013
Term Definition and Source
Risk Assessment
Tools/Techniques
Analytical methodologies, approaches, representations, and criteria,
including computer-based techniques that may be used in a risk
assessment activity. Examples include failure modes and effects analyses,
fault trees, event trees, risk bins, mathematical models for consequence
estimation, complementary cumulative distribution functions, and risk
curves. [from DOE Information Notice, June 2010, Risk Assessment in
Support of DOE Nuclear Safety]
Risk Evaluation
A process of comparing the results of risk analysis with risk criteria to
determine whether the risk and/or its magnitude are acceptable or
tolerable. [from ISO 31000, Risk Management - Principles and
Guidelines: 2009]
Risk Identification
A process of finding, recognizing and describing risks. Risk identification
involves the identification of risk sources, events, their causes and their
potential consequences. Risk identification can involve historical data,
theoretical analysis, informed and expert opinions, and stakeholder's
needs. [from ISO 31000]
Risk-informed Decision
Making
An approach to decision making that makes use of risk insights while
maintaining deterministic and probabilistic principles. These principles
include the following:
1. The proposed change meets the current regulations unless it is explicitly
related to a requested exemption
2. The proposed change is consistent with a defense-in-depth philosophy.
3. The proposed change maintains sufficient safety margins.
4. When proposed changes result in an increase in risk, the increases
should be small and consistent with the intent of the DOE Nuclear Safety
Policy.
5. The impact of the proposed change should be monitored using
performance measurement strategies. [adapted from NRC Regulatory
Guide 1.174, An Approach for Using Probabilistic Risk Assessment in
Risk-Informed Decisions on Plant-Specific Changes to the Licensing
Basis, Revision 1, 2002]
Risk Metric/Risk
Significance Criteria
Terms of reference against which the significance of risk is evaluated.
Risk metrics and the risk significance criteria to which they are compared
are based on organizational objectives and external and internal context
(environment in which the organization seeks to achieve its objectives).
[from ISO 31000] Risk metrics are the quantities (conditions or states of
concern, e.g. large release frequency) measured in a PRA, while the risk
significance criteria are thresholds of concern against which the levels of
risk are measured. Example risk metrics include frequency of: public or
worker dose limits or constraints, meeting cost to benefit goals, system
failure modes, radiological health effects, core damage or other facility
damage, a radioactive material release level or specific health or safety
detriment.
Section 13
Risk significance criteria, in addition to risk metric thresholds, can include
criteria on contributions to risk such as significant basic events and
significant event sequences.
A-2
DOE-STD-1628-2013
Term Definition and Source
Significant Basic Event
A basic event that contributes significantly to the computed risks for the
total risk for risk for a specific hazard group. For internal events, this
includes any basic event that has a Fussell-Vesely importance greater than
0.005 or a risk achievement worth (RAW) importance greater than 2. For
hazard groups that are analyzed using methods and assumptions that can
be demonstrated to be conservative or bounding, alternative numerical
criteria may be more appropriate, and, if used, should be justified.
[adapted from ASME/ANS RA-S-1.4-2013]
Significant Risk
Contributor
Implies a significant contributor to a given risk metric which may be
expressed as the total integrated risk, or risk associated with a specified
part of the risk model, as defined by: the source(s) of radioactive material;
plant or facility operating state(s); hazard group(s); event sequence(s);
event sequence family(ies); or release category(ies). Contributors may be
defined in terms of initiating events, initiating event families, event
sequences, event sequence families, plant or facility damage states, release
categories, basic events, or other defined elements of the PRA model.
[adapted from ASME/ANS RA-S-1.4-2013]
Significant Event
Sequence
One of the set of event sequences, defined at the functional or systematic
level, that, when rank-ordered by decreasing frequency, aggregate to a
specified percentage of the release category frequency, or that individually
contribute more than a specified percentage of the release category
frequency or other risk metric calculated in the PRA. Depending on the
context, significance may be measured in terms of the total integrated risk,
or for the risk associated with a specific source of radioactive material,
plant or facility operating state and hazard group. For this version of the
Standard, the aggregate percentage is 95% and the individual percentage is
1%. Event sequence significance can be measured relative to each separate
release category frequency. For hazard groups that are analyzed using
methods and assumptions that can be demonstrated to be conservative or
bounding, alternative numerical criteria may be more appropriate, and, if
used, should be justified. [adapted from ASME/ANS RA-S-1.4-2013]
Screening
A process that eliminates items from further consideration based on their
insignificant contribution to the frequency or probability of an accident
sequence or its consequences. [adapted from ASME/ANS RA-S-1.4-2013]
Screening Criteria
The values and conditions used to determine whether an item is an
insignificant contributor to the frequency or probability of an accident
sequence or its consequences. [adapted from ASME/ANS RA-S-1.4-
2013]
Technical Adequacy
Term used in PRA for the set of activities to achieve quality as described
in this Standard.
A-3
DOE-STD-1628-2013
Appendix B
Key References Listed by Section 4 Topical Areas
Section 14
The purpose of this Appendix is to provide references that offer guidance on how to plan,
perform, and apply PRAs to risk-informed decision making in a manner that meets the
requirements of this Standard. The references provided are drawn from PRA applications at
DOE facilities, chemical and process industries, the aerospace industry, and the commercial
nuclear power industry. The references include example standards used in developing and
applying PRAs, procedure guides that may be used to guide PRA development; and guides and
standards for applying PRAs in risk-informed decision-making. The list is not exhaustive; it is a
representative set that may be useful in applying this Standard. The user of this Standard is
responsible for providing the rationale for the applicability of any referenced guides and
standards, as set forth in the requirements of this Standard. The references are up to date at the
point this Standard was issued; however, the user of this Standard should check whether more
recent versions are available and may use the more recent versions.
In Table B-1, the application of several key references to each of the topical areas in Section 4 of
this Standard is described. These key references including nuclear safety policies and
quantitative safety goals employed at DOE-owned and NRC-licensed facilities, guides and
standards used at NASA and NRC-licensed facilities for risk-informed decision making, and the
ASME/ANS PRA standard developed for commercial light water and non-light water reactor
nuclear power plants.
A more extensive list of references is provided in Table B-2, organized into the following topical
areas:
Standards for PRA and Risk-Informed Decision Making
Guidance for Risk-Informed Decision Making
Non-Reactor PRA Applications
Guidance for PRA Peer Reviews
Guidance for PRA Methodology
PRA Methods for Special Topics
o Fault Tree Analysis
o Database Development and Analysis
o Common Cause Failure Analysis
o Human Reliability Analysis
o Internal Flooding PRA
o Internal Fire PRA
o External Event Screening
o Aircraft Crash Analysis
o Seismic PRA
o External Flooding PRA
o High Winds PRA
o Expert Elicitation
B-1
DOE-STD-1628-2013
o Probabilistic Treatment of Phenomena
o Quantification and Treatment of Uncertainties
One of the more comprehensive references is ASME/ANS RA-S-1.4-2013, Advanced Non LWR
PRA Standard. This document’s Table of Contents, along with pertinent subsections, is provided
in Table B-3. However, the specific information provided in this Standard regarding subject
matter for which specific DOE guidance is available (e.g., external events discussed in DOE
Standard 3014-2006, Accident Analysis for Aircraft Crash into Hazardous Facilities) needs to be
interpreted in light of that authoritative guidance.
B-2
DOE-STD-1628-2013
Table B-1 Identification of Industry Guides and Standards for Implementing DOE PRA Standard
Section of Standard Topics Applicable Industry Guides and
Standards
Discussion
4.1 PRA Plan
4.1.1 Statement of Issue How to frame PRA application in
context of a risk informed
decision making process.
Section 2 RG 1.174
Section 1 NASA-2010b
This process is designed to preserve deterministic principles and
ensure changes in risk are small
This process is designed for NASA space missions and includes
criteria for when PRA is applied
How to frame statement of the
problem as a risk-informed
decision.
Section 2.1 RG 1.174
Sections 3.1 of NASA-2010b
Section 15
Problem framed in terms of specific changes to licensing basis of
reactors; risk metrics in this application are changes in Core
Damage Frequency (CDF) and Large Early Release Frequency
(LERF)
Problem framed in terms of risk of space missions; includes
selection of risk metrics (performance measures)
4.1.2 PRA Assessment Approach How to structure the PRA for the
application and facility life cycle.
Section 2.2 RG 1.174
Section 1.2 – 1.2.2 of RG
1.200
Section 3 of ASME/ANS RA-
S-1.4-2013
Section 3.2 NASA-2010b
IAEA-2002
Includes evaluation of deterministic criteria and using PRA to
evaluate changes in selected risk metrics
Discusses technical characteristics and attributes of internal event
PRAs
Includes flow chart for deciding which parts of the PRA model
are important to decision, what PRA capabilities are required,
and what requirements in standard are needed
Includes structuring alternatives, using graded approach to PRA
with alternative risk metrics selected for the decision
Addresses PRA for non-reactor facilities
4.1.3 Anticipated Results and Uses
of Information
How to select risk metrics and
establish risk significance criteria.
DOE-1991 and 2010
NRC-1986a
Section 2.2.4 of RG 1.174
Section 3.3.1 of NASA-2010b
NUREG-1860
NUREG-2150
DOE nuclear safety policy with quantitative safety goals
NRC equivalent of DOE-1991 providing safety goals for
commercial nuclear power plants
Risk significance criteria for changes in CDF and LERF are
presented based on baseline CDF and LERF values; these are
risk significance criteria rather than risk acceptance criteria
Criteria are expressed as risk tolerance levels which are not fixed
but tailored to the application
Risk significance criteria based on risk metrics of frequency and
doses resulting from accidents for use with deterministic safety
criteria based on preservation of barriers to release
Guidance on the use of PRA results and incorporation of risk
insights into regulatory decision making for reactor and non-
reactor facilities
How to evaluate results based on
risk acceptance and deterministic
criteria.
Section 2.2.6 of RG 1.174
Section 3.3.2 of NASA-2010b
Framed as “integrated decision making” and includes both
probabilistic and deterministic elements.
Uses a deliberative process to make the decision, and document
the results and the rationale for the decision
B-3
DOE-STD-1628-2013
Table B-1 Identification of Industry Guides and Standards for Implementing DOE PRA Standard
Section of Standard Topics Applicable Industry Guides and
Standards
Discussion
What is done after the risk-
informed decision is initially
made?
Section 2.3 of RG 1.174
Section 4 of NASA-2010b
Includes an implementation part that defines how decision is
implemented and a monitoring program to ensure there are no
unexpected downsides to the change
Framed in terms of a continuous risk management program that
monitors and adjusts decisions to manage risk levels
4.1.4 PRA Technical Adequacy and
Peer Review Approach
What is the scope of the PRA
Technical Adequacy Plan?
Section 2.5 of RG 1.174
Section 3 of RG 1.200
Sections 1.6 and 5 of
ASME/ANS RA-S-1.4-2013
Sections 1.7 and 6 of
ASME/ANS RA-S-1.4-2013
Section 4 of ASME/ANS RA-
S-1.4-2013
Includes use of qualified personnel, procedures to guide the
work, independent and peer reviews, and PRA configuration and
control
Describes how technical adequacy of a PRA is assured; major
Section 16
topics include: risk contributors, modeling, assumptions/
approximations
Addresses technical requirements for risk assessment, including
development process and expert judgment
4.2 PRA Performance What are the available guides and
standards for performing a PRA?
AICE-2000 and Chem-2005
ASME/ANS RA-S-1.4-2013
and NRC-2009
NRC-1983a
NASA-2002b and NASA-
2010a
IAEA-2002
PRA methodology for chemical and process industries
Requirements for PRAs for risk-informed applications; tailored
to operating non-LWR plants and based on generic risk metrics
for release of radioactive material; most requirements applicable
to non-reactor PRAs; PRA scope covered under continuous
expansion
General methodology for PRAs on nuclear power plants
PRA methodology for space applications
PRA for non-reactor facilities
What are the specific guides and
standards for treating special
topics in PRA?
See references in Table B-2 PRA guides and standard for special topics such as fault tree
analysis, database development, external events, expert
elicitation, and many other special topics
4.3 PRA Completeness Criteria What is the necessary and
sufficient level of completeness to
achieve industry best practice for
technical adequacy
Section 4 of ASME/ANS RA-
S-1.4-2013
These criteria are reflected in the definitions of risk significant
accident sequences, basic events, and contributors provided in
the glossary. Section 4 of ASME/ANS RA-S-1.4-2013 includes
criteria for screening and quantification of initiating events, plant
or facility operating states, accident sequences, basic events, and
human actions.
4.4 PRA Results and What are the available guides and Section 3 of RG 1.174 Focus is on documentation of the risk-informed evaluation of a
Documentation standards to prepare the
documentation for the PRA and
its application(s)?
Section 3.2.2 and 3.3.2 of
NASA-2010b
ASME/ANS RA-S-1.4-2013
and NRC-2009
IAEA-2002
proposed decision for regulatory approval
Section 3.2.2 covers documentation of the evaluation and 3.3.2
covers documenting the decision following deliberation
Documentation requirements are developed specifically for each
element of the PRA scope and are intended to be sufficient to
support PRA applications and peer review
Documentation for non-reactor facility PRA
B-4
DOE-STD-1628-2013
Table B-1 Identification of Industry Guides and Standards for Implementing DOE PRA Standard
Section of Standard Topics Applicable Industry Guides and
Standards
Discussion
4.5 PRA Technical Adequacy and Peer Review
4.5.1 Implementing the Technical
Adequacy Requirements
What are the available guidance
for use of qualified personnel,
documentation, procedures, PRA
model configuration control, PRA
maintenance, updates, and
upgrades?
ASME/ANS RA-S-1.4-2013
ASME/ANS-RA-Sb-2013
Section 1.4 provides guidance for use of expert judgment, when
required, to augment other data sources.
Sections 1.6 and 5 provide general requirements for
configuration control;
Appendix 1-A provides guidance for PRA maintenance, PRA
upgrades, and associated peer reviews
4.5.2 The Peer Review What are the available guides and
standards to plan and conduct and
document the independent
reviews and peer review results?
Section 2.2 of RG 1.174
ASME/ANS RA-S-1.4-2013
NEI-00-02, NEI-05-04, NEI-
07-12
Describes expectations for the peer review process, personnel
qualifications, and documentation of results.
Sections 1.7 and 6 provide general requirements for peer review,
Section 17
the each PRA technical area
Nuclear industry guides for performing PRA peer reviews
4.5.3 Peer Review Results ASME/ANS RA-S-1.4-2013 Section 6 describes expectations for peer review results
B-5
DOE-STD-1628-2013
Table B-2 Reference Documents for PRA Guides and Standards in Different Industries
Reference ID Reference Topic
Guides and Standards for PRA and Risk Informed Decision Making
DOE-1991 U.S. Department of Energy, SEN-35-91, “Nuclear Safety Policy,” September 9, 1991. Includes quantitative safety goals similar to those in NRC-
1986a for DOE facilities, as well as criteria for management,
technical competence, oversight, and safety culture;
DOE- 2011a U.S. Department of Energy, “Department of Energy Nuclear Safety Policy,” DOE P 420.1,
2011.
Draft revision to DOE-1991, includes same safety goals
DOE-IN-2010 U.S. Department of Energy, Risk Assessment in Support of Nuclear Safety, DOE
Information Notice, June 2010.
Describes DOE expectations with regard to DOE’s use of risk
assessment use to better inform Nuclear Safety decisions.
NRC-1986a U.S. NRC, “Safety Goals for the Operations of Nuclear Power Plants; Policy Statement,”
Federal Register, Vol. 51, p. 30028 (51 FR 30028), August 4, 1986.
Risk metrics and risk significance criteria (safety goals and
Quantitative Health Objectives) for NPP accidents
ASME/ANS-RA-Sb-
2013
ASME/ANS RA-Sb-2013, “Standard for Level 1/Large Early Release Frequency
Probabilistic Risk Assessment for Nuclear Power Plant Applications,” Addendum B to RA-
S-2008, ASME, New York, NY, American Nuclear Society, La Grange Park, Illinois,
September 2013.
PRA Standards for LWRs
ASME/ANS RA-S-
1.4-2013
ASME/ANS RA-S-1.4-2013, “Probabilistic Risk Assessment Standard for
Advanced Non-LWR Nuclear Power Plants”, ASME, New York, NY, American Nuclear
Society, La Grange Park, Illinois, December 2013.
PRA Standard for non-LWRs using generalized risk metrics
not specific to any reactor type
ISO-31000 International Organization for Standardization, ISO 31000:2009(E), Risk management –
Principles and guidelines, first edition 2009.
Describes process and terms for integrating risk management
into decision making through an organizations overall
operations and activities.
ISO-31010 International Organization for Standardization, IEC/ISO 31010, Risk Management – Risk
assessment techniques, Edition 1, November 2009.
Describes the general risk assessment process and specific
risk assessment techniques and tools that can be used to
support risk management and inform decisions.
NASA-2008a NPR 8000.4A, Agency Risk Management Procedural Requirements, December 2008) and
NPR 7120.5, (NASA Space Flight Program and Project Management Handbook, 2010.
NASA Risk Management Requirements
NASA-2008b NASA, NASA General Safety Program Requirements, NASA General Safety Program
Requirements (w/Change 9 dated 2/08/13), NPR 8715.3C, 2008.
NASA Safety Requirements
NUREG-2150 U.S. NRC, A Proposed Risk Management Regulatory Framework, NUREG-2150, 2012. A framework for future revisions to NRC risk-informed
decision making in both reactor and non-reactor facilities
regulated by the NRC
NRC-2009 U.S. NRC, Regulatory Guide 1.200, Revision 1, An Approach for Determining the
Technical Adequacy of Probabilistic Risk Assessment Results for Risk-Informed
Activities, March 2009.
NRC Guide on Industry Standards
NUREG-1860 U.S. NRC, Feasibility Study for a Risk-Informed and Performance-Based Regulatory
Structure for Future Plant Licensing, NUREG-1860, 2007.
Section 18
Guidance for performing PRA on advanced non-LWRs and
proposed risk significance criteria based on frequency and
dose for individual event sequences
NRC-0800 U.S. NRC, Standard Review Plan for the Review of the Safety Analysis Reports for
Nuclear Power Plants, NUREG-0800, Section 19, “Use of Probabilistic Risk Assessment in
Plant-Specific, Risk-Informed Decision Making: General Guidance.”
Review guidance
B-6
DOE-STD-1628-2013
Table B-2 Reference Documents for PRA Guides and Standards in Different Industries
Reference ID Reference Topic
ANSI/ANS-2.27 ANSI/ANS-2.27-2008: “ Criteria for Investigations of Nuclear Facility Sites for Seismic
Hazard Assessments”
Seismic Hazard Analysis
ANSI/ANS-2.29 ANSI/ANS-2.29-2008, “Probabilistic Seismic Hazard Analysis.” Seismic Hazard Analysis
Non-Reactor PRA Applications
AICE-2000 American Institute of Chemical Engineers, Guidelines for Chemical Process Quantitative
Risk Analysis, Second Edition, 2000.
Chemical Industry PRA Procedures
DOD-1997 “Assess the Safety of Planned Demilitarization Operations for Chemical Weapons at
Tooele, Anniston, and Others,” Anniston Chemical Agent Disposal Facility, Phase 1
Quantitative Risk Assessment, (May 1997).
Chemical Weapon PRA
IAEA-2002 International Atomic Energy Agency, Procedures For Conducting Probabilistic Safety
Assessment For Non-Reactor Nuclear Facilities, IAEA TECDOC-1267, January 2002.
Non-reactor facilities with radiological hazards
WTP-2009a WTP 2007 Operations Risk Assessment Report, B-ORA07, Rev 1, SARACon, Inc., May
28, 2009.
PRA of WTP
Guidance for Risk-Informed Decision Making
NRC-2008b U.S. NRC, Risk-Informed Decisionmaking for Nuclear Materials and Waste Applications,
Revision 1, 2008.
EPRI-1995a Electric Power Research Institute, PSA Applications Guide, EPRI TR-105396, 1995. Risk-informed Decision Process
NASA-2010b NASA, NASA Risk-Informed Decision Making Handbook, NASA/SP-2010-576, 2010. Risk Informed Decision Process
RG-1.174 U.S. NRC, An Approach for Using Probabilistic Risk Assessment in Risk-Informed
Decisions on Plant-Specific Changes to the Licensing Basis, Regulatory Guide 1.174, Nov
2002.
Risk-informed Decision Process
RG-1.175 U.S. NRC, “An Approach for Plant-Specific, Risk-Informed Decisionmaking: Inservice
Testing,” Regulatory Guide 1.175, August1998.
Risk-informed IST
RG-1.177 U.S. NRC, An Approach for Plant-Specific, Risk-Informed Decisionmaking: Technical
Specifications, Regulatory Guide 1.177, August 1998.
Risk-informed TS
RG-1.178 U.S. NRC, An Approach for Plant-Specific, Risk-Informed Decisionmaking: Inservice
Inspection of Piping, Regulatory Guide 1.178, September 2003.
Risk-informed ISI
Guidance for PRA Technical Adequacy and Peer Reviews
DOE-2011 U.S. Department of Energy, Quality Assurance Program Guide, DOE G 414.1-2B, 2011. Guidance for DOE QA Programs
NEI-00-02 Nuclear Energy Institute, “Probabilistic Risk Assessment Peer Review Process Guidance,”
NEI 00-02, Revision 1, May 2006.
Peer review procedures
NEI-05-04 Nuclear Energy Institute, “Process for Performing Follow-On PRA Peer Reviews Using the
ASME PRA Standard,” NEI 05-04, Revision 2, November 2008.
Peer review procedures
NEI-07-12 Nuclear Energy Institute, Washington, DC, “Fire Probabilistic Risk Assessment (FPRA)
Peer Review Process Guidelines,” NEI 07-12, Draft Version H, Revision 0, November
2008.
Peer review procedures
NRC-1993 U.S. NRC, Software Quality Assurance Program and Guidelines, (NUREG/BR-0167). Guidance for software quality assurance programs
Section 19
B-7
DOE-STD-1628-2013
Table B-2 Reference Documents for PRA Guides and Standards in Different Industries
Reference ID Reference Topic
Guidance for PRA Technical Adequacy and Peer Reviews
DOE-2011b U.S. Department of Energy, Quality Assurance Program Guide, DOE G 414.1-2B, Admin.
Chg. 2, 2011.
Guidance for DOE QA Programs
Guidance for PRA Methodology
Chem-2005 “Collar Hazards with a Bow-Tie,” J. Philley, Chemical Processing Journal, Jan. 23, 2006
(http://www.chemicalprocessing.com/articles/2005/612.html)
Hazards analysis method for chemical industry
NASA- 2011 NASA, Probabilistic Risk Assessment Procedures Guide for NASA Managers and
Practitioners, second edition, NASA/SP‐2011‐3421, 2011.
NASA PRA Procedures
NASA-2010a NASA, Technical Probabilistic Risk Assessment (PRA) Procedures for Safety and Mission
Success for NASA Programs and Projects, NPR 8705.5A, 2010.
NASA PRA Procedures
NRC-1975 U.S. NRC, WASH-1400, The Reactor Safety Study: An Assessment of Accident Risks in
U.S. Commercial Nuclear Power Plants, NUREG-75/014, 1975.
LWR PRA Case Study; first PRA on LWR power plants
NRC-1983a U.S. NRC, PRA Procedures Guide: A Guide to the Performance of Probabilistic Risk
Assessments for Nuclear Power Plants, NUREG/CR-2300, 1983
PRA Procedures Guide extensively used in commercial
nuclear plants
NRC-1983b U.S. NRC, Interim Reliability Evaluation Program Procedures Guide, NUREG/CR-2728,
1983.
PRA Procedures
NRC-1985b U.S. NRC, Probabilistic Safety Analysis Procedures Guide, NUREG/CR-2815, 1984. PRA Procedures
NRC-1990a U.S. NRC, Severe Accident Risks: An Assessment for Five U.S. Nuclear Power Plants,
NUREG 1150, 1990.
PRA Procedures
NRC-2003a U.S. NRC, Issues and Recommendations for Advancement of PRA Technology for Risk-
Informed Decision Making, NUREG/CR-6813, 2003
Technical Issues in PRA for commercial nuclear plants for
US. NRC ACRS
PRA Methods for Special Topics – Fault Tree Analysis
NASA-2002a NASA, Fault Tree Handbook with Aerospace Applications, Version 1.1, 2002 Fault tree Procedures for Aerospace
NRC-1981b U.S. NRC, Fault Tree Handbook, NUREG-0492, 1981. Fault tree Procedures
NRC-1998f U.S. NRC, Guidelines on Modeling Common-Cause Failures in Probabilistic Risk
Assessment, NUREG/CR-5485, 1998.
CCF Modeling in Fault trees
PRA Method for Special Topics – Database Development and Analysis
WTP-2009b WTP RAMI Database, 24590-WTP-DBRA-IT-05-0007, and 24590-WTP-DBMP-IT-07-
0015.
PRA Data for WTP PRA
WSRC-1998 Westinghouse Savannah River Company, “Savannah River Site Generic Database
Development”, WSRC-TR-93-262, Rev. 1, 1998.
Failure rate estimates for Savannah River
NASA-2009 NASA, Bayesian Inference for NASA Probabilistic Risk and Reliability Analysis,
NASA/SP-2009-569, 2009.
Bayes methods for analyzing data and treatment of
uncertainties in NASA PRAs
EGG-1990 Idaho National Engineering Laboratory, “Generic Component Failure Databases for Light
Water and Liquid Sodium Reactor PRAs,” EGG-SSRE-8875, 1990.
Generic failure rate data for LWRs and liquid metal reactors
NRC-1994 U.S. NRC, Nuclear Computerized Library for Assessing Reactor Reliability (NUCLARR),
Vols. 1–5, NUREG/CR-4639, Revision 4, 1994.
Generic data for PRA
NRC-1997b U.S. NRC, Evaluation of Loss of Offsite Power Events at Nuclear Power Plants: 1980–
1986, NUREG/CR-5496, 1997.
Loss of offsite power data for LWRs
NRC-1998b U.S. NRC, Modeling Time to Recover and Initiate Even Frequency for Loss-of-Offsite Power recovery data for LWRs
B-8
Section 20
DOE-STD-1628-2013
Table B-2 Reference Documents for PRA Guides and Standards in Different Industries
Reference ID Reference Topic
Power Incidents at Nuclear Power Plants, NUREG/CR-5032, 1988.
NRC-1999a U.S. NRC, Rates of Initiating Events at U.S. Nuclear Power Plants, NUREG/CR-5750,
1999.
Initiating event data for LWRs
NRC-2003b U.S. NRC, Handbook of Parameter Estimation for Probabilistic Risk Assessment,
NUREG/CR-6823, 2003.
Data analysis methodology
NRC-2007 U.S. NRC, Industry-Average Performance for Components and Initiating Events at U.S.
Commercial Nuclear Power Plants, NUREG/CR-6928, 2007.
Generic failure rate data for LWRs
NRC-2008 U.S. NRC, Estimating Loss-of-Coolant Accident (LOCA) Frequencies Through the
Elicitation Process, NUREG-1829, 2008.
Initiating event data for LWR LOCAs
Fleming-2004b Fleming, K. N., “Markov Models for Evaluating Risk Informed In-Service Inspection
Strategies for Nuclear Power Plant Piping Systems”, comma outside quotes Reliability
Engineering and System Safety, Vol. 83, No. 1 pp.:27-45, 2004.
Passive Component Reliability
PRA Methods for Special Topics – Common Cause Failure Analysis
NRC-1987b U.S. NRC, “Procedures for Treating Common Cause Failures in Safety and Reliability
Studies,” NUREG/CR-4780, 1987.
PRA methods for CCF
NRC-1998d U.S. NRC, Common-Cause Failure Parameter Estimations, NUREG/CR-5497, 1998. CCF Parameter Estimates
NRC-1998e U.S. NRC, Common Cause Failure Database and Analysis System, Vols. 1–4,
NUREG/CR-6268, 1998.
CCF Data Analysis Method
DOE-1996b U.S. Department of Energy, Office of Field Management and Office of Project and Fixed
Asset Management, “Project Reviews.” Good Practice Guide, GPG-FM-015, 1996.
Project Reviews
PRA Methods for Special Topics – Human Reliability Analysis
WSRC-1994 Westinghouse Savannah River Company, Savannah River Site Human Error Data Base
Development for Nonreactor Nuclear Facilities, WSRC-TR-93-581, 1994.
Human error rates from Savannah River Service Data
EPRI-2009 Electric Power Research Institute, HRA Calculator 4.1.1, Human Reliability Analysis,
EPRI Product # 1020436, 2009.
HRA PRA Methodology
NRC-1983c U.S. NRC, Handbook of Human Reliability Analysis With Emphasis on Nuclear Power
Plant Applications, NUREG/CR-1278, 1983.
HRA PRA Methodology
NRC-1987c U.S. NRC, Accident Sequence Evaluation Program Human Reliability Analysis Procedure,
NUREG/CR-4772, 1987.
HRA PRA Methodology
NRC-2000 U.S. NRC, Technical basis and Implementation Guidelines for A Technique for Human
Event Analysis (ATHEANA), NUREG-1624, Revision 1, 2000.
HRA PRA Methodology
NRC-2005a U.S. NRC, Good Practices for Implementing Human Reliability Analysis (HRA), NUREG-
1792, 2005.
HRA PRA Methodology
NRC-2006 U.S. NRC, “Evaluation of Human Reliability Analysis Methods Against Good Practices,”
NUREG-1842, 2006.
HRA PRA Methodology
WSMS-2009 Westinghouse Safety Management Solutions, Human Reliability Analysis, WSMS-SAE-
M-09-0014, 2009.
HRA PRA Methodology
PRA Methods for Special Topics – Internal Flooding PRA
EGG-1991 Idaho National Engineering Laboratory, Component External Leakage and Rupture
Frequency Estimates, EGG-SSRE--9639, 1991.
Pipe Failure Data for flood PRA
B-9
DOE-STD-1628-2013
Table B-2 Reference Documents for PRA Guides and Standards in Different Industries
Reference ID Reference Topic
EPRI-2009 Electric Power Research Institute, "Guidelines for Performance of Internal Flooding
Probabilistic Risk Assessment, EPRI Product # 1019194, 2009.
PRA Procedures for internal flood PRA
Section 21
EPRI-2010 Electric Power Research Institute, Fleming, K. N. and B. O. Y. Lydell, "Pipe Rupture
Frequencies for Internal Flooding PRAs", Revision 2, EPRI Product # 1021086, 2010.
Pipe Failure Data for flood PRA
Fleming-2004a Fleming, K. N. and B. O. Y. Lydell, “Database Development and Uncertainty Treatment
for Estimating Pipe Failure Rates and Rupture Frequencies,” Reliability Engineering and
System Safety, 86: 227–246, 2004.
Pipe Failure Data for flood PRA
PRA Methods for Special Topics – Internal Fire PRA
EPRI-1992 Electric Power Research Institute, Fire-Induced Vulnerability Evaluation (FIVE), EPRI
TR-100370, 1992.
Fire PRA for LWRs
EPRI-1995b Electric Power Research Institute, Fire PRA Implementation Guide, EPRI TR-105928,
1995.
Fire PRA for LWRs
ERI-1997 Energy Research, Inc., “Review of the EPRI Fire PRA Implementation Guide,” ERI/NRC
97-501, 1997.
Fire PRA for LWRs
EPRI-2005 Electric Power Research Institute and U.S. NRC, EPRI/NRC-RES Fire PRA Methodology
for Nuclear Power Facilities, EPRI TR-1011989 and NUREG/CR-6850, 2005.
Fire PRA for LWRs
NFPA-805 National Fire Protection Association, NFPA 805: “Performance-Based Standard for Fire
Protection for Light Water Reactor Electric Generating Plants”.
NRC-2004a U.S. NRC, Fire Dynamics Tools (FDTs): Quantitative Fire Hazard Analysis Methods for
the U.S. Nuclear Regulatory Commission Fire Protection Inspection Program, NUREG-
1805, 2004.
Fire PRA for LWRs
PRA Methods for Special Topics – External Events Screening
NRC-1989b U.S. NRC, Recommended Procedures for the Simplified External Event Risk Analyses for
NUREG-1150, NUREG/CR-4840, 1989.
PRA Procedures For Screening of external events
NRC-1992 U.S. NRC, Methods for External Event Screening Quantification: Risk Methods Integration
and Evaluation Program (RMIEP) Methods Development,” NUREG/CR-4839, 1992.
PRA Procedures For Screening of external events
NRC-1998a U.S. NRC, Procedures for the External Event Core Damage Frequency Analyses for
NUREG-1150, NUREG/CR-4840, 1988.
PRA Procedures For Screening of external events
PRA Methods for Special Topics – Aircraft Crash
DOE-1996b U.S. Department of Energy, Accident Analysis for Aircraft Crash Into Hazardous Facilities,
DOE-STD-3014-96, 1996.
DOE Standard for aircraft crashes
PRA Methods for Special Topics – Seismic PRA
USGS-2009 U.S. Geological Survey, Implementation of the SSHAC Guidelines for Level 3 and 4
PSHAs--experience gained from actual applications, File Report 2009-1093.
[http://pubs.usgs.gov/of/2009/1093/]
NRC-1985a U.S. NRC, Simplified Seismic Probabilistic Risk Assessment: Procedures and Limitations,
NUREG/CR-43311985.
Simplified Seismic PRA method
Budnitz-1998 R. J. Budnitz, “Current Status of Methodologies for Seismic Probabilistic Safety Analysis,”
Reliability Engineering and Systems Safety, Vol. 62, pp. 71–88 (1998).
Seismic PRA method
EPRI-1991 Electric Power Research Institute, A Methodology for Assessment of Nuclear Power Plant
Seismic Margin, EPRI NP-6041-SL, Rev. 1, 1991.
Seismic PRA method
B-10
DOE-STD-1628-2013
Table B-2 Reference Documents for PRA Guides and Standards in Different Industries
Reference ID Reference Topic
NRC-2012 U.S. NRC, Practical Implementation Guidelines for SSHAC Level 3 and 4 Hazard Studies.
NUREG-2117, Revision 1, 2012.
NRC-1985c U.S. NRC, An Approach to the Quantification of Seismic Margins in Nuclear Power Plants,
NUREG/CR-4334, 1985.
Seismic PRA method
Section 22
NRC-1997d U.S. NRC, Recommendations for Probabilistic Seismic Hazard Analysis: Guidance on
Uncertainty and Use of Experts, NUREG/CR-6372, 1997.
Seismic Hazard Analysis, Expert Elicitation
DOE-1998 U.S. Department of Energy, Probabilistic Seismic Hazard Analyses for Fault Displacement
and Vibratory Ground Motion at Yucca Mountain, Nevada, Contract DE-AC04-
94AL85000, in three volumes, prepared for the U.S. Geological Survey, 1998.
Seismic hazard Analysis for Yucca Mountain
EPRI-2004 Electric Power Research Institute, CEUS Ground Motion Project Final Report, TR-100984,
2004.
Seismic Hazard Analysis
NRC-1997c U.S. NRC, Recommendations for Probabilistic Seismic Hazard Analysis: Guidance on the
Use of Experts, NUREG/CR-6372, 1997.
Seismic Hazard Analysis
Expert Elicitation
Young-2003 R. Youngs et al., “A Methodology for Probabilistic Fault Displacement Hazard Analysis
(PFDHA),” Earthquake Spectra, Volume 19, No. 1, pages 191-219, (2003).
Seismic Hazard Analysis
EPRI-1994a Electric Power Research Institute, Methodology for Developing Seismic Fragilities, TR-
103959, 1994.
Seismic Fragility method
EPRI-1994b Electric Power Research Institute, Methodology for Developing Seismic Fragilities, TR-
103959, 1994.
Seismic Fragility method
Kennedy-1984a Kennedy, R. P. and M. K. Ravindra, “Seismic Fragilities for Nuclear Power Plant Risk
Studies,” 31 Nuclear Engineering and Design, Vol. 79, No. 1, pp. 47-68, 1984.
Seismic Fragility method
PRA Methods for Special Topics – External Flooding PRA
LLNL-1998 Lawrence Livermore National Laboratory, Probabilistic Flood Hazard Assessment for the
N Reactor, Hanford, Washington, Report UCRL-2106, 1988.
External flood PRA
MIT-1982 E. H. Vanmarke and H. Bohnenblust, “Risk-Based Decision Analysis for Dam Safety,”
Research Report R82-11, Massachusetts Institute of Technology, Department of Civil
Engineering (1982).
External flood PRA
NAS-1998 National Academy of Sciences, “Estimating Probabilities of Extreme Floods, Methods and
Recommended Research,” Committee on Techniques for Estimating Probabilities of
Extreme Floods, Water Science and Technology Board, National Research Council, 1988.
External flood PRA
STA-1985 Stanford University Department of Civil Engineering, M.W. McCann, Jr., and G. A.
Hatem, “Progress on the Development of a Library and Data Base on Dam Incidents in the
U.S.,” Progress Report No. 2 to Federal Emergency Management Agency; available in an
alternative form as G. A. Hatem, “Development of a Database on Dam Failures in the
United States: Preliminary Results,” Engineering Thesis, 1985.
External flood PRA
WDC-1986 U.S. Geological Survey, Water Resources Division, “Feasibility of Assigning a Probability
to the Probable Maximum Flood,” Work Group on Probable Maximum Flood Risk
Assessment, Under the Direction of the Hydrology Subcommittee of the Interagency
Advisory Committee on Water Data, U.S. Office of Water Data Coordination, 1986.
External flood PRA
B-11
DOE-STD-1628-2013
Table B-2 Reference Documents for PRA Guides and Standards in Different Industries
Reference ID Reference Topic
PRA Methods for Special Topics – High Winds PRA
DOE-1985 L. A. Twisdale and M. B. Hardy, “Tornado Windspeed Frequency Analysis of the
Savannah River Plant,” Savannah River Plant Report, prepared for E. I. DuPont de
Nemours and Company, Aiken, South Carolina (1985).
PRA of High Winds
Section 23
NRC-1981a L. A. Twisdale,W. L. Dunn, and B. V. Alexander, “Extreme Wind Risk Analysis of the
Indian Point Nuclear Generating Station,” Report No. 44T-2171, Prepared for Pickard,
Lowe and Garrick, Inc., available from the U.S. Nuclear Regulatory Commission, Docket
Nos. 50-247 and 50-286 (1981).
PRA of High Winds
NRC-1982 same as
Reinhold-1982 below
U.S. NRC, Tornado Damage Risk Assessment, NUREG/CR-2944, 1982. PRA of High Winds
NRC-1986b U.S. NRC, Tornado Climatology of the Contiguous United States, NUREG/CR-44611986. PRA of High Winds
NRC-1987a U.S. NRC, Shutdown Decay Heat Removal Analysis of a Westinghouse 2-loop Pressurized
Water Reactor, Appendix G, “Extreme Wind Analysis for the Point Beach Nuclear Power
Plant,” NUREG/CR-4458, 1987.
PRA of High Winds
NRC-1990b U.S. NRC, State-of-the-Art and Current Research Activities in Extreme Winds Relating to
Design and Evaluation of Nuclear Power Plants, NUREG/CR-5497, 1990.
PRA of High Winds
Ravindra-1997 M. K. Ravindra, Z. M. Li, P. Guymer, D. Gaynor, and A. DiUglio, “High Wind IPEEE of
Indian Point Unit 2,” Transactions of 14th International Structural Mechanics in Reactor
Technology (SMiRT) Conference, August 1997, Lyon, France.
PRA of High Winds
Reinhold-1982 see
NRC-1982 above
Reinhold, T.A. and Ellingwood, B., “Tornado Damage Risk Assessment,” Brookhaven
National Laboratory, NUREG/CR-2944, 1982.
PRA of High Winds
Twinsdale-1995 L. A. Twisdale and P. J. Vickery, “Extreme Wind Risk Assessment,” Probabilistic
Structural Mechanics Handbook — Theory and Industrial Applications, Chapter 20, C.
Sundararajan, Editor, Chapman and Hall, New York (1995)
PRA of High Winds
PRA Methods for Special Topics – Expert Elicitation
DOE-1996a Probabilistic Volcanic Hazards Analysis for Yucca Mountain, Nevada, BA000-1717-2200-
00082, U.S. Department of Energy Yucca Mountain Site Characterization Project, 1996.
PRA for Volcano Hazard at Yucca mountain
NRC-1996 U.S. NRC, Branch Technical Position on the Use of Expert Elicitation in the High-Level
Radioactive Waste Program, NUREG/CR-1563, 1996.
PRA for High level waste application
NRC-1997d U.S. NRC, Recommendations for Probabilistic Seismic Hazard Analysis: Guidance on
Uncertainty and Use of Experts, NUREG/CR-6372, 1997.
Seismic Hazard Analysis, Expert Elicitation
see above Case Study on Use of Expert Elicitation in Seismic Hazard
Analysis
PRA Methods for Special Topics – Probabilistic Treatment of Phenomena
BNL-2006 Brookhaven National Laboratory , “Experience Using Phenomena Identification and
Ranking Technique (PIRT) for Nuclear Analysis,” by David J. Diamond, BNL-76750-
2006-CP, , PHYSOR-2006 Topical Meeting, Vancouver, British Columbia, Canada,
September 10-14, 2006.
Method for evaluating phenomena
NRC-1998c U.S. NRC, Risk Assessment of Severe Accident-Induced Steam Generator Tube Rupture,
NUREG-1570, 1998.
Phenomenological probabilities for LWR Severe Accidents
B-12
DOE-STD-1628-2013
Table B-2 Reference Documents for PRA Guides and Standards in Different Industries
Reference ID Reference Topic
NRC-2004b U.S. NRC, Approach for Estimating the Frequencies of Various Containment Failure
Modes and Bypass Events, NUREG/CR-6595, Revision 1, 2004.
Phenomenological probabilities for LWR Severe Accidents
WTP-2009c Quantitative Risk Analysis of Hydrogen Events at WTP: Development of Event Frequency-
Severity Analysis Model Document number: 24590-WTP-RPT-ENG-10-008, Rev 1
WTP PRA of Hydrogen Events
Section 24
PRA Methods for Special Topics – Quantification and Treatment of Uncertainties
Apostolakis-1981 G. Apostolakis and S. Kaplan, “Pitfalls in Risk Calculations,” Reliability Engineering, Vol.
2, pp. 135–145, 1981.
Methods for treatment of uncertainty
Morgan-1990 Morgan, M. G. and M. Henrion, Uncertainty; A Guide to Dealing with Uncertainty in
Quantitative Risk And Policy Analysis, Cambridge University Press, 1990.
Methods for treatment of uncertainty
NRC-1989a U.S. NRC, “Quantifying Reactor Safety Margins: Application of Code Scaling,
Applicability, and Uncertainty Evaluation Methodology to a Large-Break Loss-of-Coolant
Accident,” NUREG/CR-5249, Revision 4, 1989.
Phenomenological probabilities for LWR Severe Accidents
Rao-2007 Rao, K.D., Kushwaha, H.S., Verma, A. K., and Srividya, A., “Quantification of epistemic
and aleatory uncertainties in level-1 probabilistic safety assessment studies,” Reliability
Engineering & System Safety (2007) 92, 947-956.
Methods for treatment of uncertainty
WSRC-2002 Westinghouse Savannah River Company, “Development of Probabilistic Uncertainty
Analysis for SRS Performance Assessments Maintenance Plan Activities,” WSRC-TR-
2002-00121, 2002.
Uncertainty analysis at Savannah River Plant
Wu-2004 Wu, F-C and Tsang, Y-P, “Second-order Monte Carlo uncertainty/variability analysis using
correlated model parameters; application to salmonid embryo survival risk assessment,”
Ecological Modeling (2004) 177, 393-414.
Methods for treatment of uncertainty
B-13
DOE-STD-1628-2013
Table B-3 ASME/ANS RA S-1.4-2013 PRA Standard Table of Contents
SECTION 1 INTRODUCTION
1.1 Objective
1.2 Scope
1.2.1 Treatment of Hazard Groups
1.2.2 Hazards and Initiating Events
1.3 Graded Requirements for Different Design Life-Cycle Stages
1.4 Structure for PRA Requirements
1.4.1 PRA Elements
1.4.2 High Level Requirements
1.4.3 Supporting Requirements
1.5 Risk Assessment Application Process
1.6 PRA Configuration Control
1.7 Peer Review Requirements
1.8 Addressing Different PRA Scopes
1.9 Interface with Other PRA Standards
1.10 References
SECTION 2 ACRONYMNS AND DEFINITIONS
2.1 Acronyms
2.2 Definitions
2.3 References
SECTION 3 RISK ASSESSMENT APPLICATION PROCESS
3.1 Overview of Application Process
3.2 Range of PRA Applications Considered for This Standard
3.3 Step-by-Step Approach to PRA Applications
3.3.1 Stage A, Step 1, Characterize facility design life-cycle stage and PRA applications
3.3.2 Stage A, Step 2, Define Site Characteristics
3.3.3 Stage A, Step 3, Select PRA scope and level of detail consistent with the design life-cycle stage and
application
3.3.4 Stage A, Step 4, Determine capability needed by each portion of the PRA to support application
3.3.5 Stage B, PRA Scope and risk metrics sufficient to support application
3.3.6 Stage C, Requirements in PRA Standard sufficient for application
3.3.7 Stage D, PRA Satisfies Requirements for Application
3.3.8 Stage E, Use of PRA in Decision Making
SECTION 4 RISK ASSESSMENT TECHNICAL REQUIREMENTS
4.1 Purpose
4.2 Process Check
4.3 Use of Expert Judgment
4.4 Derivation of Technical Requirements
4.5 PRA Technical Requirements
4.5.1 Facility operating States Analysis (FOS)
4.5.2 Initiating Events Analysis (IE)
4.5.3 Event Sequence Analysis (ES)
4.5.4 Success Criteria Development (SC)
4.5.5 Systems Analysis (SY)
4.5.6 Human Reliability Analysis (HR)
B-15
DOE-STD-1628-2013
4.5.7 Data Analysis (DA)
4.5.8 Internal Flooding PRA (FL)
4.5.9 Internal Fires PRA (FI)
Section 25
4.5.10 Seismic PRA (S)
4.5.11 Other Hazards Screening Analysis (EXT)
4.5.12 High Winds PRA (W)
4.5.13 External Flooding PRA (XF)
4.5.14 Other Hazards PRA (X)
4.5.15 Event Sequence Quantification (ESQ)
4.5.16 Mechanistic Source Term Analysis (MS)
4.5.17 Radiological Consequence Analysis (RC)
4.5.18 Risk Integration (RI)
SECTION 5 PRA CONFIGURATION CONTROL
5.1 Purpose
5.2 PRA Configuration Control Program
5.3 Monitoring PRA Inputs And Collecting New Information
5.4 PRA Maintenance And Upgrades
5.5 Pending Changes
5.6 Use of Computer Codes
5.7 Documentation
SECTION 6 PEER REVIEW
6.1 Purpose
6.1.1 Scope
6.1.2 Frequency
6.1.3 Methodology
6.2 Peer Review Team Composition and Personnel Qualifications
6.2.1 Collective Team
6.2.2 Individual Team Members
6.2.3 Review Team Members for PRA Upgrades
6.2.4 Specific Review Team Qualifications
6.3 Review of PRA Elements to Confirm the Methodology and Implementation
6.3.1 Facility Operating States Analysis (FOS)
6.3.2 Initiating Event Analysis (IE)
6.3.3 Event Sequence Analysis (ES)
6.3.4 Success Criteria Development (SC)
6.3.5 Systems Analysis (SY)
6.3.6 Human Reliability Analysis (HR)
6.3.7 Data Analysis (DA)
B-16