Technical Elements Documentation
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    Variable examplesConst

    examples: {
        EBRII_PumpDocumentationExample: {
            modelUncertainty: {
                name: "EBR-II Primary Sodium Pump Model Uncertainty Documentation";
                reasonableAlternatives: readonly [
                    {
                        alternative: "Use of Exponential distribution instead of Lognormal for failure rate modeling";
                        applicableParameters: readonly ["PARAM-EBRII-PSP-FR-001"];
                        reasonNotSelected: "Lognormal better characterizes the uncertainty in the estimated parameters given the limited data";
                    },
                    {
                        alternative: "Separate parameter estimates for different operational phases";
                        applicableParameters: readonly ["PARAM-EBRII-PSP-FR-001"];
                        reasonNotSelected: "Insufficient data to support statistically significant separate estimates";
                    },
                ];
                relatedAssumptions: readonly [
                    {
                        applicableParameters: readonly ["PARAM-EBRII-PSP-FR-001"];
                        assumption: "EBR-II primary pump reliability characteristics are representative of modern sodium pump designs";
                        basis: "Design principles for electromagnetic sodium pumps have not fundamentally changed, though materials and manufacturing have improved";
                    },
                    {
                        applicableParameters: readonly ["PARAM-EBRII-PSP-CCF-001"];
                        assumption: "Common cause failure mechanisms for sodium pumps are similar to those of light water reactor pumps";
                        basis: "While fluid properties differ, fundamental CCF mechanisms like design errors, manufacturing defects, and maintenance errors remain similar";
                    },
                ];
                requirementReference: "DA-E2";
                uncertaintySources: readonly [
                    {
                        applicableParameters: readonly [
                            "PARAM-EBRII-PSP-FR-001",
                            "PARAM-EBRII-PSP-FS-001",
                        ];
                        impact: "Introduces uncertainty in applicability of parameter estimates to current sodium-cooled fast reactor designs";
                        source: "Operating environment differences between EBR-II and modern liquid metal reactors";
                    },
                    {
                        applicableParameters: readonly [
                            "PARAM-EBRII-PSP-FR-001",
                            "PARAM-EBRII-PSP-FS-001",
                            "PARAM-EBRII-PSP-CCF-001",
                        ];
                        impact: "Increases uncertainty in generic data applicability and requires greater reliance on expert judgment";
                        source: "Limited operational history of sodium pumps in commercial power applications";
                    },
                ];
                uuid: "e87b2c3d-1234-5678-90ab-cdef01234567";
            };
            preOperationalAssumptions: {
                assumptions: readonly [
                    {
                        assumptionId: "ASSUME-EBRII-PSP-001";
                        basis: "Advancements in materials, manufacturing, and control systems are expected to improve reliability";
                        description: "Modern electromagnetic pump designs will have equal or better reliability than EBR-II pumps";
                        impact: "May overestimate failure rates if modern designs prove more reliable";
                        limitations: readonly [
                            "May not account for new failure modes introduced by design innovations",
                            "Limited operational experience with newer pump designs",
                        ];
                        status: "OPEN";
                    },
                    {
                        assumptionId: "ASSUME-EBRII-PSP-002";
                        basis: "Modern maintenance technologies and practices have generally improved over time";
                        description: "Maintenance practices for modern sodium pumps will be at least as effective as those for EBR-II";
                        impact: "May underestimate maintenance-related failures if modern practices prove less effective";
                        limitations: readonly [
                            "Loss of institutional knowledge about sodium pump maintenance",
                            "Reduced availability of specialized maintenance personnel",
                        ];
                        status: "IN_PROGRESS";
                    },
                ];
                name: "EBR-II Primary Sodium Pump Pre-Operational Assumptions";
                relatedNote: "DA-N-5";
                relatedRequirement: "DA-A6";
                supportingDocumentationReferences: readonly [
                    "EBR-II Operational History Report OHR-1994-001",
                    "Modern Sodium Pump Design Comparison Study MSPD-2023-001",
                ];
                uuid: "f9876543-21ab-cdef-4321-fedcba098765";
                validationPhase: "Early operational testing";
            };
            processDocumentation: {
                basicEventProbabilityModels: readonly [
                    {
                        basicEventId: "BE-EBRII-PSP-FR-001";
                        justification: "Lognormal distribution selected based on industry standard practices for continuous operation components with multiplicative failure mechanisms";
                        model: "LOGNORMAL";
                    },
                    {
                        basicEventId: "BE-EBRII-PSP-FS-001";
                        justification: "Beta distribution selected for demand-based failure mode to properly model uncertainty with limited data";
                        model: "BETA";
                    },
                ];
                bayesianPriorRationales: readonly [
                    {
                        parameterId: "PARAM-EBRII-PSP-FR-001";
                        priorDistribution: "Lognormal(μ=-11.51, σ=1.5)";
                        rationale: "Prior based on generic liquid metal pump failure rates with wide uncertainty to accommodate limited industry experience";
                    },
                ];
                ccfProbabilityBasis: readonly [
                    {
                        ccfParameterId: "PARAM-EBRII-PSP-CCF-001";
                        estimationMethod: "Alpha Factor Model with specialized adjustment for liquid metal environment";
                        mappingJustification: "Alpha factors derived from light water reactor experience adjusted for liquid metal environment based on expert judgment";
                    },
                ];
                componentGroupingDocumentation: readonly [
                    {
                        groupId: "GROUP-EBRII-PUMPS-001";
                        groupingCriteria: "Primary sodium pumps grouped based on similar design, operational characteristics, and environment";
                        outlierExclusionJustifications: readonly [
                            {
                                alternativeTreatment: "Analyzed as separate component with its own failure parameters";
                                componentId: "COMP-EBRII-PSP-003";
                                detailedJustification: "Secondary loop pump operates at lower temperature and has different seal design, resulting in significantly different failure characteristics";
                                exclusionReason: "Significant design differences and operating conditions";
                            },
                        ];
                        outlierIdentificationMethodology: "Statistical hypothesis testing comparing failure rates across similar components with 95% confidence threshold";
                        supportingAnalyses: readonly [
                            "EBR-II Pump Similarity Analysis Report PSAR-2022-001",
                        ];
                    },
                ];
                dataCollectionPeriods: readonly [
                    {
                        censoringJustification: "Pre-1980 data excluded due to major design modifications to pump control systems";
                        endDate: "1994-12-31";
                        parameterId: "PARAM-EBRII-PSP-FR-001";
                        startDate: "1980-01-01";
                    },
                ];
                dataExclusionJustifications: readonly [
                    {
                        excludedData: "Three failure events during special testing operations in 1983";
                        justification: "Events occurred during non-standard operating conditions not representative of normal operation";
                        parameterId: "PARAM-EBRII-PSP-FR-001";
                    },
                ];
                genericParameterRationales: readonly [
                    {
                        operatingStates: readonly ["POS-STARTUP-200", "POS-SHUTDOWN-300"];
                        parameterId: "PARAM-EBRII-PSP-FS-001";
                        rationale: "Generic parameters used for startup and shutdown states due to insufficient plant-specific data for these infrequent operating states";
                    },
                ];
                genericParameterSources: readonly [
                    {
                        parameterId: "PARAM-EBRII-PSP-FR-001";
                        reference: "Section 5.4, with adjustments for liquid metal reactor applications";
                        source: "NUREG/CR-6928, Industry-Average Performance for Components and Initiating Events at U.S. Commercial Nuclear Power Plants";
                    },
                    {
                        parameterId: "PARAM-EBRII-PSP-FS-001";
                        reference: "LMFR-RDB-2023, Section 4.2.1";
                        source: "Liquid Metal Fast Breeder Reactor Reliability Database (LMFR-RDB)";
                    },
                ];
                name: "EBR-II Primary Sodium Pump Data Analysis Documentation";
                operatingStateDataJustifications: readonly [
                    {
                        justification: "Full power operation provides most representative conditions for primary pump failure rates as pumps operate at design flow rates and temperatures";
                        operatingState: "POS-FULL-POWER-100";
                        parameterId: "PARAM-EBRII-PSP-FR-001";
                    },
                ];
                parameterEstimates: readonly [
                    {
                        estimate: 0.000012;
                        parameterId: "PARAM-EBRII-PSP-FR-001";
                        uncertaintyCharacterization: "Lognormal distribution with 5th percentile 2.5e-6, 95th percentile 5.8e-5, error factor 4.8";
                    },
                    {
                        estimate: 0.0034;
                        parameterId: "PARAM-EBRII-PSP-FS-001";
                        uncertaintyCharacterization: "Beta distribution with α=2.5, β=732, 5th percentile 6.7e-4, 95th percentile 8.2e-3";
                    },
                ];
                plantSpecificDataSources: readonly [
                    {
                        operatingState: "POS-FULL-POWER-100";
                        parameterId: "PARAM-EBRII-PSP-FR-001";
                        source: "EBR-II Operational Records 1964-1994";
                        timePeriod: "1980-1994";
                    },
                ];
                systemComponentBoundaries: readonly [
                    {
                        boundaries: readonly [
                            "Electromagnetic pump assembly",
                            "Control circuitry",
                            "Power supply components",
                            "Primary flow path components",
                        ];
                        boundaryDescription: "EBR-II primary sodium pump including motor, pump, shaft, bearings, and seals";
                        componentId: "COMP-EBRII-PSP-001";
                        references: readonly [
                            "EBR-II System Design Description SDD-PCS-001",
                            "EBR-II Primary Pump Drawing E-12345-001",
                        ];
                        systemId: "SYS-EBRII-PCS-001";
                    },
                ];
                uuid: "dd72a844-ff75-4517-86a4-5e4bfc7c0384";
            };
        };
        EBRII_PumpFailureEstimationExample: {
            componentTypeReference: "TYPE-SODIUM-PUMP";
            confidenceIntervals: {
                lower: { mean: 0.0000025 };
                upper: { mean: 0.000058 };
            };
            estimatedDistribution: LOGNORMAL;
            failureModeReference: "FM-PUMP-BEARINGS";
            goodnessOfFit: { method: "Anderson-Darling"; value: 0.89 };
            parameters: { errorFactor: 4.8; mean: 0.000012 };
            sampleSize: 5;
        };
        EBRII_PumpOperationalDataExample: {
            dataByComponentType: {
                "TYPE-SODIUM-PUMP": readonly [
                    "EBRII-PSP-EVENT-001",
                    "EBRII-PSP-EVENT-002",
                    "EBRII-PSP-EVENT-003",
                    "EBRII-PSP-EVENT-004",
                ];
            };
            dataByFailureMode: {
                "FM-PUMP-BEARINGS": readonly ["EBRII-PSP-EVENT-001"];
                "FM-PUMP-CONTROL": readonly ["EBRII-PSP-EVENT-002"];
            };
            dataPoints: readonly [
                {
                    componentReference: "COMP-EBRII-PSP-001";
                    componentTypeReference: "TYPE-SODIUM-PUMP";
                    description: "Primary pump bearing degradation detected during routine vibration monitoring";
                    eventType: "failure";
                    failureModeReference: "FM-PUMP-BEARINGS";
                    id: "EBRII-PSP-EVENT-001";
                    measurements: { temperature: 427.8; vibration: 12.5 };
                    operatingCycles: 56;
                    operatingHours: 12458.5;
                    timestamp: "1984-03-15T08:42:00Z";
                },
                {
                    componentReference: "COMP-EBRII-PSP-001";
                    componentTypeReference: "TYPE-SODIUM-PUMP";
                    description: "Flow control system failure resulting in pump shutdown";
                    eventType: "failure";
                    failureModeReference: "FM-PUMP-CONTROL";
                    id: "EBRII-PSP-EVENT-002";
                    measurements: { current: 96.2; flow: 75.3 };
                    operatingCycles: 124;
                    operatingHours: 28741.2;
                    timestamp: "1987-11-20T14:18:00Z";
                },
                {
                    componentReference: "COMP-EBRII-PSP-001";
                    componentTypeReference: "TYPE-SODIUM-PUMP";
                    description: "Routine inspection during plant outage, no abnormalities detected";
                    eventType: "inspection";
                    id: "EBRII-PSP-EVENT-003";
                    measurements: { temperature: 25; vibration: 4.2 };
                    operatingCycles: 97;
                    operatingHours: 22561.7;
                    timestamp: "1986-05-10T09:30:00Z";
                },
                {
                    componentReference: "COMP-EBRII-PSP-001";
                    componentTypeReference: "TYPE-SODIUM-PUMP";
                    description: "Preventive maintenance on pump control circuits";
                    eventType: "maintenance";
                    id: "EBRII-PSP-EVENT-004";
                    measurements: { downtime: 12.5 };
                    operatingCycles: 82;
                    operatingHours: 18752.3;
                    timestamp: "1985-09-05T10:15:00Z";
                },
            ];
            id: "ODP-EBRII-PCS-001";
            name: "EBR-II Primary Sodium Pump Operational Data Registry";
        };
        EBRII_PumpParameterExample: {
            assumptions: readonly [
                {
                    basis: "Advancements in materials, manufacturing, and control systems";
                    context: "Design";
                    description: "Modern electromagnetic pump designs will have equal or better reliability than EBR-II pumps";
                    impactedParameters: readonly [
                        "PARAM-EBRII-PSP-FR-001",
                        "PARAM-EBRII-PSP-FS-001",
                    ];
                    type: "TECHNICAL";
                    uuid: "d4e5f6a7-b890-1234-c567-8901abcdef2";
                },
            ];
            basicEventId: "BE-EBRII-PSP-FR-001";
            componentBoundaries: {
                boundaries: readonly [
                    "Primary flow path",
                    "Electromagnetic systems",
                    "Control systems",
                ];
                componentId: "COMP-EBRII-PSP-001";
                description: "EBR-II primary sodium pump boundary including pump, motor, and control systems";
                excludedParts: readonly [
                    "Sodium piping beyond pump flanges",
                    "External power supply",
                    "Plant control system interfaces",
                ];
                includedParts: readonly [
                    "Electromagnetic pump assembly",
                    "Pump motor",
                    "Pump control circuits",
                    "Flow sensors",
                    "Temperature sensors",
                ];
                systemId: "SYS-EBRII-PCS-001";
            };
            data_sources: readonly [
                {
                    applicabilityAssessment: "Direct applicability to similar sodium pump designs";
                    context: "Plant specific";
                    source: "EBR-II Operational Records 1964-1994";
                    sourceType: "PLANT_SPECIFIC";
                    timePeriod: { endDate: "1994-12-31"; startDate: "1980-01-01" };
                },
                {
                    context: "Industry standard";
                    documentationReferences: readonly ["LMFR-RDB-2023"];
                    source: "Liquid Metal Fast Breeder Reactor Reliability Database";
                    sourceType: "GENERIC_INDUSTRY";
                },
            ];
            description: "Failure rate for EBR-II primary sodium pump during normal operation";
            failureMode: {
                category: "Mechanical";
                detectability: "Medium";
                mechanismOfFailure: "Wear and degradation of pump bearings due to thermal cycling and normal operation";
                name: "Pump Bearing Failure";
                uuid: "c3d4e5f6-7890-123a-b456-78901abcdef2";
            };
            logicModelInfo: {
                basicEventBoundary: "Component failure within defined boundary";
                evaluationModel: "SAPHIRE";
                modelType: "Fault Tree";
            };
            name: "EBR-II Primary Sodium Pump Failure Rate";
            parameterType: "FREQUENCY";
            plant_operating_state: "POS-FULL-POWER-100";
            probability_model: LOGNORMAL;
            successCriteria: "SC-EBRII-FLOW-001";
            systemDefinitionId: "SYS-EBRII-PCS-001";
            uncertainty: {
                distribution: LOGNORMAL;
                model_uncertainty_sources: readonly [
                    "Limited operational experience with sodium pumps",
                    "Extrapolation from historical data to modern designs",
                ];
                parameters: { errorFactor: 4.8; mean: 0.000012 };
                riskImplications: {
                    affectedMetrics: readonly ["CDF", "Release Frequency"];
                    propagationNotes: "Impacts sequences involving loss of primary cooling";
                    significanceLevel: "medium";
                };
            };
            uuid: "b2c3d4e5-f678-42a1-b345-67890abcdef1";
            value: 0.000012;
        };
        EDGFailureRateExample: {
            basicEventId: "BE-EDG-FS-001";
            description: "Failure rate analysis for EDG-A during power operation";
            failure_mode: {
                description: "Failure to start on demand signal";
                type: "FAILURE_TO_START";
            };
            name: "Emergency Diesel Generator Failure Rate";
            parameterType: "FREQUENCY";
            probability_model: LOGNORMAL;
            systemComponentId: "SYS-EDG-A";
            uncertainty: {
                distribution: LOGNORMAL;
                parameters: { errorFactor: 3; median: 0.000012 };
            };
            uuid: "a1b2c3d4-e89b-12d3-a456-567890abcdef";
            value: 0.000012;
        };
        EDGReliabilityAnalysisExample: {
            additionalMetadata: {
                limitations: readonly [
                    "Analysis limited to failure-to-start mode",
                    "Common cause failures analyzed separately",
                ];
            };
            data_parameters: readonly [
                {
                    basicEventId: "BE-EDG-FS-001";
                    description: "Failure rate analysis for EDG-A during power operation";
                    failure_mode: {
                        description: "Failure to start on demand signal";
                        type: "FAILURE_TO_START";
                    };
                    name: "Emergency Diesel Generator Failure Rate";
                    parameterType: "FREQUENCY";
                    probability_model: LOGNORMAL;
                    systemComponentId: "SYS-EDG-A";
                    uncertainty: {
                        distribution: LOGNORMAL;
                        parameters: { errorFactor: 3; median: 0.000012 };
                    };
                    uuid: "a1b2c3d4-e89b-12d3-a456-567890abcdef";
                    value: 0.000012;
                },
            ];
            description: "Comprehensive data analysis for EDG reliability parameters";
            name: "Emergency Diesel Generator Reliability Analysis";
            status: "APPROVED";
            type: "data-analysis";
            uuid: "123e4567-e89b-12d3-a456-426614174000";
            version: "1.0.0";
        };
        EDGUncertaintyExample: {
            correlations: readonly [
                {
                    correlationFactor: 0.8;
                    correlationType: "common_cause";
                    description: "Common cause failure correlation between EDG A and B";
                    parameterId: "DA-EDG-B-FR";
                },
            ];
            distribution: "lognormal";
            model_uncertainty_sources: readonly [
                "Limited operational data",
                "Environmental factors not fully characterized",
            ];
            parameters: { errorFactor: 3; mean: 0.0012 };
            riskImplications: {
                affectedMetrics: readonly ["CDF", "LERF"];
                propagationNotes: "Major impact on SBO sequences";
                significanceLevel: "high";
            };
        };
    } = ...

    Updated collection of examples for Data Analysis

    A convenient object containing all the examples for easy access.

    Type declaration

    • EBRII_PumpDocumentationExample: {
          modelUncertainty: {
              name: "EBR-II Primary Sodium Pump Model Uncertainty Documentation";
              reasonableAlternatives: readonly [
                  {
                      alternative: "Use of Exponential distribution instead of Lognormal for failure rate modeling";
                      applicableParameters: readonly ["PARAM-EBRII-PSP-FR-001"];
                      reasonNotSelected: "Lognormal better characterizes the uncertainty in the estimated parameters given the limited data";
                  },
                  {
                      alternative: "Separate parameter estimates for different operational phases";
                      applicableParameters: readonly ["PARAM-EBRII-PSP-FR-001"];
                      reasonNotSelected: "Insufficient data to support statistically significant separate estimates";
                  },
              ];
              relatedAssumptions: readonly [
                  {
                      applicableParameters: readonly ["PARAM-EBRII-PSP-FR-001"];
                      assumption: "EBR-II primary pump reliability characteristics are representative of modern sodium pump designs";
                      basis: "Design principles for electromagnetic sodium pumps have not fundamentally changed, though materials and manufacturing have improved";
                  },
                  {
                      applicableParameters: readonly ["PARAM-EBRII-PSP-CCF-001"];
                      assumption: "Common cause failure mechanisms for sodium pumps are similar to those of light water reactor pumps";
                      basis: "While fluid properties differ, fundamental CCF mechanisms like design errors, manufacturing defects, and maintenance errors remain similar";
                  },
              ];
              requirementReference: "DA-E2";
              uncertaintySources: readonly [
                  {
                      applicableParameters: readonly [
                          "PARAM-EBRII-PSP-FR-001",
                          "PARAM-EBRII-PSP-FS-001",
                      ];
                      impact: "Introduces uncertainty in applicability of parameter estimates to current sodium-cooled fast reactor designs";
                      source: "Operating environment differences between EBR-II and modern liquid metal reactors";
                  },
                  {
                      applicableParameters: readonly [
                          "PARAM-EBRII-PSP-FR-001",
                          "PARAM-EBRII-PSP-FS-001",
                          "PARAM-EBRII-PSP-CCF-001",
                      ];
                      impact: "Increases uncertainty in generic data applicability and requires greater reliance on expert judgment";
                      source: "Limited operational history of sodium pumps in commercial power applications";
                  },
              ];
              uuid: "e87b2c3d-1234-5678-90ab-cdef01234567";
          };
          preOperationalAssumptions: {
              assumptions: readonly [
                  {
                      assumptionId: "ASSUME-EBRII-PSP-001";
                      basis: "Advancements in materials, manufacturing, and control systems are expected to improve reliability";
                      description: "Modern electromagnetic pump designs will have equal or better reliability than EBR-II pumps";
                      impact: "May overestimate failure rates if modern designs prove more reliable";
                      limitations: readonly [
                          "May not account for new failure modes introduced by design innovations",
                          "Limited operational experience with newer pump designs",
                      ];
                      status: "OPEN";
                  },
                  {
                      assumptionId: "ASSUME-EBRII-PSP-002";
                      basis: "Modern maintenance technologies and practices have generally improved over time";
                      description: "Maintenance practices for modern sodium pumps will be at least as effective as those for EBR-II";
                      impact: "May underestimate maintenance-related failures if modern practices prove less effective";
                      limitations: readonly [
                          "Loss of institutional knowledge about sodium pump maintenance",
                          "Reduced availability of specialized maintenance personnel",
                      ];
                      status: "IN_PROGRESS";
                  },
              ];
              name: "EBR-II Primary Sodium Pump Pre-Operational Assumptions";
              relatedNote: "DA-N-5";
              relatedRequirement: "DA-A6";
              supportingDocumentationReferences: readonly [
                  "EBR-II Operational History Report OHR-1994-001",
                  "Modern Sodium Pump Design Comparison Study MSPD-2023-001",
              ];
              uuid: "f9876543-21ab-cdef-4321-fedcba098765";
              validationPhase: "Early operational testing";
          };
          processDocumentation: {
              basicEventProbabilityModels: readonly [
                  {
                      basicEventId: "BE-EBRII-PSP-FR-001";
                      justification: "Lognormal distribution selected based on industry standard practices for continuous operation components with multiplicative failure mechanisms";
                      model: "LOGNORMAL";
                  },
                  {
                      basicEventId: "BE-EBRII-PSP-FS-001";
                      justification: "Beta distribution selected for demand-based failure mode to properly model uncertainty with limited data";
                      model: "BETA";
                  },
              ];
              bayesianPriorRationales: readonly [
                  {
                      parameterId: "PARAM-EBRII-PSP-FR-001";
                      priorDistribution: "Lognormal(μ=-11.51, σ=1.5)";
                      rationale: "Prior based on generic liquid metal pump failure rates with wide uncertainty to accommodate limited industry experience";
                  },
              ];
              ccfProbabilityBasis: readonly [
                  {
                      ccfParameterId: "PARAM-EBRII-PSP-CCF-001";
                      estimationMethod: "Alpha Factor Model with specialized adjustment for liquid metal environment";
                      mappingJustification: "Alpha factors derived from light water reactor experience adjusted for liquid metal environment based on expert judgment";
                  },
              ];
              componentGroupingDocumentation: readonly [
                  {
                      groupId: "GROUP-EBRII-PUMPS-001";
                      groupingCriteria: "Primary sodium pumps grouped based on similar design, operational characteristics, and environment";
                      outlierExclusionJustifications: readonly [
                          {
                              alternativeTreatment: "Analyzed as separate component with its own failure parameters";
                              componentId: "COMP-EBRII-PSP-003";
                              detailedJustification: "Secondary loop pump operates at lower temperature and has different seal design, resulting in significantly different failure characteristics";
                              exclusionReason: "Significant design differences and operating conditions";
                          },
                      ];
                      outlierIdentificationMethodology: "Statistical hypothesis testing comparing failure rates across similar components with 95% confidence threshold";
                      supportingAnalyses: readonly [
                          "EBR-II Pump Similarity Analysis Report PSAR-2022-001",
                      ];
                  },
              ];
              dataCollectionPeriods: readonly [
                  {
                      censoringJustification: "Pre-1980 data excluded due to major design modifications to pump control systems";
                      endDate: "1994-12-31";
                      parameterId: "PARAM-EBRII-PSP-FR-001";
                      startDate: "1980-01-01";
                  },
              ];
              dataExclusionJustifications: readonly [
                  {
                      excludedData: "Three failure events during special testing operations in 1983";
                      justification: "Events occurred during non-standard operating conditions not representative of normal operation";
                      parameterId: "PARAM-EBRII-PSP-FR-001";
                  },
              ];
              genericParameterRationales: readonly [
                  {
                      operatingStates: readonly ["POS-STARTUP-200", "POS-SHUTDOWN-300"];
                      parameterId: "PARAM-EBRII-PSP-FS-001";
                      rationale: "Generic parameters used for startup and shutdown states due to insufficient plant-specific data for these infrequent operating states";
                  },
              ];
              genericParameterSources: readonly [
                  {
                      parameterId: "PARAM-EBRII-PSP-FR-001";
                      reference: "Section 5.4, with adjustments for liquid metal reactor applications";
                      source: "NUREG/CR-6928, Industry-Average Performance for Components and Initiating Events at U.S. Commercial Nuclear Power Plants";
                  },
                  {
                      parameterId: "PARAM-EBRII-PSP-FS-001";
                      reference: "LMFR-RDB-2023, Section 4.2.1";
                      source: "Liquid Metal Fast Breeder Reactor Reliability Database (LMFR-RDB)";
                  },
              ];
              name: "EBR-II Primary Sodium Pump Data Analysis Documentation";
              operatingStateDataJustifications: readonly [
                  {
                      justification: "Full power operation provides most representative conditions for primary pump failure rates as pumps operate at design flow rates and temperatures";
                      operatingState: "POS-FULL-POWER-100";
                      parameterId: "PARAM-EBRII-PSP-FR-001";
                  },
              ];
              parameterEstimates: readonly [
                  {
                      estimate: 0.000012;
                      parameterId: "PARAM-EBRII-PSP-FR-001";
                      uncertaintyCharacterization: "Lognormal distribution with 5th percentile 2.5e-6, 95th percentile 5.8e-5, error factor 4.8";
                  },
                  {
                      estimate: 0.0034;
                      parameterId: "PARAM-EBRII-PSP-FS-001";
                      uncertaintyCharacterization: "Beta distribution with α=2.5, β=732, 5th percentile 6.7e-4, 95th percentile 8.2e-3";
                  },
              ];
              plantSpecificDataSources: readonly [
                  {
                      operatingState: "POS-FULL-POWER-100";
                      parameterId: "PARAM-EBRII-PSP-FR-001";
                      source: "EBR-II Operational Records 1964-1994";
                      timePeriod: "1980-1994";
                  },
              ];
              systemComponentBoundaries: readonly [
                  {
                      boundaries: readonly [
                          "Electromagnetic pump assembly",
                          "Control circuitry",
                          "Power supply components",
                          "Primary flow path components",
                      ];
                      boundaryDescription: "EBR-II primary sodium pump including motor, pump, shaft, bearings, and seals";
                      componentId: "COMP-EBRII-PSP-001";
                      references: readonly [
                          "EBR-II System Design Description SDD-PCS-001",
                          "EBR-II Primary Pump Drawing E-12345-001",
                      ];
                      systemId: "SYS-EBRII-PCS-001";
                  },
              ];
              uuid: "dd72a844-ff75-4517-86a4-5e4bfc7c0384";
          };
      }
      • ReadonlymodelUncertainty: {
            name: "EBR-II Primary Sodium Pump Model Uncertainty Documentation";
            reasonableAlternatives: readonly [
                {
                    alternative: "Use of Exponential distribution instead of Lognormal for failure rate modeling";
                    applicableParameters: readonly ["PARAM-EBRII-PSP-FR-001"];
                    reasonNotSelected: "Lognormal better characterizes the uncertainty in the estimated parameters given the limited data";
                },
                {
                    alternative: "Separate parameter estimates for different operational phases";
                    applicableParameters: readonly ["PARAM-EBRII-PSP-FR-001"];
                    reasonNotSelected: "Insufficient data to support statistically significant separate estimates";
                },
            ];
            relatedAssumptions: readonly [
                {
                    applicableParameters: readonly ["PARAM-EBRII-PSP-FR-001"];
                    assumption: "EBR-II primary pump reliability characteristics are representative of modern sodium pump designs";
                    basis: "Design principles for electromagnetic sodium pumps have not fundamentally changed, though materials and manufacturing have improved";
                },
                {
                    applicableParameters: readonly ["PARAM-EBRII-PSP-CCF-001"];
                    assumption: "Common cause failure mechanisms for sodium pumps are similar to those of light water reactor pumps";
                    basis: "While fluid properties differ, fundamental CCF mechanisms like design errors, manufacturing defects, and maintenance errors remain similar";
                },
            ];
            requirementReference: "DA-E2";
            uncertaintySources: readonly [
                {
                    applicableParameters: readonly [
                        "PARAM-EBRII-PSP-FR-001",
                        "PARAM-EBRII-PSP-FS-001",
                    ];
                    impact: "Introduces uncertainty in applicability of parameter estimates to current sodium-cooled fast reactor designs";
                    source: "Operating environment differences between EBR-II and modern liquid metal reactors";
                },
                {
                    applicableParameters: readonly [
                        "PARAM-EBRII-PSP-FR-001",
                        "PARAM-EBRII-PSP-FS-001",
                        "PARAM-EBRII-PSP-CCF-001",
                    ];
                    impact: "Increases uncertainty in generic data applicability and requires greater reliance on expert judgment";
                    source: "Limited operational history of sodium pumps in commercial power applications";
                },
            ];
            uuid: "e87b2c3d-1234-5678-90ab-cdef01234567";
        }

        Model uncertainty documentation implementing DA-E2 Documents sources of model uncertainty and their impact

      • ReadonlypreOperationalAssumptions: {
            assumptions: readonly [
                {
                    assumptionId: "ASSUME-EBRII-PSP-001";
                    basis: "Advancements in materials, manufacturing, and control systems are expected to improve reliability";
                    description: "Modern electromagnetic pump designs will have equal or better reliability than EBR-II pumps";
                    impact: "May overestimate failure rates if modern designs prove more reliable";
                    limitations: readonly [
                        "May not account for new failure modes introduced by design innovations",
                        "Limited operational experience with newer pump designs",
                    ];
                    status: "OPEN";
                },
                {
                    assumptionId: "ASSUME-EBRII-PSP-002";
                    basis: "Modern maintenance technologies and practices have generally improved over time";
                    description: "Maintenance practices for modern sodium pumps will be at least as effective as those for EBR-II";
                    impact: "May underestimate maintenance-related failures if modern practices prove less effective";
                    limitations: readonly [
                        "Loss of institutional knowledge about sodium pump maintenance",
                        "Reduced availability of specialized maintenance personnel",
                    ];
                    status: "IN_PROGRESS";
                },
            ];
            name: "EBR-II Primary Sodium Pump Pre-Operational Assumptions";
            relatedNote: "DA-N-5";
            relatedRequirement: "DA-A6";
            supportingDocumentationReferences: readonly [
                "EBR-II Operational History Report OHR-1994-001",
                "Modern Sodium Pump Design Comparison Study MSPD-2023-001",
            ];
            uuid: "f9876543-21ab-cdef-4321-fedcba098765";
            validationPhase: "Early operational testing";
        }

        Pre-operational assumptions documentation implementing DA-E3 Documents assumptions made due to limited design or operational data

      • ReadonlyprocessDocumentation: {
            basicEventProbabilityModels: readonly [
                {
                    basicEventId: "BE-EBRII-PSP-FR-001";
                    justification: "Lognormal distribution selected based on industry standard practices for continuous operation components with multiplicative failure mechanisms";
                    model: "LOGNORMAL";
                },
                {
                    basicEventId: "BE-EBRII-PSP-FS-001";
                    justification: "Beta distribution selected for demand-based failure mode to properly model uncertainty with limited data";
                    model: "BETA";
                },
            ];
            bayesianPriorRationales: readonly [
                {
                    parameterId: "PARAM-EBRII-PSP-FR-001";
                    priorDistribution: "Lognormal(μ=-11.51, σ=1.5)";
                    rationale: "Prior based on generic liquid metal pump failure rates with wide uncertainty to accommodate limited industry experience";
                },
            ];
            ccfProbabilityBasis: readonly [
                {
                    ccfParameterId: "PARAM-EBRII-PSP-CCF-001";
                    estimationMethod: "Alpha Factor Model with specialized adjustment for liquid metal environment";
                    mappingJustification: "Alpha factors derived from light water reactor experience adjusted for liquid metal environment based on expert judgment";
                },
            ];
            componentGroupingDocumentation: readonly [
                {
                    groupId: "GROUP-EBRII-PUMPS-001";
                    groupingCriteria: "Primary sodium pumps grouped based on similar design, operational characteristics, and environment";
                    outlierExclusionJustifications: readonly [
                        {
                            alternativeTreatment: "Analyzed as separate component with its own failure parameters";
                            componentId: "COMP-EBRII-PSP-003";
                            detailedJustification: "Secondary loop pump operates at lower temperature and has different seal design, resulting in significantly different failure characteristics";
                            exclusionReason: "Significant design differences and operating conditions";
                        },
                    ];
                    outlierIdentificationMethodology: "Statistical hypothesis testing comparing failure rates across similar components with 95% confidence threshold";
                    supportingAnalyses: readonly [
                        "EBR-II Pump Similarity Analysis Report PSAR-2022-001",
                    ];
                },
            ];
            dataCollectionPeriods: readonly [
                {
                    censoringJustification: "Pre-1980 data excluded due to major design modifications to pump control systems";
                    endDate: "1994-12-31";
                    parameterId: "PARAM-EBRII-PSP-FR-001";
                    startDate: "1980-01-01";
                },
            ];
            dataExclusionJustifications: readonly [
                {
                    excludedData: "Three failure events during special testing operations in 1983";
                    justification: "Events occurred during non-standard operating conditions not representative of normal operation";
                    parameterId: "PARAM-EBRII-PSP-FR-001";
                },
            ];
            genericParameterRationales: readonly [
                {
                    operatingStates: readonly ["POS-STARTUP-200", "POS-SHUTDOWN-300"];
                    parameterId: "PARAM-EBRII-PSP-FS-001";
                    rationale: "Generic parameters used for startup and shutdown states due to insufficient plant-specific data for these infrequent operating states";
                },
            ];
            genericParameterSources: readonly [
                {
                    parameterId: "PARAM-EBRII-PSP-FR-001";
                    reference: "Section 5.4, with adjustments for liquid metal reactor applications";
                    source: "NUREG/CR-6928, Industry-Average Performance for Components and Initiating Events at U.S. Commercial Nuclear Power Plants";
                },
                {
                    parameterId: "PARAM-EBRII-PSP-FS-001";
                    reference: "LMFR-RDB-2023, Section 4.2.1";
                    source: "Liquid Metal Fast Breeder Reactor Reliability Database (LMFR-RDB)";
                },
            ];
            name: "EBR-II Primary Sodium Pump Data Analysis Documentation";
            operatingStateDataJustifications: readonly [
                {
                    justification: "Full power operation provides most representative conditions for primary pump failure rates as pumps operate at design flow rates and temperatures";
                    operatingState: "POS-FULL-POWER-100";
                    parameterId: "PARAM-EBRII-PSP-FR-001";
                },
            ];
            parameterEstimates: readonly [
                {
                    estimate: 0.000012;
                    parameterId: "PARAM-EBRII-PSP-FR-001";
                    uncertaintyCharacterization: "Lognormal distribution with 5th percentile 2.5e-6, 95th percentile 5.8e-5, error factor 4.8";
                },
                {
                    estimate: 0.0034;
                    parameterId: "PARAM-EBRII-PSP-FS-001";
                    uncertaintyCharacterization: "Beta distribution with α=2.5, β=732, 5th percentile 6.7e-4, 95th percentile 8.2e-3";
                },
            ];
            plantSpecificDataSources: readonly [
                {
                    operatingState: "POS-FULL-POWER-100";
                    parameterId: "PARAM-EBRII-PSP-FR-001";
                    source: "EBR-II Operational Records 1964-1994";
                    timePeriod: "1980-1994";
                },
            ];
            systemComponentBoundaries: readonly [
                {
                    boundaries: readonly [
                        "Electromagnetic pump assembly",
                        "Control circuitry",
                        "Power supply components",
                        "Primary flow path components",
                    ];
                    boundaryDescription: "EBR-II primary sodium pump including motor, pump, shaft, bearings, and seals";
                    componentId: "COMP-EBRII-PSP-001";
                    references: readonly [
                        "EBR-II System Design Description SDD-PCS-001",
                        "EBR-II Primary Pump Drawing E-12345-001",
                    ];
                    systemId: "SYS-EBRII-PCS-001";
                },
            ];
            uuid: "dd72a844-ff75-4517-86a4-5e4bfc7c0384";
        }

        Basic documentation structure implementing DA-E1 requirements

        • ReadonlybasicEventProbabilityModels: readonly [
              {
                  basicEventId: "BE-EBRII-PSP-FR-001";
                  justification: "Lognormal distribution selected based on industry standard practices for continuous operation components with multiplicative failure mechanisms";
                  model: "LOGNORMAL";
              },
              {
                  basicEventId: "BE-EBRII-PSP-FS-001";
                  justification: "Beta distribution selected for demand-based failure mode to properly model uncertainty with limited data";
                  model: "BETA";
              },
          ]

          Basic event probability models (DA-E1.b) Documents how basic event probabilities are evaluated

        • ReadonlybayesianPriorRationales: readonly [
              {
                  parameterId: "PARAM-EBRII-PSP-FR-001";
                  priorDistribution: "Lognormal(μ=-11.51, σ=1.5)";
                  rationale: "Prior based on generic liquid metal pump failure rates with wide uncertainty to accommodate limited industry experience";
              },
          ]

          Bayesian prior rationales (DA-E1.h) Documents selection of prior distributions for Bayesian updates

        • ReadonlyccfProbabilityBasis: readonly [
              {
                  ccfParameterId: "PARAM-EBRII-PSP-CCF-001";
                  estimationMethod: "Alpha Factor Model with specialized adjustment for liquid metal environment";
                  mappingJustification: "Alpha factors derived from light water reactor experience adjusted for liquid metal environment based on expert judgment";
              },
          ]

          CCF probability basis (DA-E1.g) Documents basis for common cause failure probability

        • ReadonlycomponentGroupingDocumentation: readonly [
              {
                  groupId: "GROUP-EBRII-PUMPS-001";
                  groupingCriteria: "Primary sodium pumps grouped based on similar design, operational characteristics, and environment";
                  outlierExclusionJustifications: readonly [
                      {
                          alternativeTreatment: "Analyzed as separate component with its own failure parameters";
                          componentId: "COMP-EBRII-PSP-003";
                          detailedJustification: "Secondary loop pump operates at lower temperature and has different seal design, resulting in significantly different failure characteristics";
                          exclusionReason: "Significant design differences and operating conditions";
                      },
                  ];
                  outlierIdentificationMethodology: "Statistical hypothesis testing comparing failure rates across similar components with 95% confidence threshold";
                  supportingAnalyses: readonly [
                      "EBR-II Pump Similarity Analysis Report PSAR-2022-001",
                  ];
              },
          ]

          Component grouping documentation (DA-B1, DA-B2) Documents component grouping decisions including outlier handling

        • ReadonlydataCollectionPeriods: readonly [
              {
                  censoringJustification: "Pre-1980 data excluded due to major design modifications to pump control systems";
                  endDate: "1994-12-31";
                  parameterId: "PARAM-EBRII-PSP-FR-001";
                  startDate: "1980-01-01";
              },
          ]

          Time periods for data collection (DA-E1.e) Documents specific time periods and any censoring

        • ReadonlydataExclusionJustifications: readonly [
              {
                  excludedData: "Three failure events during special testing operations in 1983";
                  justification: "Events occurred during non-standard operating conditions not representative of normal operation";
                  parameterId: "PARAM-EBRII-PSP-FR-001";
              },
          ]

          Data exclusion justification (DA-E1.f) Documents reasons for excluding certain data points

        • ReadonlygenericParameterRationales: readonly [
              {
                  operatingStates: readonly ["POS-STARTUP-200", "POS-SHUTDOWN-300"];
                  parameterId: "PARAM-EBRII-PSP-FS-001";
                  rationale: "Generic parameters used for startup and shutdown states due to insufficient plant-specific data for these infrequent operating states";
              },
          ]

          Generic parameter rationales (DA-E1.k) Documents rationale for using generic parameter estimates

        • ReadonlygenericParameterSources: readonly [
              {
                  parameterId: "PARAM-EBRII-PSP-FR-001";
                  reference: "Section 5.4, with adjustments for liquid metal reactor applications";
                  source: "NUREG/CR-6928, Industry-Average Performance for Components and Initiating Events at U.S. Commercial Nuclear Power Plants";
              },
              {
                  parameterId: "PARAM-EBRII-PSP-FS-001";
                  reference: "LMFR-RDB-2023, Section 4.2.1";
                  source: "Liquid Metal Fast Breeder Reactor Reliability Database (LMFR-RDB)";
              },
          ]

          Generic parameter sources (DA-E1.c) Documents sources for generic parameter estimates

        • Readonlyname: "EBR-II Primary Sodium Pump Data Analysis Documentation"
        • ReadonlyoperatingStateDataJustifications: readonly [
              {
                  justification: "Full power operation provides most representative conditions for primary pump failure rates as pumps operate at design flow rates and temperatures";
                  operatingState: "POS-FULL-POWER-100";
                  parameterId: "PARAM-EBRII-PSP-FR-001";
              },
          ]

          Operating state data justification (DA-E1.j) Documents justification for operating state data usage

        • ReadonlyparameterEstimates: readonly [
              {
                  estimate: 0.000012;
                  parameterId: "PARAM-EBRII-PSP-FR-001";
                  uncertaintyCharacterization: "Lognormal distribution with 5th percentile 2.5e-6, 95th percentile 5.8e-5, error factor 4.8";
              },
              {
                  estimate: 0.0034;
                  parameterId: "PARAM-EBRII-PSP-FS-001";
                  uncertaintyCharacterization: "Beta distribution with α=2.5, β=732, 5th percentile 6.7e-4, 95th percentile 8.2e-3";
              },
          ]

          Parameter estimates with uncertainty (DA-E1.i) Documents final parameter estimates and their uncertainty

        • ReadonlyplantSpecificDataSources: readonly [
              {
                  operatingState: "POS-FULL-POWER-100";
                  parameterId: "PARAM-EBRII-PSP-FR-001";
                  source: "EBR-II Operational Records 1964-1994";
                  timePeriod: "1980-1994";
              },
          ]

          Plant-specific data sources (DA-E1.d) Documents plant-specific data sources used

        • ReadonlysystemComponentBoundaries: readonly [
              {
                  boundaries: readonly [
                      "Electromagnetic pump assembly",
                      "Control circuitry",
                      "Power supply components",
                      "Primary flow path components",
                  ];
                  boundaryDescription: "EBR-II primary sodium pump including motor, pump, shaft, bearings, and seals";
                  componentId: "COMP-EBRII-PSP-001";
                  references: readonly [
                      "EBR-II System Design Description SDD-PCS-001",
                      "EBR-II Primary Pump Drawing E-12345-001",
                  ];
                  systemId: "SYS-EBRII-PCS-001";
              },
          ]

          System and component boundaries (DA-E1.a) References a SystemDefinition from Systems Analysis

        • Readonlyuuid: "dd72a844-ff75-4517-86a4-5e4bfc7c0384"
    • EBRII_PumpFailureEstimationExample: {
          componentTypeReference: "TYPE-SODIUM-PUMP";
          confidenceIntervals: {
              lower: { mean: 0.0000025 };
              upper: { mean: 0.000058 };
          };
          estimatedDistribution: LOGNORMAL;
          failureModeReference: "FM-PUMP-BEARINGS";
          goodnessOfFit: { method: "Anderson-Darling"; value: 0.89 };
          parameters: { errorFactor: 4.8; mean: 0.000012 };
          sampleSize: 5;
      }
    • EBRII_PumpOperationalDataExample: {
          dataByComponentType: {
              "TYPE-SODIUM-PUMP": readonly [
                  "EBRII-PSP-EVENT-001",
                  "EBRII-PSP-EVENT-002",
                  "EBRII-PSP-EVENT-003",
                  "EBRII-PSP-EVENT-004",
              ];
          };
          dataByFailureMode: {
              "FM-PUMP-BEARINGS": readonly ["EBRII-PSP-EVENT-001"];
              "FM-PUMP-CONTROL": readonly ["EBRII-PSP-EVENT-002"];
          };
          dataPoints: readonly [
              {
                  componentReference: "COMP-EBRII-PSP-001";
                  componentTypeReference: "TYPE-SODIUM-PUMP";
                  description: "Primary pump bearing degradation detected during routine vibration monitoring";
                  eventType: "failure";
                  failureModeReference: "FM-PUMP-BEARINGS";
                  id: "EBRII-PSP-EVENT-001";
                  measurements: { temperature: 427.8; vibration: 12.5 };
                  operatingCycles: 56;
                  operatingHours: 12458.5;
                  timestamp: "1984-03-15T08:42:00Z";
              },
              {
                  componentReference: "COMP-EBRII-PSP-001";
                  componentTypeReference: "TYPE-SODIUM-PUMP";
                  description: "Flow control system failure resulting in pump shutdown";
                  eventType: "failure";
                  failureModeReference: "FM-PUMP-CONTROL";
                  id: "EBRII-PSP-EVENT-002";
                  measurements: { current: 96.2; flow: 75.3 };
                  operatingCycles: 124;
                  operatingHours: 28741.2;
                  timestamp: "1987-11-20T14:18:00Z";
              },
              {
                  componentReference: "COMP-EBRII-PSP-001";
                  componentTypeReference: "TYPE-SODIUM-PUMP";
                  description: "Routine inspection during plant outage, no abnormalities detected";
                  eventType: "inspection";
                  id: "EBRII-PSP-EVENT-003";
                  measurements: { temperature: 25; vibration: 4.2 };
                  operatingCycles: 97;
                  operatingHours: 22561.7;
                  timestamp: "1986-05-10T09:30:00Z";
              },
              {
                  componentReference: "COMP-EBRII-PSP-001";
                  componentTypeReference: "TYPE-SODIUM-PUMP";
                  description: "Preventive maintenance on pump control circuits";
                  eventType: "maintenance";
                  id: "EBRII-PSP-EVENT-004";
                  measurements: { downtime: 12.5 };
                  operatingCycles: 82;
                  operatingHours: 18752.3;
                  timestamp: "1985-09-05T10:15:00Z";
              },
          ];
          id: "ODP-EBRII-PCS-001";
          name: "EBR-II Primary Sodium Pump Operational Data Registry";
      }
    • EBRII_PumpParameterExample: {
          assumptions: readonly [
              {
                  basis: "Advancements in materials, manufacturing, and control systems";
                  context: "Design";
                  description: "Modern electromagnetic pump designs will have equal or better reliability than EBR-II pumps";
                  impactedParameters: readonly [
                      "PARAM-EBRII-PSP-FR-001",
                      "PARAM-EBRII-PSP-FS-001",
                  ];
                  type: "TECHNICAL";
                  uuid: "d4e5f6a7-b890-1234-c567-8901abcdef2";
              },
          ];
          basicEventId: "BE-EBRII-PSP-FR-001";
          componentBoundaries: {
              boundaries: readonly [
                  "Primary flow path",
                  "Electromagnetic systems",
                  "Control systems",
              ];
              componentId: "COMP-EBRII-PSP-001";
              description: "EBR-II primary sodium pump boundary including pump, motor, and control systems";
              excludedParts: readonly [
                  "Sodium piping beyond pump flanges",
                  "External power supply",
                  "Plant control system interfaces",
              ];
              includedParts: readonly [
                  "Electromagnetic pump assembly",
                  "Pump motor",
                  "Pump control circuits",
                  "Flow sensors",
                  "Temperature sensors",
              ];
              systemId: "SYS-EBRII-PCS-001";
          };
          data_sources: readonly [
              {
                  applicabilityAssessment: "Direct applicability to similar sodium pump designs";
                  context: "Plant specific";
                  source: "EBR-II Operational Records 1964-1994";
                  sourceType: "PLANT_SPECIFIC";
                  timePeriod: { endDate: "1994-12-31"; startDate: "1980-01-01" };
              },
              {
                  context: "Industry standard";
                  documentationReferences: readonly ["LMFR-RDB-2023"];
                  source: "Liquid Metal Fast Breeder Reactor Reliability Database";
                  sourceType: "GENERIC_INDUSTRY";
              },
          ];
          description: "Failure rate for EBR-II primary sodium pump during normal operation";
          failureMode: {
              category: "Mechanical";
              detectability: "Medium";
              mechanismOfFailure: "Wear and degradation of pump bearings due to thermal cycling and normal operation";
              name: "Pump Bearing Failure";
              uuid: "c3d4e5f6-7890-123a-b456-78901abcdef2";
          };
          logicModelInfo: {
              basicEventBoundary: "Component failure within defined boundary";
              evaluationModel: "SAPHIRE";
              modelType: "Fault Tree";
          };
          name: "EBR-II Primary Sodium Pump Failure Rate";
          parameterType: "FREQUENCY";
          plant_operating_state: "POS-FULL-POWER-100";
          probability_model: LOGNORMAL;
          successCriteria: "SC-EBRII-FLOW-001";
          systemDefinitionId: "SYS-EBRII-PCS-001";
          uncertainty: {
              distribution: LOGNORMAL;
              model_uncertainty_sources: readonly [
                  "Limited operational experience with sodium pumps",
                  "Extrapolation from historical data to modern designs",
              ];
              parameters: { errorFactor: 4.8; mean: 0.000012 };
              riskImplications: {
                  affectedMetrics: readonly ["CDF", "Release Frequency"];
                  propagationNotes: "Impacts sequences involving loss of primary cooling";
                  significanceLevel: "medium";
              };
          };
          uuid: "b2c3d4e5-f678-42a1-b345-67890abcdef1";
          value: 0.000012;
      }
    • EDGFailureRateExample: {
          basicEventId: "BE-EDG-FS-001";
          description: "Failure rate analysis for EDG-A during power operation";
          failure_mode: {
              description: "Failure to start on demand signal";
              type: "FAILURE_TO_START";
          };
          name: "Emergency Diesel Generator Failure Rate";
          parameterType: "FREQUENCY";
          probability_model: LOGNORMAL;
          systemComponentId: "SYS-EDG-A";
          uncertainty: {
              distribution: LOGNORMAL;
              parameters: { errorFactor: 3; median: 0.000012 };
          };
          uuid: "a1b2c3d4-e89b-12d3-a456-567890abcdef";
          value: 0.000012;
      }
    • EDGReliabilityAnalysisExample: {
          additionalMetadata: {
              limitations: readonly [
                  "Analysis limited to failure-to-start mode",
                  "Common cause failures analyzed separately",
              ];
          };
          data_parameters: readonly [
              {
                  basicEventId: "BE-EDG-FS-001";
                  description: "Failure rate analysis for EDG-A during power operation";
                  failure_mode: {
                      description: "Failure to start on demand signal";
                      type: "FAILURE_TO_START";
                  };
                  name: "Emergency Diesel Generator Failure Rate";
                  parameterType: "FREQUENCY";
                  probability_model: LOGNORMAL;
                  systemComponentId: "SYS-EDG-A";
                  uncertainty: {
                      distribution: LOGNORMAL;
                      parameters: { errorFactor: 3; median: 0.000012 };
                  };
                  uuid: "a1b2c3d4-e89b-12d3-a456-567890abcdef";
                  value: 0.000012;
              },
          ];
          description: "Comprehensive data analysis for EDG reliability parameters";
          name: "Emergency Diesel Generator Reliability Analysis";
          status: "APPROVED";
          type: "data-analysis";
          uuid: "123e4567-e89b-12d3-a456-426614174000";
          version: "1.0.0";
      }
    • EDGUncertaintyExample: {
          correlations: readonly [
              {
                  correlationFactor: 0.8;
                  correlationType: "common_cause";
                  description: "Common cause failure correlation between EDG A and B";
                  parameterId: "DA-EDG-B-FR";
              },
          ];
          distribution: "lognormal";
          model_uncertainty_sources: readonly [
              "Limited operational data",
              "Environmental factors not fully characterized",
          ];
          parameters: { errorFactor: 3; mean: 0.0012 };
          riskImplications: {
              affectedMetrics: readonly ["CDF", "LERF"];
              propagationNotes: "Major impact on SBO sequences";
              significanceLevel: "high";
          };
      }
    // Access all examples
    import { examples } from 'data_analysis';

    // Use a specific example
    const edgFailureRate = examples.EDGFailureRateExample;
    const ebriiPumpDocs = examples.EBRII_PumpDocumentationExample;