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Joint EPRI/NRC-RES Fire PRA Workshop July 31 August 4, 2017 Kevin McGrattan – NIST Fred Mowrer – Cal. Poly State University Module V – Advanced Fire Modeling Day 3 – AM Session Example A: Control Room Fire Example B: Switchgear Cabinet Room Fire A Collaboration of the Electric Power Research Institute (EPRI) & U.S. NRC Office of Nuclear Regulatory Research (RES)

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  • Joint EPRI/NRC-RES Fire PRA WorkshopJuly 31 – August 4, 2017

    Kevin McGrattan – NIST

    Fred Mowrer – Cal. Poly State University

    Module V – Advanced Fire Modeling

    Day 3 – AM Session Example A: Control Room

    FireExample B: Switchgear

    Cabinet Room Fire

    A Collaboration of the Electric Power Research Institute (EPRI) & U.S. NRC Office of Nuclear Regulatory Research (RES)

  • 2

    Step 1. Define Fire Modeling Goals

    Determine the length of time that the Main Control Room (MCR) remains habitable after the start of a fire within a low-voltage control cabinet. Follow guidance provided in Chapter 11 of NUREG/CR-6850

    (EPRI 1011989), Volume 2, “Detailed Fire Modeling (Task 11).” Note that MCR fire scenarios are treated differently than fires

    within other compartments, mainly because it is necessary to consider and evaluate forced abandonment in addition to equipment damage.

  • 3

    Step 2. Characterize Fire Scenarios

    General DescriptionGeometryMaterialsFire Protection SystemsVentilationFireHabitability and Human Factors

  • 4

  • 5

    Typical “open grate” ceiling

  • 6

  • 7

    Typical Control Room Cabinet

  • 8

    Material Properties

    For non-burning materials, the most important properties are thermal conductivity, k, density, ρ, and specific heat, cFor specified burning rates, you need:

    – Heat Release Rate (HRR) or HRR Per Unit Area (HRRPUA)– Heat of Combustion – energy released per unit mass consumed

    For predicting the burning rate, you need:– Heat of Vaporization (liquids)– Heat of Gasification (solids)– Kinetic constants for reaction rates– (typically not used for NPP applications)

  • 9

    Typical material properties for common construction and cable materials

  • 10

    Ventilation

    25 Air Changes Per Hour (ACH) for purge modeTwo scenarios – purge mode or ventilation inoperativeLeakage – often the “leakage area” is the area of the crack

    under the doorExact supply and exhaust location only important for CFDZone models usually only consider height of mechanical

    ventilation injection and extraction grilles

  • 11

    Fire

    HRR taken from Appendix G, NUREG/CR 6850 (EPRI 1011989)

  • 12

    Fire

    What is burning?

    Cables made of polyethylene (C2H4) and neoprene (C4H5Cl)

    Assume effective fuel: C3H4.5Cl0.5

  • 13

    Habitability

    Criteria for habitability (NUREG/CR-6850, Vol 2, Chap 11)• Gas Temperature 2 m off the floor is 95 °C• Heat Flux exceeds 1 kW/m2• Optical Density exceeds 3 m-1

    What is Optical Density?

    Smoke Concentration (kg/m3)

    Mass Extinction Coefficient (8700 m2/kg)

  • 14

    Step 3. Select Fire Models

    Algebraic Models: FPA algorithm in FIVE and FDTs provides estimate of HGL temperature within a closed, ventilated compartment. – FDTs do not allow for time-dependent HRR

    Zone Models: CFAST includes smoke obscuration. MAGIC does not.CFD: Provides more detailed information at exact location of

    operators

  • 15

    Applicability of Validation

  • 16

    Applicability of Validation

    For the scenario with no ventilation, the classic definition of the Equivalence Ratio does not apply because there is no supply of oxygen in the room. However, it can be shown that there is sufficient oxygen in

    the room to sustain the specified fire.

  • 17

    Step 4. Calculate Fire-Generated Conditions

  • 18

    Step 4. Calculate Fire-Generated Conditions

    Temperature in smoke purge scenario– Use FPA correlation in FIVE-rev1 or FDTs

    Need equivalent length / width of non-rectangular rooms

    Other input parameters

  • 19

    Step 4. Calculate Fire-Generated Conditions

  • 20

  • 21

    CFAST Calculation

  • 22

    FDS Simulation

  • 23

    Step 4. Calculate Fire-Generated Conditions

    0

    20

    40

    60

    80

    100

    120

    140

    0 600 1200 1800 2400 3000 3600

    Tem

    pera

    ture

    (C)

    Time (s)

    Temperature near Operator

    FPA (Purge)

    CFAST (No Vent.)

    CFAST (Purge)

    FDS (No Vent.)

    FDS (Purge)

  • 24

    Step 4. Calculate Fire-Generated Conditions

    0

    1

    2

    3

    4

    5

    6

    0 600 1200 1800 2400 3000 3600

    Heig

    ht (m

    )

    Time (s)

    HGL Height

    CFAST (No Ventilation)

    FDS (No Ventilation)

  • 25

    Step 4. Calculate Fire-Generated Conditions

    0.0

    0.2

    0.4

    0.6

    0.8

    1.0

    0 600 1200 1800 2400 3000 3600

    Hea

    t Flu

    x (k

    W/m

    2 )

    Time (s)

    Heat Flux to Operator

    FIVE (Purge)

    CFAST (No Vent.)

    CFAST (Purge)

    FDS (No Vent.)

    FDS (Purge)

  • 26

    Step 4. Calculate Fire-Generated Conditions

    0.0

    10.0

    20.0

    30.0

    40.0

    50.0

    60.0

    0 600 1200 1800 2400 3000 3600

    Optic

    al D

    ensi

    ty (1

    /m)

    Time (s)

    Optical Density near Operator

    SFPE (Purge)CFAST (No Vent.)CFAST (Purge)FDS (No Vent.)FDS (Purge)

  • 27

    Step 5. Sensitivity and Uncertainty Analysis

    Uncertainty Analysis quantifies the model uncertainty– List the predicted quantities and the critical values of these quantities

    Sensitivity Analysis can be used to assess parameter uncertainty

  • 28

    Step 5. Sensitivity and Uncertainty Analysis

  • 29

    Step 5. Sensitivity and Uncertainty Analysis

  • 30

    Step 5. Sensitivity and Uncertainty Analysis

  • 31

    Step 5. Sensitivity and Uncertainty Analysis

  • 32

    Step 5. Sensitivity and Uncertainty Analysis

  • 33

    Step 5. Sensitivity and Uncertainty Analysis

  • 34

    Step 6. Document the Analysis

    Follow the steps; clearly explain the entire processAnswer the original questionReport model predictions with uncertainty and sensitivity

    included Include all references

  • 35

    Step 6. Document the Analysis

  • 36

    Step 6. Document the Analysis

  • Joint RES/EPRI Fire PRA Workshop

    August and September, 2014

    Rockville, Maryland

    EPRI/NRC-RES FIRE PRA METHODOLOGY

    Module 5Advanced Fire ModelingDay 3 – AM SessionExample B: Switchgear Room Cabinet Fire

  • 38

    Step 1. Define Fire Modeling Goals

    Estimate the effects of fire in a cabinet in a Switchgear Room on nearby cable and cabinet targets. Switchgear Room contains safety-related equipment for both

    Train A and Train B that are not separated as required by Appendix R. The purpose of the calculation is to analyze this condition

    and determine whether these targets fail, and, if so, at what time failure occurs.Follow guidance provided in Chapter 11 of NUREG/CR-6850

    (EPRI 1011989), Volume 2, “Detailed Fire Modeling (Task 11).”

  • 39

    Step 2. Characterize Fire Scenarios

    General DescriptionGeometryMaterialsVentilationFireFire Protection Systems

    – None credited for this scenario

  • 40

  • 41

    Material Properties

  • 42

    Ventilation

    Design flowrate specified for each of three supply and return registers.Normal operation continues during the fire.Leakage – often the “leakage area” is the area of the crack

    under the door.Exact supply and exhaust location only important for CFD.Zone models usually only consider height of ducts off floor

    and orientation of the vent.

  • 43

    Fire

    HRR taken from Appendix G, NUREG/CR 6850 (EPRI 1011989)

  • 44

    Fire

    • Original fire source is specified atop the central cabinet.

    • FLASH-CAT model (NUREG/CR-7010, Volume 1) is used to determine the ignition, flame spread and extinction of the cables above the original fire source.

  • 45

    Fire

    What is burning?

    Cables made of polyethylene (C2H4) and polyvinylchloride (C2H3Cl).

    Assume effective fuel: C2H3.5Cl0.5

  • 46

    Step 3. Select Fire Models

    Algebraic Models: FPA algorithm in FIVE provides estimate of HGL temperature within a closed, ventilated compartment. FDTs do not allow for time-dependent HRR. Both FIVE and FDTs can estimate heat flux from a fire to a target.Zone Models: Both CFAST and MAGIC include algorithms

    to estimate the heat flux to and temperature of cable targets.CFD: Typical application of FDS. The primary advantage of a

    CFD model for this fire scenario is that the CFD model can predict local conditions at the specific location of the target cables and adjacent cabinet.

  • 47

    Applicability of Validation

  • 48

    Step 4. Calculate Fire-Generated Conditions

  • 49

    Step 4. Calculate Fire-Generated Conditions

  • 50

    Step 4. Calculate Fire-Generated Conditions

    Should be 6.1 m

  • 51

    Step 4. Calculate Fire-Generated Conditions

  • 52

    CFAST Calculation

  • 53

    FDS – Smokeview rendering of SWGR fire

  • 54

    FDS – Smokeview rendering of SWGR fire

  • 55

    Step 4. Calculate Fire-Generated Conditions

  • 56

    Step 4. Calculate Fire-Generated Conditions

  • 57

    Step 4. Calculate Fire-Generated Conditions

  • 58

    Step 4. Calculate Fire-Generated Conditions

  • 59

    Step 5. Sensitivity and Uncertainty Analysis

  • 60

    Step 5. Sensitivity and Uncertainty Analysis

  • 61

    Step 5. Sensitivity and Uncertainty Analysis

  • 62

    Step 5. Sensitivity and Uncertainty Analysis

  • 63

    Step 6. Document the Analysis

    Follow the steps; clearly explain the entire processAnswer the original questionReport model predictions with uncertainty and sensitivity

    included Include all references

  • 64

    Step 6. Document the Analysis

    Module V – Advanced Fire Modeling�Day 3 – AM Session �Example A: Control Room Fire�Example B: Switchgear Cabinet Room FireStep 1. Define Fire Modeling GoalsStep 2. Characterize Fire ScenariosSlide Number 4Slide Number 5Slide Number 6Slide Number 7Material PropertiesSlide Number 9VentilationFireFireHabitabilityStep 3. Select Fire ModelsApplicability of ValidationApplicability of ValidationStep 4. Calculate Fire-Generated ConditionsStep 4. Calculate Fire-Generated ConditionsStep 4. Calculate Fire-Generated ConditionsSlide Number 20CFAST CalculationFDS SimulationStep 4. Calculate Fire-Generated ConditionsStep 4. Calculate Fire-Generated ConditionsStep 4. Calculate Fire-Generated ConditionsStep 4. Calculate Fire-Generated ConditionsStep 5. Sensitivity and Uncertainty AnalysisStep 5. Sensitivity and Uncertainty AnalysisStep 5. Sensitivity and Uncertainty AnalysisStep 5. Sensitivity and Uncertainty AnalysisStep 5. Sensitivity and Uncertainty AnalysisStep 5. Sensitivity and Uncertainty AnalysisStep 5. Sensitivity and Uncertainty AnalysisStep 6. Document the AnalysisStep 6. Document the AnalysisStep 6. Document the AnalysisEPRI/NRC-RES FIRE PRA METHODOLOGY���Module 5�Advanced Fire Modeling�Day 3 – AM Session�Example B: Switchgear Room Cabinet FireStep 1. Define Fire Modeling GoalsStep 2. Characterize Fire ScenariosSlide Number 40Material PropertiesVentilationFireFireFireStep 3. Select Fire ModelsApplicability of ValidationStep 4. Calculate Fire-Generated ConditionsStep 4. Calculate Fire-Generated ConditionsStep 4. Calculate Fire-Generated ConditionsStep 4. Calculate Fire-Generated ConditionsCFAST CalculationFDS – Smokeview rendering of SWGR fireFDS – Smokeview rendering of SWGR fireStep 4. Calculate Fire-Generated ConditionsStep 4. Calculate Fire-Generated ConditionsStep 4. Calculate Fire-Generated ConditionsStep 4. Calculate Fire-Generated ConditionsStep 5. Sensitivity and Uncertainty AnalysisStep 5. Sensitivity and Uncertainty AnalysisStep 5. Sensitivity and Uncertainty AnalysisStep 5. Sensitivity and Uncertainty AnalysisStep 6. Document the AnalysisStep 6. Document the Analysis