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{{#Wiki_filter:MUPRA: A Few Observations and Technical ChallengesN. Siu and D. HudsonOffice of Nuclear Regulatory ResearchU.S. Nuclear Regulatory CommissionPresented at Special Session #2:MUPRA Advances, Issues, Impediments and PromiseANS International Topical Meeting on Probabilistic Safety Assessment (PSA 2017)Pittsburgh, PA; September 24
{{#Wiki_filter:MUPRA: A Few Observations and Technical Challenges N. Siu and D. Hudson Office of Nuclear Regulatory Research U.S. Nuclear Regulatory Commission Presented at Special Session #2:
-28, 2017 2Multi-Unit Precursor EventsDatePlantDescription6/22/82Quad CitiesLOOP, Maintenance8/11/83SalemLOOP, Cloggedscreens7/26/84SusquehannaSBO, Bkrmis-aligned5/17/85Turkey PointLOOP, Brush fires7/23/87Calvert CliffsLOOP, Offsite t ree3/20/90VogtleLOOP, Truck hitsupport8/24/92Turkey PointLOOP, Hurricane12/31/92SequoyahLOOP, Switchyard fault10/12/93Beaver ValleyLOOP, Offsite fault6/28/96LaSalleTrip, Foreign material in SW Tunnel6/29/96Prairie IslandLOOP, HighwindsDatePlantDescription8/14/036 SitesLOOP, NE Blackout6/14/04Palo VerdeLOOP, Offsite fault9/25/04St. LucieLOOP, Hurricane5/20/06CatawbaLOOP, Switchyard fault3/26/09SequoyahLOOP, Bus fault4/16/11SurryLOOP, Tornado4/27/11Browns FerryLOOP, Winds/tornadoes8/23/11North AnnaLOOP, Earthquake3/31/13ANOLOOP/Trip, Load drop4/17/13LaSalleLOOP, Lightning5/25/14MillstoneLOOP, Offsite fault 3Some Other Old But Illustrative Events 3EventNotesEventNotesBrowns Ferry(BWR, 1975)Multi-unit cable fire; both units tripped. Narora(PHWR, 1993)Large TBexplosion and fire, smoke => U1/U2 MCR abandonment; U1 SBO,U2 cold shutdown. Greifswald(VVER, 1975)Electrical cable fire;U1 station blackout (SBO), U2 tripped.Shutdownused x-tie with U2Cooper(BWR, 1993)Extensive,extended flooding. Roads (one evacuation route) blocked.
MUPRA Advances, Issues, Impediments and Promise ANS International Topical Meeting on Probabilistic Safety Assessment (PSA 2017)
Leakage through penetrations seals.Oconee(PWR, 1976)
Pittsburgh, PA; September 24-28, 2017
U3 maintenance activity leads to large lake floodin common Turbine Building (TB); lost TD
-EFW.Blayais(PWR, 1999)Large storm causes LOOP (U2/U4),
flooding of U1/U2, affected site access.Doel(PWR, 1979)Large seawaterflood in common U1/U2 TB; both units tripped.Mihama(PWR, 2004)Large steam release in TB; also entered portions of control and intermediate buildings.Armenia(VVER, 1982)Electrical cable fire (multiple locations), smoke spread to U1 MCR,secondary explosionsand fire; U1 SBO, U2 tripped. Nogent(PWR, 2006)Large water leak lifts U2 TB floor, alsofloods U1 TB, enters ESW gallery through penetrations, CCW pump room through  drainsChernobyl(RBMK, 1991)Large TB explosion and fire, partial roof collapse. Only U2 affected.Surry(PWR, 2006)Heavy rainfall floods Unit 1 TB and U2 ESGR through manhole and conduit penetrations 4Operational Experience ObservationsMany events caused by spatial (internal and external) hazardsSome events
-involve single units, and/or
-were terminated before serious plant impact,but mechanisms are relevant to MUPRAAll observed mechanisms and scenarios are relevant to (an d should, in principle, be captured by) single
-unit PRAAssumed defenses (e.g., seals, equipment qualification) and other screening factors may need re
-examination 5L3PRA OverviewProject objectives
-Develop state
-of-practice Level 3 PRA
-Extract new insights
-Enhance NRC PRA staff capability and expertise
-Demonstrate technical feasibility and cost of new Level 3 PRAsPlanned project scope
-All hazards
-All operational modes
-All major sourcesPlant: Vogtle 1&2 (special thanks to SNC for support) 6L3PRA Integrated Site Risk Approach*Logical combination of important single source scenarios (assumed symmetry)Inter-source dependencies (5 types)Parallel, independent search for scenarios*See ML17255A580 for details.
7New Tools to Aid SearchesOperational experience reports and other sources  can spur (and temper) imaginationDatabase is massive and unstructured; how to


e fficiently identify, access, and analyze data?Recently completed scoping study (long
Multi-Unit Precursor Events Date  Plant          Description                Date  Plant        Description 6/22/82  Quad Cities    LOOP, Maintenance        8/14/03 6 Sites      LOOP, NE Blackout 8/11/83  Salem          LOOP, Clogged screens    6/14/04 Palo Verde  LOOP, Offsite fault 7/26/84  Susquehanna SBO, Bkr mis-aligned        9/25/04 St. Lucie    LOOP, Hurricane 5/17/85  Turkey Point  LOOP, Brush fires        5/20/06 Catawba      LOOP, Switchyard fault 7/23/87  Calvert Cliffs LOOP, Offsite tree 3/26/09 Sequoyah    LOOP, Bus fault 3/20/90  Vogtle        LOOP, Truck hit support 4/16/11 Surry        LOOP, Tornado 8/24/92  Turkey Point  LOOP, Hurricane 4/27/11 Browns Ferry LOOP, Winds/tornadoes 12/31/92 Sequoyah      LOOP, Switchyard fault 8/23/11 North Anna  LOOP, Earthquake 10/12/93 Beaver Valley LOOP, Offsite fault 3/31/13 ANO          LOOP/Trip, Load drop Trip, Foreign material in 6/28/96  LaSalle SW Tunnel                4/17/13 LaSalle      LOOP, Lightning 6/29/96  Prairie Island LOOP, High winds          5/25/14 Millstone    LOOP, Offsite fault 2
-term research)-Currently available technology (content analytics) can efficiently identify important target documents
 
-Increased subject matter expert involvement or more powerful machine learning tools would help in development of "industrial strength" applications ADDITIONAL SLIDES 9Multi-Unit Precursor EventsDatePlantTypeCCDP6/22/82Quad CitiesLOOP 1E-48/11/83SalemLOOP 1E-47/26/84Susquehanna SBO 2E-45/17/85Turkey PointLOOP 4E-57/23/87Calvert CliffsLOOP 5E-43/20/90VogtleLOOP 9E-48/24/92Turkey PointLOOP 2E-412/31/92SequoyahLOOP 2E-410/12/93Beaver ValleyLOOP 6E-56/28/96LaSalleTrip 7E-66/29/96Prairie IslandLOOP 5E-5DatePlantTypeCCDP8/14/036 Sites (NE Blackout)LOOP 4E-6 to 3E-56/14/04Palo VerdeLOOP 9E-6/4E-59/25/04St. LucieLOOP 1E-55/20/06CatawbaLOOP 9E-5/6E-53/26/09SequoyahLOOP 4E-64/16/11SurryLOOP 9E-5/7E-54/27/11Browns FerryLOOP 1E-58/23/11North AnnaLOOP 3E-4/6E-53/31/13ANOLOOP/TripYellow4/17/13LaSalleLOOP 1E-55/25/14MillstoneLOOP 2E-5/1E-5 10Inter-Source Dependencies}}
Some Other Old But Illustrative Events Event        Notes                                Event        Notes Large TB explosion and fire, smoke Browns Ferry Multi-unit cable fire; both units    Narora      => U1/U2 MCR abandonment; U1 (BWR, 1975)  tripped.                            (PHWR, 1993) SBO, U2 cold shutdown.
Electrical cable fire; U1 station                Extensive, extended flooding. Roads Greifswald  blackout (SBO), U2 tripped.
Cooper      (one evacuation route) blocked.
(VVER, 1975) Shutdown used x-tie with U2          (BWR, 1993)  Leakage through penetrations seals.
U3 maintenance activity leads to                  Large storm causes LOOP (U2/U4),
Oconee      large lake flood in common Turbine Blayais      flooding of U1/U2, affected site (PWR, 1976)  Building (TB); lost TD-EFW.          (PWR, 1999)  access.
Large steam release in TB; also Doel        Large seawater flood in common      Mihama      entered portions of control and (PWR, 1979)  U1/U2 TB; both units tripped.        (PWR, 2004)  intermediate buildings.
Electrical cable fire (multiple                  Large water leak lifts U2 TB floor, Armenia      locations), smoke spread to U1      Nogent      also floods U1 TB, enters ESW (VVER, 1982) MCR, secondary explosions and        (PWR, 2006)  gallery through penetrations, CCW fire; U1 SBO, U2 tripped.                        pump room through drains Heavy rainfall floods Unit 1 TB and Chernobyl    Large TB explosion and fire, partial Surry        U2 ESGR through manhole and (RBMK, 1991) roof collapse. Only U2 affected.    (PWR, 2006)  conduit penetrations 3
3
 
Operational Experience Observations
* Many events caused by spatial (internal and external) hazards
* Some events
  - involve single units, and/or
  - were terminated before serious plant impact, but mechanisms are relevant to MUPRA
* All observed mechanisms and scenarios are relevant to (and should, in principle, be captured by) single-unit PRA
* Assumed defenses (e.g., seals, equipment qualification) and other screening factors may need re-examination 4
 
L3PRA Overview
* Project objectives
  - Develop state-of-practice Level 3 PRA
  - Extract new insights
  - Enhance NRC PRA staff capability and expertise
  - Demonstrate technical feasibility and cost of new Level 3 PRAs
* Planned project scope
  - All hazards
  - All operational modes
  - All major sources
* Plant: Vogtle 1&2 (special thanks to SNC for support) 5
 
L3PRA Integrated Site Risk Approach*
* Logical combination of important single source scenarios (assumed symmetry)
* Inter-source dependencies (5 types)
* Parallel, independent search for scenarios 6    *See ML17255A580 for details.
 
New Tools to Aid Searches
* Operational experience reports and other sources can spur (and temper) imagination
* Database is massive and unstructured; how to efficiently identify, access, and analyze data?
* Recently completed scoping study (long-term research)
  - Currently available technology (content analytics) can efficiently identify important target documents
  - Increased subject matter expert involvement or more powerful machine learning tools would help in development of industrial strength applications 7
 
ADDITIONAL SLIDES Multi-Unit Precursor Events Date  Plant            Type CCDP    Date  Plant          Type    CCDP 6/22/82  Quad Cities    LOOP    1E-4        6 Sites (NE            4E-6 to 8/14/03              LOOP Blackout)                3E-5 8/11/83  Salem          LOOP    1E-4 7/26/84  Susquehanna    SBO     2E-4 6/14/04 Palo Verde  LOOP      9E-6/4E-5 5/17/85  Turkey Point  LOOP    4E-5 9/25/04 St. Lucie    LOOP        1E-5 7/23/87  Calvert Cliffs LOOP    5E-4 5/20/06 Catawba      LOOP      9E-5/6E-5 3/20/90  Vogtle        LOOP    9E-4 3/26/09 Sequoyah    LOOP       4E-6 8/24/92  Turkey Point  LOOP    2E-4 4/16/11 Surry        LOOP      9E-5/7E-5 12/31/92 Sequoyah      LOOP    2E-4 4/27/11 Browns Ferry LOOP        1E-5 10/12/93 Beaver Valley  LOOP    6E-5 8/23/11 North Anna  LOOP      3E-4/6E-5 6/28/96  LaSalle        Trip    7E-6 3/31/13 ANO          LOOP/Trip  Yellow 6/29/96  Prairie Island LOOP    5E-5 4/17/13 LaSalle      LOOP        1E-5 5/25/14 Millstone    LOOP      2E-5/1E-5 9
 
Inter-Source Dependencies 10}}

Revision as of 17:15, 29 October 2019

Mupra: a Few Observations and Technical Challenges
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Text

MUPRA: A Few Observations and Technical Challenges N. Siu and D. Hudson Office of Nuclear Regulatory Research U.S. Nuclear Regulatory Commission Presented at Special Session #2:

MUPRA Advances, Issues, Impediments and Promise ANS International Topical Meeting on Probabilistic Safety Assessment (PSA 2017)

Pittsburgh, PA; September 24-28, 2017

Multi-Unit Precursor Events Date Plant Description Date Plant Description 6/22/82 Quad Cities LOOP, Maintenance 8/14/03 6 Sites LOOP, NE Blackout 8/11/83 Salem LOOP, Clogged screens 6/14/04 Palo Verde LOOP, Offsite fault 7/26/84 Susquehanna SBO, Bkr mis-aligned 9/25/04 St. Lucie LOOP, Hurricane 5/17/85 Turkey Point LOOP, Brush fires 5/20/06 Catawba LOOP, Switchyard fault 7/23/87 Calvert Cliffs LOOP, Offsite tree 3/26/09 Sequoyah LOOP, Bus fault 3/20/90 Vogtle LOOP, Truck hit support 4/16/11 Surry LOOP, Tornado 8/24/92 Turkey Point LOOP, Hurricane 4/27/11 Browns Ferry LOOP, Winds/tornadoes 12/31/92 Sequoyah LOOP, Switchyard fault 8/23/11 North Anna LOOP, Earthquake 10/12/93 Beaver Valley LOOP, Offsite fault 3/31/13 ANO LOOP/Trip, Load drop Trip, Foreign material in 6/28/96 LaSalle SW Tunnel 4/17/13 LaSalle LOOP, Lightning 6/29/96 Prairie Island LOOP, High winds 5/25/14 Millstone LOOP, Offsite fault 2

Some Other Old But Illustrative Events Event Notes Event Notes Large TB explosion and fire, smoke Browns Ferry Multi-unit cable fire; both units Narora => U1/U2 MCR abandonment; U1 (BWR, 1975) tripped. (PHWR, 1993) SBO, U2 cold shutdown.

Electrical cable fire; U1 station Extensive, extended flooding. Roads Greifswald blackout (SBO), U2 tripped.

Cooper (one evacuation route) blocked.

(VVER, 1975) Shutdown used x-tie with U2 (BWR, 1993) Leakage through penetrations seals.

U3 maintenance activity leads to Large storm causes LOOP (U2/U4),

Oconee large lake flood in common Turbine Blayais flooding of U1/U2, affected site (PWR, 1976) Building (TB); lost TD-EFW. (PWR, 1999) access.

Large steam release in TB; also Doel Large seawater flood in common Mihama entered portions of control and (PWR, 1979) U1/U2 TB; both units tripped. (PWR, 2004) intermediate buildings.

Electrical cable fire (multiple Large water leak lifts U2 TB floor, Armenia locations), smoke spread to U1 Nogent also floods U1 TB, enters ESW (VVER, 1982) MCR, secondary explosions and (PWR, 2006) gallery through penetrations, CCW fire; U1 SBO, U2 tripped. pump room through drains Heavy rainfall floods Unit 1 TB and Chernobyl Large TB explosion and fire, partial Surry U2 ESGR through manhole and (RBMK, 1991) roof collapse. Only U2 affected. (PWR, 2006) conduit penetrations 3

3

Operational Experience Observations

  • Many events caused by spatial (internal and external) hazards
  • Some events

- involve single units, and/or

- were terminated before serious plant impact, but mechanisms are relevant to MUPRA

  • All observed mechanisms and scenarios are relevant to (and should, in principle, be captured by) single-unit PRA
  • Assumed defenses (e.g., seals, equipment qualification) and other screening factors may need re-examination 4

L3PRA Overview

  • Project objectives

- Develop state-of-practice Level 3 PRA

- Extract new insights

- Enhance NRC PRA staff capability and expertise

- Demonstrate technical feasibility and cost of new Level 3 PRAs

  • Planned project scope

- All hazards

- All operational modes

- All major sources

  • Plant: Vogtle 1&2 (special thanks to SNC for support) 5

L3PRA Integrated Site Risk Approach*

  • Logical combination of important single source scenarios (assumed symmetry)
  • Inter-source dependencies (5 types)
  • Parallel, independent search for scenarios 6 *See ML17255A580 for details.

New Tools to Aid Searches

  • Operational experience reports and other sources can spur (and temper) imagination
  • Database is massive and unstructured; how to efficiently identify, access, and analyze data?
  • Recently completed scoping study (long-term research)

- Currently available technology (content analytics) can efficiently identify important target documents

- Increased subject matter expert involvement or more powerful machine learning tools would help in development of industrial strength applications 7

ADDITIONAL SLIDES Multi-Unit Precursor Events Date Plant Type CCDP Date Plant Type CCDP 6/22/82 Quad Cities LOOP 1E-4 6 Sites (NE 4E-6 to 8/14/03 LOOP Blackout) 3E-5 8/11/83 Salem LOOP 1E-4 7/26/84 Susquehanna SBO 2E-4 6/14/04 Palo Verde LOOP 9E-6/4E-5 5/17/85 Turkey Point LOOP 4E-5 9/25/04 St. Lucie LOOP 1E-5 7/23/87 Calvert Cliffs LOOP 5E-4 5/20/06 Catawba LOOP 9E-5/6E-5 3/20/90 Vogtle LOOP 9E-4 3/26/09 Sequoyah LOOP 4E-6 8/24/92 Turkey Point LOOP 2E-4 4/16/11 Surry LOOP 9E-5/7E-5 12/31/92 Sequoyah LOOP 2E-4 4/27/11 Browns Ferry LOOP 1E-5 10/12/93 Beaver Valley LOOP 6E-5 8/23/11 North Anna LOOP 3E-4/6E-5 6/28/96 LaSalle Trip 7E-6 3/31/13 ANO LOOP/Trip Yellow 6/29/96 Prairie Island LOOP 5E-5 4/17/13 LaSalle LOOP 1E-5 5/25/14 Millstone LOOP 2E-5/1E-5 9

Inter-Source Dependencies 10