ML17263B168: Difference between revisions

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


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.
3 Some Other Old But Illustrative Events 3
Electrical cable fire; U1 station                 Extensive, extended flooding. Roads Greifswald  blackout (SBO), U2 tripped.
Event Notes Event Notes Browns Ferry (BWR, 1975)
Cooper      (one evacuation route) blocked.
Multi-unit cable fire; both units tripped.
(VVER, 1975) Shutdown used x-tie with U2         (BWR, 1993) Leakage through penetrations seals.
Narora (PHWR, 1993)
U3 maintenance activity leads to                 Large storm causes LOOP (U2/U4),
Large TB explosion and fire, smoke
Oconee      large lake flood in common Turbine Blayais      flooding of U1/U2, affected site (PWR, 1976) Building (TB); lost TD-EFW.         (PWR, 1999) access.
=> U1/U2 MCR abandonment; U1 SBO, U2 cold shutdown.
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.
Greifswald (VVER, 1975)
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
Electrical cable fire; U1 station blackout (SBO), U2 tripped.
3
Shutdown used x-tie with U2 Cooper (BWR, 1993)
Extensive, extended flooding. Roads (one evacuation route) blocked.
Leakage through penetrations seals.
Oconee (PWR, 1976)
U3 maintenance activity leads to large lake flood in 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 seawater flood 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 explosions and fire; U1 SBO, U2 tripped.
Nogent (PWR, 2006)
Large water leak lifts U2 TB floor, also floods U1 TB, enters ESW gallery through penetrations, CCW pump room through drains Chernobyl (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


Operational Experience Observations
4 Operational Experience Observations
* Many events caused by spatial (internal and external) hazards
* Many events caused by spatial (internal and external) hazards
* Some events
* Some events
  - involve single units, and/or
- involve single units, and/or
  - were terminated before serious plant impact, but mechanisms are relevant to MUPRA
- 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
* 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
* Assumed defenses (e.g., seals, equipment qualification) and other screening factors may need re-examination


L3PRA Overview
5 L3PRA Overview
* Project objectives
* Project objectives
  - Develop state-of-practice Level 3 PRA
- Develop state-of-practice Level 3 PRA
  - Extract new insights
- Extract new insights
  - Enhance NRC PRA staff capability and expertise
- Enhance NRC PRA staff capability and expertise
  - Demonstrate technical feasibility and cost of new Level 3 PRAs
- Demonstrate technical feasibility and cost of new Level 3 PRAs
* Planned project scope
* Planned project scope
  - All hazards
- All hazards
  - All operational modes
- All operational modes
  - All major sources
- All major sources
* Plant: Vogtle 1&2 (special thanks to SNC for support) 5
* Plant: Vogtle 1&2 (special thanks to SNC for support)


L3PRA Integrated Site Risk Approach*
6 L3PRA Integrated Site Risk Approach*
* Logical combination of important single source scenarios (assumed symmetry)
* Logical combination of important single source scenarios (assumed symmetry)
* Inter-source dependencies (5 types)
* Inter-source dependencies (5 types)
* Parallel, independent search for scenarios 6    *See ML17255A580 for details.
* Parallel, independent search for scenarios
*See ML17255A580 for details.


New Tools to Aid Searches
7 New Tools to Aid Searches
* Operational experience reports and other sources can spur (and temper) imagination
* Operational experience reports and other sources can spur (and temper) imagination
* Database is massive and unstructured; how to efficiently identify, access, and analyze data?
* Database is massive and unstructured; how to efficiently identify, access, and analyze data?
* Recently completed scoping study (long-term research)
* Recently completed scoping study (long-term research)
  - Currently available technology (content analytics) can efficiently identify important target documents
- 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
- Increased subject matter expert involvement or more powerful machine learning tools would help in development of industrial strength applications


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
ADDITIONAL SLIDES


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

Latest revision as of 10:01, 8 January 2025

Mupra: a Few Observations and Technical Challenges
ML17263B168
Person / Time
Issue date: 09/20/2017
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NRC/RES/DRA
To:
References
Download: ML17263B168 (10)


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

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

3 Some Other Old But Illustrative Events 3

Event Notes Event Notes Browns Ferry (BWR, 1975)

Multi-unit cable fire; both units tripped.

Narora (PHWR, 1993)

Large TB explosion and fire, smoke

=> U1/U2 MCR abandonment; U1 SBO, U2 cold shutdown.

Greifswald (VVER, 1975)

Electrical cable fire; U1 station blackout (SBO), U2 tripped.

Shutdown used x-tie with U2 Cooper (BWR, 1993)

Extensive, extended flooding. Roads (one evacuation route) blocked.

Leakage through penetrations seals.

Oconee (PWR, 1976)

U3 maintenance activity leads to large lake flood in 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 seawater flood 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 explosions and fire; U1 SBO, U2 tripped.

Nogent (PWR, 2006)

Large water leak lifts U2 TB floor, also floods U1 TB, enters ESW gallery through penetrations, CCW pump room through drains Chernobyl (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

4 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

5 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)

6 L3PRA Integrated Site Risk Approach*

  • Logical combination of important single source scenarios (assumed symmetry)
  • Inter-source dependencies (5 types)
  • Parallel, independent search for scenarios

7 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

ADDITIONAL SLIDES

9 Multi-Unit Precursor Events Date Plant Type CCDP 6/22/82 Quad Cities LOOP 1E-4 8/11/83 Salem LOOP 1E-4 7/26/84 Susquehanna SBO 2E-4 5/17/85 Turkey Point LOOP 4E-5 7/23/87 Calvert Cliffs LOOP 5E-4 3/20/90 Vogtle LOOP 9E-4 8/24/92 Turkey Point LOOP 2E-4 12/31/92 Sequoyah LOOP 2E-4 10/12/93 Beaver Valley LOOP 6E-5 6/28/96 LaSalle Trip 7E-6 6/29/96 Prairie Island LOOP 5E-5 Date Plant Type CCDP 8/14/03 6 Sites (NE Blackout)

LOOP 4E-6 to 3E-5 6/14/04 Palo Verde LOOP 9E-6/4E-5 9/25/04 St. Lucie LOOP 1E-5 5/20/06 Catawba LOOP 9E-5/6E-5 3/26/09 Sequoyah LOOP 4E-6 4/16/11 Surry LOOP 9E-5/7E-5 4/27/11 Browns Ferry LOOP 1E-5 8/23/11 North Anna LOOP 3E-4/6E-5 3/31/13 ANO LOOP/Trip Yellow 4/17/13 LaSalle LOOP 1E-5 5/25/14 Millstone LOOP 2E-5/1E-5

10 Inter-Source Dependencies