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AIChE Annual Meeting 2013
November 7, 2013

LLNL-PRES-XXXXXX
This work was performed under the auspices of the U.S. Department
of Energy by Lawrence Livermore National Laboratory under contract
DE-AC52-07NA27344. Lawrence Livermore National Security, LLC
Lawrence Livermore National Laboratory

2

LLNL-PRES-xxxxxx
Risk Analysis

Potential
Events/Failures

Likelihood/Probability

Reduce
Threats &
Vulnerabilities

Potential
Consequences

Mitigate/
Reduce
Consequences

Response Management
Security and Protection

Emergency Response/
Consequence Management

Risk Reduction: Safety & Security
Lawrence Livermore National Laboratory

3

LLNL-PRES-xxxxxx
Integrated Approach
Pr
o
Pr tec
ev tio
en n/
tio
n

Threat
Critical Asset

n/
tio se
ga
iti pon
M s
Re

Lawrence Livermore National Laboratory

Consequence
4

LLNL-PRES-xxxxxx
KEY ELEMENTS OF RISK MANAGEMENT	

Planning and Preparation	

Risk
Identification	


Mitigation	


Risk Transfer	


Response and
Reconstruction	

Preparedness	


Emergency
Response	


Rehabilitation
and
Reconstruction	


Hazard assessment
(frequency,
magnitude and
location)	


Physical/structural
mitigation works	


Insurance/ reinsurance of public
infrastructure and
private assets	


Early warning
systems.
Communication
systems	


Humanitarian
assistance	


Rehabilitation/
reconstruction of
damaged critical
infrastructure	


Vulnerability
assessment
(population and
assets exposed)	


Land-use planning
and building codes	


Financial market
instruments
(catastrophe bonds,
weather-indexed
hedge funds)	


Contingency
planning (utility
companies/ public
services)	


Clean-up, temporary
repairs and
restoration services	


Macroeconomic and
budget management
(stabilization,
protection of social
expenditures)	


Risk assessment (a
function of hazard
and vulnerability)	


Economic incentives
for pro-mitigation
behavior	


Privatization of
public services with
safety regulation
(energy, water,
transportation, etc.)	


Networks of
emergency
responders (local/
national)	


Damage assessment	


Revitalization for
affected sectors
(exports, tourism,
agriculture, etc.)	


Hazard monitoring
and forecasting
(GIS, mapping, and
scenario building)	


Education, training
and awareness about
risks and prevention	


Calamity Funds
(national or local
level)	


Shelter facilities
Evacuation plans	


Mobilization of
recovery resources
(public/ multilateral/
insurance)	


Incorporation of
disaster mitigation
components in
reconstruction
activities	


Building and Strengthening National Systems for Disaster Prevention and Response: These systems are an integrated, cross-sectoral network of institutions
addressing all the above phases of risk reduction and disaster recovery. Activities that need support are policy and planning, reform of legal and regulatory framework
coordination mechanisms, strengthening of participating institutions, national action plans for mitigation policies and institutional development.	

	

5

Lawrence Livermore National Laboratory

LLNL-PRES-xxxxxx
§  Multiple hazards!
•  Natural disasters!
•  Technological failures!
•  Human malevolence!
§  Multiple assets/targets!
•  Facilities!
•  Extended infrastructures!
•  Urban-scapes!
§  Multiple consequences!
•  Safety and security!
•  Economics!
•  Societal integrity!
§  Risk management objectives!
•  Save lives and property!
•  Effective resource allocations!
•  Strategies for protection and response!

Lawrence Livermore National Laboratory

6

LLNL-PRES-xxxxxx
Unacceptable Risk

Resources
Options
Technologies

Potential Losses
Operations
Performance

Minimum Risk

Lawrence Livermore National Laboratory

7

LLNL-PRES-xxxxxx
C

Threats

Consequences

Resources
Options
Technologies

C
C

F

Losses
Operations
Performance

Barriers for Safety and Security

Develop protective concepts and management strategies

Lawrence Livermore National Laboratory

8

LLNL-PRES-xxxxxx
§  Establish problem domain, major goals, and organizational

space !

§  Take an inventory of existing capabilities, resources, and

management options !

§  Decision framework: logical relationships of general

management objectives to technical risk!

§  Define management objectives, values and preferences!

§  Determine the risk ʻlandscapeʼ!

Lawrence Livermore National Laboratory

9

LLNL-PRES-xxxxxx
Risk Zone Process

Plant Boundary

Plant Boundary

Road Network

+

Plant Boundary + Road Network

Transmission Lines

+

Plant Boundary + Road Network + Transmission Lines

+

Plant Boundary + Road Network + Transmission Lines + Visibility

+

Plant Boundary + Road Network + Transmission Lines + Visibility + Slope

Visibility

Slope

Lawrence Livermore National Laboratory

10

LLNL-PRES-xxxxxx
RISK ZONE AREAS

Lawrence Livermore National Laboratory

11

LLNL-PRES-xxxxxx
Frequency of Fatalities Due to Man-Caused Events
Framework for hazard detection and
judgment of evidence
Quantitative dominance of PPV and NPV by
low frequency of hazard occurrence
Insensitive to false positive or false negative rates, the number of
false positives will overwhelm the false negatives
as the frequency of hazard decreases
§  For low frequency hazards, a large number of false

positives can lead to ʻcomplacencyʼ!

§  For low frequency hazards, false negatives may be rare

and difficult to detect, but consequences can be
extremely severe!

§  When false positives or negatives are found, structured

tests need to be performed to determine their causes!

§  Dominance of false positives over false negatives argues

that trying to get to ʻzero riskʼ is destabilizing: rather, risk
tradeoffs are inevitable!

§  False positive and false negative rates, and frequency of

hazard are initially uncertain: there must be constant
iteration and feedback among the data and these factors!
These issues entail the importance of the interplay and
feedbacks among data and models to manage
uncertainty

Lawrence Livermore National Laboratory

15

LLNL-PRES-xxxxxx
(NuClean) Risk and Response Management

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(NuClean) Risk and Response Management

  • 1. AIChE Annual Meeting 2013 November 7, 2013 LLNL-PRES-XXXXXX This work was performed under the auspices of the U.S. Department of Energy by Lawrence Livermore National Laboratory under contract DE-AC52-07NA27344. Lawrence Livermore National Security, LLC
  • 2. Lawrence Livermore National Laboratory 2 LLNL-PRES-xxxxxx
  • 3. Risk Analysis Potential Events/Failures Likelihood/Probability Reduce Threats & Vulnerabilities Potential Consequences Mitigate/ Reduce Consequences Response Management Security and Protection Emergency Response/ Consequence Management Risk Reduction: Safety & Security Lawrence Livermore National Laboratory 3 LLNL-PRES-xxxxxx
  • 4. Integrated Approach Pr o Pr tec ev tio en n/ tio n Threat Critical Asset n/ tio se ga iti pon M s Re Lawrence Livermore National Laboratory Consequence 4 LLNL-PRES-xxxxxx
  • 5. KEY ELEMENTS OF RISK MANAGEMENT Planning and Preparation Risk Identification Mitigation Risk Transfer Response and Reconstruction Preparedness Emergency Response Rehabilitation and Reconstruction Hazard assessment (frequency, magnitude and location) Physical/structural mitigation works Insurance/ reinsurance of public infrastructure and private assets Early warning systems. Communication systems Humanitarian assistance Rehabilitation/ reconstruction of damaged critical infrastructure Vulnerability assessment (population and assets exposed) Land-use planning and building codes Financial market instruments (catastrophe bonds, weather-indexed hedge funds) Contingency planning (utility companies/ public services) Clean-up, temporary repairs and restoration services Macroeconomic and budget management (stabilization, protection of social expenditures) Risk assessment (a function of hazard and vulnerability) Economic incentives for pro-mitigation behavior Privatization of public services with safety regulation (energy, water, transportation, etc.) Networks of emergency responders (local/ national) Damage assessment Revitalization for affected sectors (exports, tourism, agriculture, etc.) Hazard monitoring and forecasting (GIS, mapping, and scenario building) Education, training and awareness about risks and prevention Calamity Funds (national or local level) Shelter facilities Evacuation plans Mobilization of recovery resources (public/ multilateral/ insurance) Incorporation of disaster mitigation components in reconstruction activities Building and Strengthening National Systems for Disaster Prevention and Response: These systems are an integrated, cross-sectoral network of institutions addressing all the above phases of risk reduction and disaster recovery. Activities that need support are policy and planning, reform of legal and regulatory framework coordination mechanisms, strengthening of participating institutions, national action plans for mitigation policies and institutional development. 5 Lawrence Livermore National Laboratory LLNL-PRES-xxxxxx
  • 6. §  Multiple hazards! •  Natural disasters! •  Technological failures! •  Human malevolence! §  Multiple assets/targets! •  Facilities! •  Extended infrastructures! •  Urban-scapes! §  Multiple consequences! •  Safety and security! •  Economics! •  Societal integrity! §  Risk management objectives! •  Save lives and property! •  Effective resource allocations! •  Strategies for protection and response! Lawrence Livermore National Laboratory 6 LLNL-PRES-xxxxxx
  • 7. Unacceptable Risk Resources Options Technologies Potential Losses Operations Performance Minimum Risk Lawrence Livermore National Laboratory 7 LLNL-PRES-xxxxxx
  • 8. C Threats Consequences Resources Options Technologies C C F Losses Operations Performance Barriers for Safety and Security Develop protective concepts and management strategies Lawrence Livermore National Laboratory 8 LLNL-PRES-xxxxxx
  • 9. §  Establish problem domain, major goals, and organizational space ! §  Take an inventory of existing capabilities, resources, and management options ! §  Decision framework: logical relationships of general management objectives to technical risk! §  Define management objectives, values and preferences! §  Determine the risk ʻlandscapeʼ! Lawrence Livermore National Laboratory 9 LLNL-PRES-xxxxxx
  • 10. Risk Zone Process Plant Boundary Plant Boundary Road Network + Plant Boundary + Road Network Transmission Lines + Plant Boundary + Road Network + Transmission Lines + Plant Boundary + Road Network + Transmission Lines + Visibility + Plant Boundary + Road Network + Transmission Lines + Visibility + Slope Visibility Slope Lawrence Livermore National Laboratory 10 LLNL-PRES-xxxxxx
  • 11. RISK ZONE AREAS Lawrence Livermore National Laboratory 11 LLNL-PRES-xxxxxx
  • 12. Frequency of Fatalities Due to Man-Caused Events
  • 13. Framework for hazard detection and judgment of evidence
  • 14. Quantitative dominance of PPV and NPV by low frequency of hazard occurrence Insensitive to false positive or false negative rates, the number of false positives will overwhelm the false negatives as the frequency of hazard decreases
  • 15. §  For low frequency hazards, a large number of false positives can lead to ʻcomplacencyʼ! §  For low frequency hazards, false negatives may be rare and difficult to detect, but consequences can be extremely severe! §  When false positives or negatives are found, structured tests need to be performed to determine their causes! §  Dominance of false positives over false negatives argues that trying to get to ʻzero riskʼ is destabilizing: rather, risk tradeoffs are inevitable! §  False positive and false negative rates, and frequency of hazard are initially uncertain: there must be constant iteration and feedback among the data and these factors! These issues entail the importance of the interplay and feedbacks among data and models to manage uncertainty Lawrence Livermore National Laboratory 15 LLNL-PRES-xxxxxx