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Wir schaffen Wissen – heute für morgen 
Paul Scherrer Institut 
Peter Burgherr & Matteo Spada 
Comparative risk assessment of energy technologies in 
the context of energy security, critical infrastructure 
protection and sustainability 
IDRC Davos 2014 
Davos, Switzerand, 24-28 August 2014 
IDRC Davos, 24-28 August 2014
Content 
• Comparative Risk Assessment in the Energy Sector 
• Energy-Related Severe Accident Database (ENSAD) 
• Technology Performance : Aggregated Risk Indicators 
• Energy Supply Scenarios: Climate Policy vs. Risk Reduction 
Burgherr et al.: Comparative Risk 
Assessment 
• Risk Definitions 
• Case Study Applications 
• Conclusions 
IDRC Davos, 24-28 August 2014 2
• Risk is the potential for realization of unwanted, adverse 
consequences to human life, health, property, or the 
environment. (Society for Risk Analysis) 
• Security Risk: Risk (R) = [ Threat (T) x Vulnerability (V) ] x 
Consequence (C) 
Burgherr et al.: Comparative Risk 
Assessment 
Risk Definitions 
Frequency 
• Classical Risk Formula: Risk (R) = Probability (p) x 
Consequences (C) 
• Estimate likelihoods 
• Estimate impacts 
Consequence 
HIGH 
RISK 
Threat: likelihood that a 
specific accident or attack 
will occur 
(severe accident, terrorist 
attack, vandalism/sabotage, 
theft, hacking, kidnapping / 
assassination) 
IDRC Davos, 24-28 August 2014 3 
Vulnerability: likelihood 
that various types of 
safeguards fail 
(availability, accessibility, 
security, 
importance of target) 
Consequence: magnitude of negative effects in case of accident or successful 
attack 
(fire/explosion, release, casualties, environmental impact, economic impact, national 
security, symbolic effects)
Comparative Risk Assessment 
• Comparative assessment of accident risks is a central aspect in 
a comprehensive evaluation of the performance of energy 
technologies (Fritzsche 1989; Inhaber 2004; Rasmussen 1981) 
• In the past 40 years catastrophic accidents affected the entire 
• Society is often risk averse towards low-probability high-consequence 
events, but at the same time a lack of urgency 
can be observed among the public and decision makers (Garrick, 
2008) 
• No adequate treatment of energy accidents in terms of 
To close this gap, the PSI initiated in the early 1990s 
a long-term research activity, at the core of which is the 
ENergy-related Severe Accident Database (ENSAD) 
Burgherr et al.: Comparative Risk 
Assessment 
energy-related business and industry (Sutton, 2012) 
completeness and data quality (Fritsche, 1992) 
IDRC Davos, 24-28 August 2014 4
Risk Assessment in a Broader Context 
Burgherr et al.: Comparative Risk 
Assessment 
• Adequate supply of energy 
at a reasonable cost (IEA) 
• 4 A’s: availability, acceptability, 
accessibility, affordability 
IDRC Davos, 24-28 August 2014 5 
Burgherr et al., 2014 
• Environment, economy, society 
• Intra- and inter-generational equity 
• Inter-connectedness 
• Inter-dependent 
• Multiple threats 
• Cascading effects
Risk Assessment in a Broader Context 
Burgherr et al.: Comparative Risk 
Assessment 
IDRC Davos, 24-28 August 2014 6 
Burgherr et al., 2014 
- High complexity 
- Many stakeholders 
- Uncertainties 
- Extreme events 
- Tradeoffs 
- Compromises 
- Robust solutions 
- Priority setting 
Multi-Criteria 
Decision Analysis
Overview of Accidents in the Energy Sector 
Burgherr et al.: Comparative Risk 
Assessment 
Lightning struck 
oil storage tank 
Kocaeli earthquake (Tur), 
fire at refinery 
Deepwater Horizon 
(USA) 
IDRC Davos, 24-28 August 2014 7 
Fire/explosion at LNG 
facility (Algeria) 
Prestige, Galicia (Spain) 
Explosion of tapped gasoline 
pipeline, Nigeria 
Silane explosion 
In PV plant 
Wind turbine collapse 
Coal mine explosion 
Refinery fire/explosion 
Gas pipeline 
explosion 
LPG explosion 
Biodiesel plant explosion 
Dam failure 
Induced seismicity 
at geothermal well 
Fukushima
Approach for Comparative Risk Assessment 
• Full energy chains because accidents 
can occur at all stages 
• Evaluation period: ENSAD contains 
accident data for more than four 
decades  1970–2008 (2009-13 to be 
published; 2014 pending) 
• Data normalization to ensure 
comparison across different energy 
chains  GWeyr 
• Regional aggregation at different 
spatial scales 
Burgherr et al.: Comparative Risk 
Assessment 
Burgherr et al. 2013 
IDRC Davos, 24-28 August 2014 8 
 individual countries, country groups
Severe Accident Definition and Consequence 
Indicators 
Burgherr et al.: Comparative Risk 
Assessment 
Risk 
description 
Impact Category ENSAD severity 
IDRC Davos, 24-28 August 2014 9 
threshold 
Consequence 
indicator 
Human 
health 
Fatalities 
Injuries 
≥ 5 
≥ 10 
Fatalities per 
GWeyr 
Injured per GWeyr 
Societal Evacuees 
Food consumption ban 
≥ 200 
yes 
Evacuees per 
GWeyr 
Nominal scale 
Environment 
al 
Release of hydrocarbons 
Land/water contamination 
≥ 10’000 t 
≥ 25 km2 
Tonne per GWeyr 
km2 per GWeyr 
Economic Economic loss ≥ 5 Mio USD 
(2000) 
USD per GWeyr 
Upstream: 
exploration 
and extraction 
Midstream: 
transport and storage 
Downstream: 
refining and distribution 
of products Power generation
Burgherr et al.: Comparative Risk 
Assessment 
Historical Development of ENSAD 
IDRC Davos, 24-28 August 2014 10 
Burgherr et al. 2013
Burgherr et al.: Comparative Risk 
Assessment 
Fatality Risk Indicators 
IDRC Davos, 24-28 August 2014 11 
Burgherr & Hirschberg, 2014 
• Among centralized 
technologies expected 
accident risks are lowest for 
hydro and nuclear in Western 
countries, while fossil chains 
exhibit highest risks. 
• Maximum consequences can 
be by far highest for nuclear 
and hydro, intermediate for 
fossil chains and very small 
for new renewables. 
• Decentralized energy systems 
appear to be less sensitive to 
severe accidents, however, 
current analyses for new 
renewables have limited 
scope and do not include 
probabilistic modeling of 
hypothetical accidents. 
Fatality Rates 
Maximum Consequences
Overall Accident Risk of Different Energy Supply 
Scenarios 
• Achievement of climate policy goals can often as a secondary benefit 
contribute to reductions in overall severe accident risks, however specific 
stakeholder preferences may affect the portfolio of available low-carbon 
technologies. 
• For example, risk aversion could impede the utilization of nuclear as well as 
fossil fuels in combination with carbon capture and storage (CCS) systems. 
• Large-scale deployment of new renewables could be affected due to various 
concerns, such as landscape disturbance, noise or ecological effects for 
wind power, or geopolitical aspects when large renewable capacities are 
Burgherr et al.: Comparative Risk 
installed in less stable regions (e.g. North Africa). 
Assessment 
IDRC Davos, 24-28 August 2014 12 
Burgherr et al., 2012 
EU27 scenarios 2035 (IEA WEO, 
2011): 
• Current Policies: no change in 
actual government policies. 
• New Policies scenario: existing 
policies and declared intentions. 
• 450 Scenario: constraining average 
global temperature increase to 2 
degree C. 
Risk indicators: 
• 6 indicators representing expected 
risk and maximum consequences 
for fatalities, land contamination, 
and tanker spill. 
Exploratory MCDA : 
• Indicator weights from 0 to 1 in 0.1 
steps (2898 stakeholder profiles).
• ENSAD provides a comprehensive and consistent basis of 
accident data for the objective and quantitative analysis of severe 
accident risks for a variety of energy technologies. 
• The evaluation of a broad set of risk indicators is essential 
because stakeholders and decision-makers may focus on 
different aspects of risk (e.g. human health vs. environment) or a 
combination of objectively quantifiable and subjectively perceived 
risk factors. 
• Overall, no technology performs best or worst in all respects, i.e., 
trade-offs and compromises are necessary to ensure a 
sustainable and secure energy supply. 
Burgherr et al.: Comparative Risk 
Assessment 
Conclusions 
• There is no agreed definition of the concept of risk. 
IDRC Davos, 24-28 August 2014 13
IDRC Davos, 24-28 August 2014 Burgherr et al.: Comparative Risk 
Assessment 
Thank you for your attention! 
Paul Scherrer Institut (PSI) 
Laboratory for Energy Systems Analysis (LEA) 
Technology Assessment Group (TAG) 
http://www.psi.ch/ta 
peter.burgherr@psi.ch

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Comparative Risk Assessment of Energy Technologies

  • 1. Wir schaffen Wissen – heute für morgen Paul Scherrer Institut Peter Burgherr & Matteo Spada Comparative risk assessment of energy technologies in the context of energy security, critical infrastructure protection and sustainability IDRC Davos 2014 Davos, Switzerand, 24-28 August 2014 IDRC Davos, 24-28 August 2014
  • 2. Content • Comparative Risk Assessment in the Energy Sector • Energy-Related Severe Accident Database (ENSAD) • Technology Performance : Aggregated Risk Indicators • Energy Supply Scenarios: Climate Policy vs. Risk Reduction Burgherr et al.: Comparative Risk Assessment • Risk Definitions • Case Study Applications • Conclusions IDRC Davos, 24-28 August 2014 2
  • 3. • Risk is the potential for realization of unwanted, adverse consequences to human life, health, property, or the environment. (Society for Risk Analysis) • Security Risk: Risk (R) = [ Threat (T) x Vulnerability (V) ] x Consequence (C) Burgherr et al.: Comparative Risk Assessment Risk Definitions Frequency • Classical Risk Formula: Risk (R) = Probability (p) x Consequences (C) • Estimate likelihoods • Estimate impacts Consequence HIGH RISK Threat: likelihood that a specific accident or attack will occur (severe accident, terrorist attack, vandalism/sabotage, theft, hacking, kidnapping / assassination) IDRC Davos, 24-28 August 2014 3 Vulnerability: likelihood that various types of safeguards fail (availability, accessibility, security, importance of target) Consequence: magnitude of negative effects in case of accident or successful attack (fire/explosion, release, casualties, environmental impact, economic impact, national security, symbolic effects)
  • 4. Comparative Risk Assessment • Comparative assessment of accident risks is a central aspect in a comprehensive evaluation of the performance of energy technologies (Fritzsche 1989; Inhaber 2004; Rasmussen 1981) • In the past 40 years catastrophic accidents affected the entire • Society is often risk averse towards low-probability high-consequence events, but at the same time a lack of urgency can be observed among the public and decision makers (Garrick, 2008) • No adequate treatment of energy accidents in terms of To close this gap, the PSI initiated in the early 1990s a long-term research activity, at the core of which is the ENergy-related Severe Accident Database (ENSAD) Burgherr et al.: Comparative Risk Assessment energy-related business and industry (Sutton, 2012) completeness and data quality (Fritsche, 1992) IDRC Davos, 24-28 August 2014 4
  • 5. Risk Assessment in a Broader Context Burgherr et al.: Comparative Risk Assessment • Adequate supply of energy at a reasonable cost (IEA) • 4 A’s: availability, acceptability, accessibility, affordability IDRC Davos, 24-28 August 2014 5 Burgherr et al., 2014 • Environment, economy, society • Intra- and inter-generational equity • Inter-connectedness • Inter-dependent • Multiple threats • Cascading effects
  • 6. Risk Assessment in a Broader Context Burgherr et al.: Comparative Risk Assessment IDRC Davos, 24-28 August 2014 6 Burgherr et al., 2014 - High complexity - Many stakeholders - Uncertainties - Extreme events - Tradeoffs - Compromises - Robust solutions - Priority setting Multi-Criteria Decision Analysis
  • 7. Overview of Accidents in the Energy Sector Burgherr et al.: Comparative Risk Assessment Lightning struck oil storage tank Kocaeli earthquake (Tur), fire at refinery Deepwater Horizon (USA) IDRC Davos, 24-28 August 2014 7 Fire/explosion at LNG facility (Algeria) Prestige, Galicia (Spain) Explosion of tapped gasoline pipeline, Nigeria Silane explosion In PV plant Wind turbine collapse Coal mine explosion Refinery fire/explosion Gas pipeline explosion LPG explosion Biodiesel plant explosion Dam failure Induced seismicity at geothermal well Fukushima
  • 8. Approach for Comparative Risk Assessment • Full energy chains because accidents can occur at all stages • Evaluation period: ENSAD contains accident data for more than four decades  1970–2008 (2009-13 to be published; 2014 pending) • Data normalization to ensure comparison across different energy chains  GWeyr • Regional aggregation at different spatial scales Burgherr et al.: Comparative Risk Assessment Burgherr et al. 2013 IDRC Davos, 24-28 August 2014 8  individual countries, country groups
  • 9. Severe Accident Definition and Consequence Indicators Burgherr et al.: Comparative Risk Assessment Risk description Impact Category ENSAD severity IDRC Davos, 24-28 August 2014 9 threshold Consequence indicator Human health Fatalities Injuries ≥ 5 ≥ 10 Fatalities per GWeyr Injured per GWeyr Societal Evacuees Food consumption ban ≥ 200 yes Evacuees per GWeyr Nominal scale Environment al Release of hydrocarbons Land/water contamination ≥ 10’000 t ≥ 25 km2 Tonne per GWeyr km2 per GWeyr Economic Economic loss ≥ 5 Mio USD (2000) USD per GWeyr Upstream: exploration and extraction Midstream: transport and storage Downstream: refining and distribution of products Power generation
  • 10. Burgherr et al.: Comparative Risk Assessment Historical Development of ENSAD IDRC Davos, 24-28 August 2014 10 Burgherr et al. 2013
  • 11. Burgherr et al.: Comparative Risk Assessment Fatality Risk Indicators IDRC Davos, 24-28 August 2014 11 Burgherr & Hirschberg, 2014 • Among centralized technologies expected accident risks are lowest for hydro and nuclear in Western countries, while fossil chains exhibit highest risks. • Maximum consequences can be by far highest for nuclear and hydro, intermediate for fossil chains and very small for new renewables. • Decentralized energy systems appear to be less sensitive to severe accidents, however, current analyses for new renewables have limited scope and do not include probabilistic modeling of hypothetical accidents. Fatality Rates Maximum Consequences
  • 12. Overall Accident Risk of Different Energy Supply Scenarios • Achievement of climate policy goals can often as a secondary benefit contribute to reductions in overall severe accident risks, however specific stakeholder preferences may affect the portfolio of available low-carbon technologies. • For example, risk aversion could impede the utilization of nuclear as well as fossil fuels in combination with carbon capture and storage (CCS) systems. • Large-scale deployment of new renewables could be affected due to various concerns, such as landscape disturbance, noise or ecological effects for wind power, or geopolitical aspects when large renewable capacities are Burgherr et al.: Comparative Risk installed in less stable regions (e.g. North Africa). Assessment IDRC Davos, 24-28 August 2014 12 Burgherr et al., 2012 EU27 scenarios 2035 (IEA WEO, 2011): • Current Policies: no change in actual government policies. • New Policies scenario: existing policies and declared intentions. • 450 Scenario: constraining average global temperature increase to 2 degree C. Risk indicators: • 6 indicators representing expected risk and maximum consequences for fatalities, land contamination, and tanker spill. Exploratory MCDA : • Indicator weights from 0 to 1 in 0.1 steps (2898 stakeholder profiles).
  • 13. • ENSAD provides a comprehensive and consistent basis of accident data for the objective and quantitative analysis of severe accident risks for a variety of energy technologies. • The evaluation of a broad set of risk indicators is essential because stakeholders and decision-makers may focus on different aspects of risk (e.g. human health vs. environment) or a combination of objectively quantifiable and subjectively perceived risk factors. • Overall, no technology performs best or worst in all respects, i.e., trade-offs and compromises are necessary to ensure a sustainable and secure energy supply. Burgherr et al.: Comparative Risk Assessment Conclusions • There is no agreed definition of the concept of risk. IDRC Davos, 24-28 August 2014 13
  • 14. IDRC Davos, 24-28 August 2014 Burgherr et al.: Comparative Risk Assessment Thank you for your attention! Paul Scherrer Institut (PSI) Laboratory for Energy Systems Analysis (LEA) Technology Assessment Group (TAG) http://www.psi.ch/ta peter.burgherr@psi.ch

Editor's Notes

  1. 25.08.2014
  2. Within the broader context of energy security, comparative risk assessment comprises a central element of a comprehensive evaluation. Comparative risk assessment at PSI comprises technical failures leading to severe accidents, so called NaTech acccidents as a special category that are triggered by natural events, and intentional actions such as terrorist threat, sabotage, vandalism. For fossil energy chains a large body of historical experience assembled in the database ENSAD is available, and to a lesser extent also for hydropower. For nuclear it is totally different, which is why a simplified level-3 PSA is employed. For new renewables, site-specific hydro and CCS as part of fossil powerplants, a so-called hybrid approach is used, relying on statistics, literature, modeling and expert judgment. Results from all these methodological approaches can then be combined for a comparative technology evaluation.
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