SlideShare una empresa de Scribd logo
1 de 13
Descargar para leer sin conexión
The European Commission’s
science and knowledge service
Joint Research Centre
Modelling complexity and
interdependencies for
improving CI resilience
Georgios Giannopoulos
Directorate E: Space, Security and Migration
Unit E2: Technology Innovation in Security
2
DG JRC Role: facts & figures
• 6 locations in 5 Member States
• 1 500 core research staff, out of
around 3 000 total staff
• Research fellows and visiting
scientists
• 42 lаrge scale research facilities,
more than 110 online databases
• More than 100 economic, bio-
physical and nuclear models
3
Infrastructures are vital for economic growth!
...but have always been threatened by
natural or man-made hazards
4
Legislation
Governance
Cultural gap
Different levels of
maturity
Connecting with existing
infrastructures
Intrinsic
complexity
Awareness Raising
Training
Resilience by design for interconnected CIs
5
Modelling complexity & interdependencies: A
prerequisite to resilience
Modeling, simulation and
analysis tools
Dependencies across countries
Cascading effects across sectors
Complexity
Computational
Cost
6
Modelling interdependencies for optimised
recovery at asset level
Recovered asset
Inoperable asset
7
Interdependency mapping at country/systems
level
• “How much” does my infrastructure (MyI) depends on
others and vice versa, both as a sector and in time?
20%
MyI
on/off
60%
8
The failure and recovery dynamics at systems
level
• Q.1 To what extent, for a given
scenario, is my infrastructure able
to keep functioning? This depends
on the sectors MyI relies upon and
its own resilience measures
• Q.2 How quickly will the recovery
process start and how long will it
take?
• Q.3 Will it start independently of
other infrastructures?
9
Economic impact modelling of CI disruption at
country level
No Critical Infrastructure Economic losses
without inventory
(million €)
Economic losses
with inventory
(million €)
1 Air transport 188.9 188.8
2 Electricity, gas, steam and hot water
supply
614.4 481.3
3 Post & Telecommunications 405.4 395.2
4 Water transport 0.7 0.5
5 Land transport; transport via pipelines 285.1 283.2
6 Financial intermediation, except
insurance and pension funding
187.0 131.1
7 Health and social work 27.0 19.0
8 Household sector/ workforce 544.2 379.7
Total (8 CI’s) 2,252.6 1,878.7
Total (all 36 sectors) 3,357.5 2,319.3
10 20 30 40 50 60 70
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
Time after disruption (in days)
Inoperability
Critical Infrastructure Initial production
inoperability
Recovery time
Air transport 75% 4 weeks/ 28 days
Rail transport 50% 2 months/ 61 days
Road transport 10% 2 months/61 days
Electricity 75% 2 weeks/ 14 days
Telecommunications 75% 2 weeks/ 14 days
10
Cost
Cost
Disruptive
Event
Recovery
Action
Stable
Recovered
State
Disrupted
State
Stable
Original
State
Disrupted
State
Recovery
Action
Stable
Recovered
State
It is all about resisting, adapting, recovering!
…hence reducing the cost of disruptive events.
Functionality
Time
11
Lessons learned
Modelling Interdependencies can help:
• Increase the awareness about the serviceability of
interdependent sectors under critical circumstances
• Identify the criticality of different types of scenarios when
the overall economy is considered
• Foster information sharing relevant to crisis management
among operators
• Sharing of Data and Information - a positive side effect
of modelling
12
The 2nd International workshop on Modelling of
Physical, Economic and Social Systems for Resilience
Assessment
Brussels 14-16 of December 2017
Co-organised by JRC, NIST and Colorado State University
Contact: JRC-Resilience-2017@ec.europa.eu
13
Stay in touch
•EU Science Hub: ec.europa.eu/jrc
•Twitter: @EU_ScienceHub
•Facebook: EU Science Hub - Joint Research Centre
•LinkedIn: Joint Research Centre
•YouTube: EU Science Hub

Más contenido relacionado

Similar a Dr. Georgios Giannopoulos - JRC - 6th OECD Workshop on strategic crisis management

The climate impact of ICT: A review of estimates, trends and regulations (ISM...
The climate impact of ICT: A review of estimates, trends and regulations (ISM...The climate impact of ICT: A review of estimates, trends and regulations (ISM...
The climate impact of ICT: A review of estimates, trends and regulations (ISM...Adrian Friday
 
apidays Paris - Are the providers’ sustainability strategies... sustainable?,...
apidays Paris - Are the providers’ sustainability strategies... sustainable?,...apidays Paris - Are the providers’ sustainability strategies... sustainable?,...
apidays Paris - Are the providers’ sustainability strategies... sustainable?,...apidays
 
Critical Infrastucture Protection - Lorenzo Fiori for CPExpo 2013
Critical Infrastucture Protection - Lorenzo Fiori for CPExpo 2013Critical Infrastucture Protection - Lorenzo Fiori for CPExpo 2013
Critical Infrastucture Protection - Lorenzo Fiori for CPExpo 2013Leonardo
 
Advance CRT Keynote - 10 May 2022 - AJF.pdf
Advance CRT Keynote - 10 May 2022 - AJF.pdfAdvance CRT Keynote - 10 May 2022 - AJF.pdf
Advance CRT Keynote - 10 May 2022 - AJF.pdfAdrian Friday
 
Smartcard Helsinki Public ID conference
Smartcard Helsinki Public ID conferenceSmartcard Helsinki Public ID conference
Smartcard Helsinki Public ID conferenceFilipe Mello
 
Innovation in the Power Systems industry CIGRE
Innovation in the Power Systems industry CIGREInnovation in the Power Systems industry CIGRE
Innovation in the Power Systems industry CIGREPower System Operation
 
Exploring the economic and societal impacts of enabling the rollout of electr...
Exploring the economic and societal impacts of enabling the rollout of electr...Exploring the economic and societal impacts of enabling the rollout of electr...
Exploring the economic and societal impacts of enabling the rollout of electr...DecarboN8
 
Ontario Smart Grid Forum Report
Ontario Smart Grid Forum ReportOntario Smart Grid Forum Report
Ontario Smart Grid Forum ReportMichael Morrison
 
Verbeteren en herbestemmen final
Verbeteren en herbestemmen finalVerbeteren en herbestemmen final
Verbeteren en herbestemmen finalMaterial Design
 
The future is a foreign country
The future is a foreign countryThe future is a foreign country
The future is a foreign countryTelstra
 
Measuring digital development for policy-making: Models, stages, characterist...
Measuring digital development for policy-making: Models, stages, characterist...Measuring digital development for policy-making: Models, stages, characterist...
Measuring digital development for policy-making: Models, stages, characterist...Ismael Peña-López
 
Measuring digital development for policy-making: Models, stages, characterist...
Measuring digital development for policy-making: Models, stages, characterist...Measuring digital development for policy-making: Models, stages, characterist...
Measuring digital development for policy-making: Models, stages, characterist...Ismael Peña-López
 
Economic Development 411 | 2015 | Robert Palter
Economic Development 411 | 2015 | Robert PalterEconomic Development 411 | 2015 | Robert Palter
Economic Development 411 | 2015 | Robert PalterOne Columbus
 
Innovation in the Power Systems industry
Innovation in the Power Systems industryInnovation in the Power Systems industry
Innovation in the Power Systems industryPower System Operation
 
TCI 2014 Visualisation of Linkages in Networked Clusters: Analysis of the ICT...
TCI 2014 Visualisation of Linkages in Networked Clusters: Analysis of the ICT...TCI 2014 Visualisation of Linkages in Networked Clusters: Analysis of the ICT...
TCI 2014 Visualisation of Linkages in Networked Clusters: Analysis of the ICT...TCI Network
 
Citris smarter planet ict and service 20110505 v1
Citris smarter planet ict and service 20110505 v1Citris smarter planet ict and service 20110505 v1
Citris smarter planet ict and service 20110505 v1ISSIP
 
Greenictworkshop2010a
Greenictworkshop2010aGreenictworkshop2010a
Greenictworkshop2010aMagus Zhang
 

Similar a Dr. Georgios Giannopoulos - JRC - 6th OECD Workshop on strategic crisis management (20)

The climate impact of ICT: A review of estimates, trends and regulations (ISM...
The climate impact of ICT: A review of estimates, trends and regulations (ISM...The climate impact of ICT: A review of estimates, trends and regulations (ISM...
The climate impact of ICT: A review of estimates, trends and regulations (ISM...
 
Future Grid Forum: CSIRO Energy Flagship
Future Grid Forum: CSIRO Energy FlagshipFuture Grid Forum: CSIRO Energy Flagship
Future Grid Forum: CSIRO Energy Flagship
 
Future Grid Forum
Future Grid ForumFuture Grid Forum
Future Grid Forum
 
apidays Paris - Are the providers’ sustainability strategies... sustainable?,...
apidays Paris - Are the providers’ sustainability strategies... sustainable?,...apidays Paris - Are the providers’ sustainability strategies... sustainable?,...
apidays Paris - Are the providers’ sustainability strategies... sustainable?,...
 
Critical Infrastucture Protection - Lorenzo Fiori for CPExpo 2013
Critical Infrastucture Protection - Lorenzo Fiori for CPExpo 2013Critical Infrastucture Protection - Lorenzo Fiori for CPExpo 2013
Critical Infrastucture Protection - Lorenzo Fiori for CPExpo 2013
 
Advance CRT Keynote - 10 May 2022 - AJF.pdf
Advance CRT Keynote - 10 May 2022 - AJF.pdfAdvance CRT Keynote - 10 May 2022 - AJF.pdf
Advance CRT Keynote - 10 May 2022 - AJF.pdf
 
Smartcard Helsinki Public ID conference
Smartcard Helsinki Public ID conferenceSmartcard Helsinki Public ID conference
Smartcard Helsinki Public ID conference
 
Innovation in the Power Systems industry CIGRE
Innovation in the Power Systems industry CIGREInnovation in the Power Systems industry CIGRE
Innovation in the Power Systems industry CIGRE
 
H.E. Mr Gita Wirjawan's Keynote Address in the 6th Asia Think Tank Summit
H.E. Mr Gita Wirjawan's Keynote Address in the 6th Asia Think Tank SummitH.E. Mr Gita Wirjawan's Keynote Address in the 6th Asia Think Tank Summit
H.E. Mr Gita Wirjawan's Keynote Address in the 6th Asia Think Tank Summit
 
Exploring the economic and societal impacts of enabling the rollout of electr...
Exploring the economic and societal impacts of enabling the rollout of electr...Exploring the economic and societal impacts of enabling the rollout of electr...
Exploring the economic and societal impacts of enabling the rollout of electr...
 
Ontario Smart Grid Forum Report
Ontario Smart Grid Forum ReportOntario Smart Grid Forum Report
Ontario Smart Grid Forum Report
 
Verbeteren en herbestemmen final
Verbeteren en herbestemmen finalVerbeteren en herbestemmen final
Verbeteren en herbestemmen final
 
The future is a foreign country
The future is a foreign countryThe future is a foreign country
The future is a foreign country
 
Measuring digital development for policy-making: Models, stages, characterist...
Measuring digital development for policy-making: Models, stages, characterist...Measuring digital development for policy-making: Models, stages, characterist...
Measuring digital development for policy-making: Models, stages, characterist...
 
Measuring digital development for policy-making: Models, stages, characterist...
Measuring digital development for policy-making: Models, stages, characterist...Measuring digital development for policy-making: Models, stages, characterist...
Measuring digital development for policy-making: Models, stages, characterist...
 
Economic Development 411 | 2015 | Robert Palter
Economic Development 411 | 2015 | Robert PalterEconomic Development 411 | 2015 | Robert Palter
Economic Development 411 | 2015 | Robert Palter
 
Innovation in the Power Systems industry
Innovation in the Power Systems industryInnovation in the Power Systems industry
Innovation in the Power Systems industry
 
TCI 2014 Visualisation of Linkages in Networked Clusters: Analysis of the ICT...
TCI 2014 Visualisation of Linkages in Networked Clusters: Analysis of the ICT...TCI 2014 Visualisation of Linkages in Networked Clusters: Analysis of the ICT...
TCI 2014 Visualisation of Linkages in Networked Clusters: Analysis of the ICT...
 
Citris smarter planet ict and service 20110505 v1
Citris smarter planet ict and service 20110505 v1Citris smarter planet ict and service 20110505 v1
Citris smarter planet ict and service 20110505 v1
 
Greenictworkshop2010a
Greenictworkshop2010aGreenictworkshop2010a
Greenictworkshop2010a
 

Más de OECD Governance

Public Integrity Indicators Slides
Public Integrity Indicators SlidesPublic Integrity Indicators Slides
Public Integrity Indicators SlidesOECD Governance
 
Summary of the OECD expert meeting: Construction Risk Management in Infrastru...
Summary of the OECD expert meeting: Construction Risk Management in Infrastru...Summary of the OECD expert meeting: Construction Risk Management in Infrastru...
Summary of the OECD expert meeting: Construction Risk Management in Infrastru...OECD Governance
 
Using AI led assurance to deliver projects on time and on budget - D. Amratia...
Using AI led assurance to deliver projects on time and on budget - D. Amratia...Using AI led assurance to deliver projects on time and on budget - D. Amratia...
Using AI led assurance to deliver projects on time and on budget - D. Amratia...OECD Governance
 
ECI in Sweden - A. Kadefors, KTH Royal Institute of Technology, Stockholm (SE)
 ECI in Sweden - A. Kadefors, KTH Royal Institute of Technology, Stockholm (SE) ECI in Sweden - A. Kadefors, KTH Royal Institute of Technology, Stockholm (SE)
ECI in Sweden - A. Kadefors, KTH Royal Institute of Technology, Stockholm (SE)OECD Governance
 
Building Client Capability to Deliver Megaprojects - J. Denicol, professor at...
Building Client Capability to Deliver Megaprojects - J. Denicol, professor at...Building Client Capability to Deliver Megaprojects - J. Denicol, professor at...
Building Client Capability to Deliver Megaprojects - J. Denicol, professor at...OECD Governance
 
Procurement strategy in major infrastructure: The AS-IS and STEPS - D. Makovš...
Procurement strategy in major infrastructure: The AS-IS and STEPS - D. Makovš...Procurement strategy in major infrastructure: The AS-IS and STEPS - D. Makovš...
Procurement strategy in major infrastructure: The AS-IS and STEPS - D. Makovš...OECD Governance
 
Procurement of major infrastructure projects 2017-22 - B. Hasselgren, Senior ...
Procurement of major infrastructure projects 2017-22 - B. Hasselgren, Senior ...Procurement of major infrastructure projects 2017-22 - B. Hasselgren, Senior ...
Procurement of major infrastructure projects 2017-22 - B. Hasselgren, Senior ...OECD Governance
 
ECI Dutch Experience - A. Chao, Partner, Bird&Bird & J. de Koning, Head of Co...
ECI Dutch Experience - A. Chao, Partner, Bird&Bird & J. de Koning, Head of Co...ECI Dutch Experience - A. Chao, Partner, Bird&Bird & J. de Koning, Head of Co...
ECI Dutch Experience - A. Chao, Partner, Bird&Bird & J. de Koning, Head of Co...OECD Governance
 
ECI in Sweden - A. Kadefors, KTH Royal Institute of Technology, Stockholm
ECI in Sweden - A. Kadefors, KTH Royal Institute of Technology, StockholmECI in Sweden - A. Kadefors, KTH Royal Institute of Technology, Stockholm
ECI in Sweden - A. Kadefors, KTH Royal Institute of Technology, StockholmOECD Governance
 
EPEC's perception of market developments - E. Farquharson, Principal Adviser,...
EPEC's perception of market developments - E. Farquharson, Principal Adviser,...EPEC's perception of market developments - E. Farquharson, Principal Adviser,...
EPEC's perception of market developments - E. Farquharson, Principal Adviser,...OECD Governance
 
Geographical scope of the lines in Design and Build - B.Dupuis, Executive Dir...
Geographical scope of the lines in Design and Build - B.Dupuis, Executive Dir...Geographical scope of the lines in Design and Build - B.Dupuis, Executive Dir...
Geographical scope of the lines in Design and Build - B.Dupuis, Executive Dir...OECD Governance
 
Executive Agency of the Dutch Ministry of Infrastructure and Water Management...
Executive Agency of the Dutch Ministry of Infrastructure and Water Management...Executive Agency of the Dutch Ministry of Infrastructure and Water Management...
Executive Agency of the Dutch Ministry of Infrastructure and Water Management...OECD Governance
 
Presentation of OECD Government at a Glance 2023
Presentation of OECD Government at a Glance 2023Presentation of OECD Government at a Glance 2023
Presentation of OECD Government at a Glance 2023OECD Governance
 
The Protection and Promotion of Civic Space: Strengthening Alignment with Int...
The Protection and Promotion of Civic Space: Strengthening Alignment with Int...The Protection and Promotion of Civic Space: Strengthening Alignment with Int...
The Protection and Promotion of Civic Space: Strengthening Alignment with Int...OECD Governance
 
Digital Government Review Türkiye - Assessment and Recommendations
Digital Government Review Türkiye - Assessment and RecommendationsDigital Government Review Türkiye - Assessment and Recommendations
Digital Government Review Türkiye - Assessment and RecommendationsOECD Governance
 
Buliding-Financial-Resilience-to climate-Impacts.pdf
Buliding-Financial-Resilience-to climate-Impacts.pdfBuliding-Financial-Resilience-to climate-Impacts.pdf
Buliding-Financial-Resilience-to climate-Impacts.pdfOECD Governance
 
Session-7-OECD-Strengthening-climate.pptx
Session-7-OECD-Strengthening-climate.pptxSession-7-OECD-Strengthening-climate.pptx
Session-7-OECD-Strengthening-climate.pptxOECD Governance
 
Session-6-Building-Financial-Resilience.pptx
Session-6-Building-Financial-Resilience.pptxSession-6-Building-Financial-Resilience.pptx
Session-6-Building-Financial-Resilience.pptxOECD Governance
 
Session-5-Assurance-on-sustainability-Peter-Welch.pptx
Session-5-Assurance-on-sustainability-Peter-Welch.pptxSession-5-Assurance-on-sustainability-Peter-Welch.pptx
Session-5-Assurance-on-sustainability-Peter-Welch.pptxOECD Governance
 
Session-4-Sovereign-green-bonds-Fatos-Koc.pptx
Session-4-Sovereign-green-bonds-Fatos-Koc.pptxSession-4-Sovereign-green-bonds-Fatos-Koc.pptx
Session-4-Sovereign-green-bonds-Fatos-Koc.pptxOECD Governance
 

Más de OECD Governance (20)

Public Integrity Indicators Slides
Public Integrity Indicators SlidesPublic Integrity Indicators Slides
Public Integrity Indicators Slides
 
Summary of the OECD expert meeting: Construction Risk Management in Infrastru...
Summary of the OECD expert meeting: Construction Risk Management in Infrastru...Summary of the OECD expert meeting: Construction Risk Management in Infrastru...
Summary of the OECD expert meeting: Construction Risk Management in Infrastru...
 
Using AI led assurance to deliver projects on time and on budget - D. Amratia...
Using AI led assurance to deliver projects on time and on budget - D. Amratia...Using AI led assurance to deliver projects on time and on budget - D. Amratia...
Using AI led assurance to deliver projects on time and on budget - D. Amratia...
 
ECI in Sweden - A. Kadefors, KTH Royal Institute of Technology, Stockholm (SE)
 ECI in Sweden - A. Kadefors, KTH Royal Institute of Technology, Stockholm (SE) ECI in Sweden - A. Kadefors, KTH Royal Institute of Technology, Stockholm (SE)
ECI in Sweden - A. Kadefors, KTH Royal Institute of Technology, Stockholm (SE)
 
Building Client Capability to Deliver Megaprojects - J. Denicol, professor at...
Building Client Capability to Deliver Megaprojects - J. Denicol, professor at...Building Client Capability to Deliver Megaprojects - J. Denicol, professor at...
Building Client Capability to Deliver Megaprojects - J. Denicol, professor at...
 
Procurement strategy in major infrastructure: The AS-IS and STEPS - D. Makovš...
Procurement strategy in major infrastructure: The AS-IS and STEPS - D. Makovš...Procurement strategy in major infrastructure: The AS-IS and STEPS - D. Makovš...
Procurement strategy in major infrastructure: The AS-IS and STEPS - D. Makovš...
 
Procurement of major infrastructure projects 2017-22 - B. Hasselgren, Senior ...
Procurement of major infrastructure projects 2017-22 - B. Hasselgren, Senior ...Procurement of major infrastructure projects 2017-22 - B. Hasselgren, Senior ...
Procurement of major infrastructure projects 2017-22 - B. Hasselgren, Senior ...
 
ECI Dutch Experience - A. Chao, Partner, Bird&Bird & J. de Koning, Head of Co...
ECI Dutch Experience - A. Chao, Partner, Bird&Bird & J. de Koning, Head of Co...ECI Dutch Experience - A. Chao, Partner, Bird&Bird & J. de Koning, Head of Co...
ECI Dutch Experience - A. Chao, Partner, Bird&Bird & J. de Koning, Head of Co...
 
ECI in Sweden - A. Kadefors, KTH Royal Institute of Technology, Stockholm
ECI in Sweden - A. Kadefors, KTH Royal Institute of Technology, StockholmECI in Sweden - A. Kadefors, KTH Royal Institute of Technology, Stockholm
ECI in Sweden - A. Kadefors, KTH Royal Institute of Technology, Stockholm
 
EPEC's perception of market developments - E. Farquharson, Principal Adviser,...
EPEC's perception of market developments - E. Farquharson, Principal Adviser,...EPEC's perception of market developments - E. Farquharson, Principal Adviser,...
EPEC's perception of market developments - E. Farquharson, Principal Adviser,...
 
Geographical scope of the lines in Design and Build - B.Dupuis, Executive Dir...
Geographical scope of the lines in Design and Build - B.Dupuis, Executive Dir...Geographical scope of the lines in Design and Build - B.Dupuis, Executive Dir...
Geographical scope of the lines in Design and Build - B.Dupuis, Executive Dir...
 
Executive Agency of the Dutch Ministry of Infrastructure and Water Management...
Executive Agency of the Dutch Ministry of Infrastructure and Water Management...Executive Agency of the Dutch Ministry of Infrastructure and Water Management...
Executive Agency of the Dutch Ministry of Infrastructure and Water Management...
 
Presentation of OECD Government at a Glance 2023
Presentation of OECD Government at a Glance 2023Presentation of OECD Government at a Glance 2023
Presentation of OECD Government at a Glance 2023
 
The Protection and Promotion of Civic Space: Strengthening Alignment with Int...
The Protection and Promotion of Civic Space: Strengthening Alignment with Int...The Protection and Promotion of Civic Space: Strengthening Alignment with Int...
The Protection and Promotion of Civic Space: Strengthening Alignment with Int...
 
Digital Government Review Türkiye - Assessment and Recommendations
Digital Government Review Türkiye - Assessment and RecommendationsDigital Government Review Türkiye - Assessment and Recommendations
Digital Government Review Türkiye - Assessment and Recommendations
 
Buliding-Financial-Resilience-to climate-Impacts.pdf
Buliding-Financial-Resilience-to climate-Impacts.pdfBuliding-Financial-Resilience-to climate-Impacts.pdf
Buliding-Financial-Resilience-to climate-Impacts.pdf
 
Session-7-OECD-Strengthening-climate.pptx
Session-7-OECD-Strengthening-climate.pptxSession-7-OECD-Strengthening-climate.pptx
Session-7-OECD-Strengthening-climate.pptx
 
Session-6-Building-Financial-Resilience.pptx
Session-6-Building-Financial-Resilience.pptxSession-6-Building-Financial-Resilience.pptx
Session-6-Building-Financial-Resilience.pptx
 
Session-5-Assurance-on-sustainability-Peter-Welch.pptx
Session-5-Assurance-on-sustainability-Peter-Welch.pptxSession-5-Assurance-on-sustainability-Peter-Welch.pptx
Session-5-Assurance-on-sustainability-Peter-Welch.pptx
 
Session-4-Sovereign-green-bonds-Fatos-Koc.pptx
Session-4-Sovereign-green-bonds-Fatos-Koc.pptxSession-4-Sovereign-green-bonds-Fatos-Koc.pptx
Session-4-Sovereign-green-bonds-Fatos-Koc.pptx
 

Último

Spring 2024 Issue Punitive and Productive Suffering
Spring 2024 Issue Punitive and Productive SufferingSpring 2024 Issue Punitive and Productive Suffering
Spring 2024 Issue Punitive and Productive Sufferingyalehistoricalreview
 
Competitive Advantage slide deck___.pptx
Competitive Advantage slide deck___.pptxCompetitive Advantage slide deck___.pptx
Competitive Advantage slide deck___.pptxScottMeyers35
 
Coastal Protection Measures in Hulhumale'
Coastal Protection Measures in Hulhumale'Coastal Protection Measures in Hulhumale'
Coastal Protection Measures in Hulhumale'NAP Global Network
 
Call Girls AS Rao Nagar - 8250092165 Our call girls are sure to provide you w...
Call Girls AS Rao Nagar - 8250092165 Our call girls are sure to provide you w...Call Girls AS Rao Nagar - 8250092165 Our call girls are sure to provide you w...
Call Girls AS Rao Nagar - 8250092165 Our call girls are sure to provide you w...kumargunjan9515
 
Cheap Call Girls In Hyderabad Phone No 📞 9352988975 📞 Elite Escort Service Av...
Cheap Call Girls In Hyderabad Phone No 📞 9352988975 📞 Elite Escort Service Av...Cheap Call Girls In Hyderabad Phone No 📞 9352988975 📞 Elite Escort Service Av...
Cheap Call Girls In Hyderabad Phone No 📞 9352988975 📞 Elite Escort Service Av...kajalverma014
 
Bhubaneswar Call Girls Patia 👉👉 9777949614 Top Class Call Girl Service Avai...
Bhubaneswar Call Girls Patia  👉👉 9777949614  Top Class Call Girl Service Avai...Bhubaneswar Call Girls Patia  👉👉 9777949614  Top Class Call Girl Service Avai...
Bhubaneswar Call Girls Patia 👉👉 9777949614 Top Class Call Girl Service Avai...Call Girls Mumbai
 
Genuine Call Girls in Salem 9332606886 HOT & SEXY Models beautiful and charm...
Genuine Call Girls in Salem  9332606886 HOT & SEXY Models beautiful and charm...Genuine Call Girls in Salem  9332606886 HOT & SEXY Models beautiful and charm...
Genuine Call Girls in Salem 9332606886 HOT & SEXY Models beautiful and charm...Sareena Khatun
 
Call Girls Koregaon Park - 8250092165 Our call girls are sure to provide you ...
Call Girls Koregaon Park - 8250092165 Our call girls are sure to provide you ...Call Girls Koregaon Park - 8250092165 Our call girls are sure to provide you ...
Call Girls Koregaon Park - 8250092165 Our call girls are sure to provide you ...Sareena Khatun
 
Call Girls Service Vijayawada {6378878445} ❤️VVIP POOJA Call Girls
Call Girls Service Vijayawada {6378878445} ❤️VVIP POOJA Call GirlsCall Girls Service Vijayawada {6378878445} ❤️VVIP POOJA Call Girls
Call Girls Service Vijayawada {6378878445} ❤️VVIP POOJA Call Girlsvershagrag
 
The NAP process & South-South peer learning
The NAP process & South-South peer learningThe NAP process & South-South peer learning
The NAP process & South-South peer learningNAP Global Network
 
Just Call VIP Call Girls In Bangalore Kr Puram ☎️ 6378878445 Independent Fem...
Just Call VIP Call Girls In  Bangalore Kr Puram ☎️ 6378878445 Independent Fem...Just Call VIP Call Girls In  Bangalore Kr Puram ☎️ 6378878445 Independent Fem...
Just Call VIP Call Girls In Bangalore Kr Puram ☎️ 6378878445 Independent Fem...HyderabadDolls
 
Financing strategies for adaptation. Presentation for CANCC
Financing strategies for adaptation. Presentation for CANCCFinancing strategies for adaptation. Presentation for CANCC
Financing strategies for adaptation. Presentation for CANCCNAP Global Network
 
Call Girls Mehsana / 8250092165 Genuine Call girls with real Photos and Number
Call Girls Mehsana / 8250092165 Genuine Call girls with real Photos and NumberCall Girls Mehsana / 8250092165 Genuine Call girls with real Photos and Number
Call Girls Mehsana / 8250092165 Genuine Call girls with real Photos and NumberSareena Khatun
 
YHRGeorgetown Spring 2024 America should Take Her Share
YHRGeorgetown Spring 2024 America should Take Her ShareYHRGeorgetown Spring 2024 America should Take Her Share
YHRGeorgetown Spring 2024 America should Take Her Shareyalehistoricalreview
 
2024: The FAR, Federal Acquisition Regulations, Part 31
2024: The FAR, Federal Acquisition Regulations, Part 312024: The FAR, Federal Acquisition Regulations, Part 31
2024: The FAR, Federal Acquisition Regulations, Part 31JSchaus & Associates
 
NGO working for orphan children’s education
NGO working for orphan children’s educationNGO working for orphan children’s education
NGO working for orphan children’s educationSERUDS INDIA
 
Top profile Call Girls In Morena [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Morena [ 7014168258 ] Call Me For Genuine Models We...Top profile Call Girls In Morena [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Morena [ 7014168258 ] Call Me For Genuine Models We...gajnagarg
 
Finance strategies for adaptation. Presentation for CANCC
Finance strategies for adaptation. Presentation for CANCCFinance strategies for adaptation. Presentation for CANCC
Finance strategies for adaptation. Presentation for CANCCNAP Global Network
 
Call Girl Service in West Tripura 9332606886Call Girls Advance Cash On Deliv...
Call Girl Service in West Tripura  9332606886Call Girls Advance Cash On Deliv...Call Girl Service in West Tripura  9332606886Call Girls Advance Cash On Deliv...
Call Girl Service in West Tripura 9332606886Call Girls Advance Cash On Deliv...ruksarkahn825
 

Último (20)

Spring 2024 Issue Punitive and Productive Suffering
Spring 2024 Issue Punitive and Productive SufferingSpring 2024 Issue Punitive and Productive Suffering
Spring 2024 Issue Punitive and Productive Suffering
 
Competitive Advantage slide deck___.pptx
Competitive Advantage slide deck___.pptxCompetitive Advantage slide deck___.pptx
Competitive Advantage slide deck___.pptx
 
Coastal Protection Measures in Hulhumale'
Coastal Protection Measures in Hulhumale'Coastal Protection Measures in Hulhumale'
Coastal Protection Measures in Hulhumale'
 
Call Girls AS Rao Nagar - 8250092165 Our call girls are sure to provide you w...
Call Girls AS Rao Nagar - 8250092165 Our call girls are sure to provide you w...Call Girls AS Rao Nagar - 8250092165 Our call girls are sure to provide you w...
Call Girls AS Rao Nagar - 8250092165 Our call girls are sure to provide you w...
 
Cheap Call Girls In Hyderabad Phone No 📞 9352988975 📞 Elite Escort Service Av...
Cheap Call Girls In Hyderabad Phone No 📞 9352988975 📞 Elite Escort Service Av...Cheap Call Girls In Hyderabad Phone No 📞 9352988975 📞 Elite Escort Service Av...
Cheap Call Girls In Hyderabad Phone No 📞 9352988975 📞 Elite Escort Service Av...
 
Bhubaneswar Call Girls Patia 👉👉 9777949614 Top Class Call Girl Service Avai...
Bhubaneswar Call Girls Patia  👉👉 9777949614  Top Class Call Girl Service Avai...Bhubaneswar Call Girls Patia  👉👉 9777949614  Top Class Call Girl Service Avai...
Bhubaneswar Call Girls Patia 👉👉 9777949614 Top Class Call Girl Service Avai...
 
Genuine Call Girls in Salem 9332606886 HOT & SEXY Models beautiful and charm...
Genuine Call Girls in Salem  9332606886 HOT & SEXY Models beautiful and charm...Genuine Call Girls in Salem  9332606886 HOT & SEXY Models beautiful and charm...
Genuine Call Girls in Salem 9332606886 HOT & SEXY Models beautiful and charm...
 
Call Girls Koregaon Park - 8250092165 Our call girls are sure to provide you ...
Call Girls Koregaon Park - 8250092165 Our call girls are sure to provide you ...Call Girls Koregaon Park - 8250092165 Our call girls are sure to provide you ...
Call Girls Koregaon Park - 8250092165 Our call girls are sure to provide you ...
 
Call Girls Service Vijayawada {6378878445} ❤️VVIP POOJA Call Girls
Call Girls Service Vijayawada {6378878445} ❤️VVIP POOJA Call GirlsCall Girls Service Vijayawada {6378878445} ❤️VVIP POOJA Call Girls
Call Girls Service Vijayawada {6378878445} ❤️VVIP POOJA Call Girls
 
The NAP process & South-South peer learning
The NAP process & South-South peer learningThe NAP process & South-South peer learning
The NAP process & South-South peer learning
 
AHMR volume 10 number 1 January-April 2024
AHMR volume 10 number 1 January-April 2024AHMR volume 10 number 1 January-April 2024
AHMR volume 10 number 1 January-April 2024
 
Just Call VIP Call Girls In Bangalore Kr Puram ☎️ 6378878445 Independent Fem...
Just Call VIP Call Girls In  Bangalore Kr Puram ☎️ 6378878445 Independent Fem...Just Call VIP Call Girls In  Bangalore Kr Puram ☎️ 6378878445 Independent Fem...
Just Call VIP Call Girls In Bangalore Kr Puram ☎️ 6378878445 Independent Fem...
 
Financing strategies for adaptation. Presentation for CANCC
Financing strategies for adaptation. Presentation for CANCCFinancing strategies for adaptation. Presentation for CANCC
Financing strategies for adaptation. Presentation for CANCC
 
Call Girls Mehsana / 8250092165 Genuine Call girls with real Photos and Number
Call Girls Mehsana / 8250092165 Genuine Call girls with real Photos and NumberCall Girls Mehsana / 8250092165 Genuine Call girls with real Photos and Number
Call Girls Mehsana / 8250092165 Genuine Call girls with real Photos and Number
 
YHRGeorgetown Spring 2024 America should Take Her Share
YHRGeorgetown Spring 2024 America should Take Her ShareYHRGeorgetown Spring 2024 America should Take Her Share
YHRGeorgetown Spring 2024 America should Take Her Share
 
2024: The FAR, Federal Acquisition Regulations, Part 31
2024: The FAR, Federal Acquisition Regulations, Part 312024: The FAR, Federal Acquisition Regulations, Part 31
2024: The FAR, Federal Acquisition Regulations, Part 31
 
NGO working for orphan children’s education
NGO working for orphan children’s educationNGO working for orphan children’s education
NGO working for orphan children’s education
 
Top profile Call Girls In Morena [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Morena [ 7014168258 ] Call Me For Genuine Models We...Top profile Call Girls In Morena [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Morena [ 7014168258 ] Call Me For Genuine Models We...
 
Finance strategies for adaptation. Presentation for CANCC
Finance strategies for adaptation. Presentation for CANCCFinance strategies for adaptation. Presentation for CANCC
Finance strategies for adaptation. Presentation for CANCC
 
Call Girl Service in West Tripura 9332606886Call Girls Advance Cash On Deliv...
Call Girl Service in West Tripura  9332606886Call Girls Advance Cash On Deliv...Call Girl Service in West Tripura  9332606886Call Girls Advance Cash On Deliv...
Call Girl Service in West Tripura 9332606886Call Girls Advance Cash On Deliv...
 

Dr. Georgios Giannopoulos - JRC - 6th OECD Workshop on strategic crisis management

  • 1. The European Commission’s science and knowledge service Joint Research Centre Modelling complexity and interdependencies for improving CI resilience Georgios Giannopoulos Directorate E: Space, Security and Migration Unit E2: Technology Innovation in Security
  • 2. 2 DG JRC Role: facts & figures • 6 locations in 5 Member States • 1 500 core research staff, out of around 3 000 total staff • Research fellows and visiting scientists • 42 lаrge scale research facilities, more than 110 online databases • More than 100 economic, bio- physical and nuclear models
  • 3. 3 Infrastructures are vital for economic growth! ...but have always been threatened by natural or man-made hazards
  • 4. 4 Legislation Governance Cultural gap Different levels of maturity Connecting with existing infrastructures Intrinsic complexity Awareness Raising Training Resilience by design for interconnected CIs
  • 5. 5 Modelling complexity & interdependencies: A prerequisite to resilience Modeling, simulation and analysis tools Dependencies across countries Cascading effects across sectors Complexity Computational Cost
  • 6. 6 Modelling interdependencies for optimised recovery at asset level Recovered asset Inoperable asset
  • 7. 7 Interdependency mapping at country/systems level • “How much” does my infrastructure (MyI) depends on others and vice versa, both as a sector and in time? 20% MyI on/off 60%
  • 8. 8 The failure and recovery dynamics at systems level • Q.1 To what extent, for a given scenario, is my infrastructure able to keep functioning? This depends on the sectors MyI relies upon and its own resilience measures • Q.2 How quickly will the recovery process start and how long will it take? • Q.3 Will it start independently of other infrastructures?
  • 9. 9 Economic impact modelling of CI disruption at country level No Critical Infrastructure Economic losses without inventory (million €) Economic losses with inventory (million €) 1 Air transport 188.9 188.8 2 Electricity, gas, steam and hot water supply 614.4 481.3 3 Post & Telecommunications 405.4 395.2 4 Water transport 0.7 0.5 5 Land transport; transport via pipelines 285.1 283.2 6 Financial intermediation, except insurance and pension funding 187.0 131.1 7 Health and social work 27.0 19.0 8 Household sector/ workforce 544.2 379.7 Total (8 CI’s) 2,252.6 1,878.7 Total (all 36 sectors) 3,357.5 2,319.3 10 20 30 40 50 60 70 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 Time after disruption (in days) Inoperability Critical Infrastructure Initial production inoperability Recovery time Air transport 75% 4 weeks/ 28 days Rail transport 50% 2 months/ 61 days Road transport 10% 2 months/61 days Electricity 75% 2 weeks/ 14 days Telecommunications 75% 2 weeks/ 14 days
  • 11. 11 Lessons learned Modelling Interdependencies can help: • Increase the awareness about the serviceability of interdependent sectors under critical circumstances • Identify the criticality of different types of scenarios when the overall economy is considered • Foster information sharing relevant to crisis management among operators • Sharing of Data and Information - a positive side effect of modelling
  • 12. 12 The 2nd International workshop on Modelling of Physical, Economic and Social Systems for Resilience Assessment Brussels 14-16 of December 2017 Co-organised by JRC, NIST and Colorado State University Contact: JRC-Resilience-2017@ec.europa.eu
  • 13. 13 Stay in touch •EU Science Hub: ec.europa.eu/jrc •Twitter: @EU_ScienceHub •Facebook: EU Science Hub - Joint Research Centre •LinkedIn: Joint Research Centre •YouTube: EU Science Hub