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www.efectis.com May 2018
QUANTIFICATION OF THE RESILIENCE OF RAILWAY STATION IN CASE
OF PYRO-TERRORISM ACT – RESEARCH PROJECT RE(H)STRAIN
Eric GUILLAUME, Anne THIRY-MULLER, Virginie DRÉAN, Renato MOLE-ANTONIAZZA,
Eddie FAURE, Gildas AUGUIN
May 2018www.efectis.com 2
RESEARCH PROJECT : RE(H)STRAIN
Resilience of the Franco-German High Speed Train Network
Franco-German project
Supported by the French National Agency for Research
(ANR) and by the German Federal Ministry for research
and education
Involving partners from universities, laboratories,
industries
3 years project (2015-2017) – ended december 2017
May 2018www.efectis.com 3
RESEARCH PROJECT : RE(H)STRAIN
LCPP & EFECTIS : WP 4
Objectives:Quantification of the
consequences of terrorist attack, on people, infrastructures & traffic
LCPP + Efectis TATP bomb followed by arson fire on a TGV located inside a station
Development of an engineering method for explosion and arson fire events
Most results of WP 4 are classified for safety reasons
May 2018www.efectis.com 4
CONSEQUENCES OF TERRORIST ATTACKS USING FIRE AND BOMB - METHODOLOGY
Small scale (first burning item)
Seats - numerical (Efectis)
Luggages – experimental (LCPP)
Medium scale (wagon)
Explosions and fires
Closed and broken windows
Evaluation of HRR and risk of propagation to adjacent cars
Large scale (train station)
Explosions and fires
Hot gases and smoke propagation
Thermal flux imparted to structures
Analysis of evacuation
www.efectis.com 5May 2018
TERRORIST ATTACK SCENARIOS.
BOMB ATTACK FOLLOWED BY AN ARSON FIRE IN A PASSENGER
COMPARTMENT
May 2018www.efectis.com 6
FIRE SCENARIOS
TATP bomb followed by an arson fire in a passenger wagon
Evaluation of the fire HRR
Depends on initial conditions:
Ventilation: glass and structure breakage after bomb explosion - linked
with the quantity of explosive
Fire source: first burning item - seat or luggage
Depends on fire development in the compartment and its eventual propagation
to adjacent cars
May 2018www.efectis.com 7
FIRST BURNING ITEMS
Small scale
2 source terms evaluated
Gasoline spread on a seat – numerically
Luggage, with and without gasoline – experimentally
May 2018www.efectis.com 8
FIRE DEVELOPMENT
Medium scale
Numerical analysis with FDS
Fire development in case of :
Seat initially burning
Luggage initially burning
For different conditions of ventilation
Glasses remaining, glass breakage, etc.
For different localisations of the first burning item
Bottom or top coach of a duplex passenger compartment
Middle of the coah or nearby entry for luggage
May 2018www.efectis.com 9
TRAIN IN THE STATION
Large scale
Fire simulations with FDS
Assessment of
Thermal conditions in the platform and station
Heat fluxes on structures
www.efectis.com 10May 2018
THERMAL CONDITIONS IN THE STATION:
CONSEQUENCES OF EXPLOSION FOLLOWED BY AN ARSON FIRE IN A
PASSENGER COMPARTMENT
May 2018www.efectis.com 11
RAILWAY STATION
Representative of a French station for High Speed Train
2 levels underground railway station
G.fl-1 : Concourse + shops
200 × 24 × 7,6 m
G.fl-2 : 2 platforms + 2 rails for TVG duplex
480 × 24 × 8 m
Rail : 9 m width
Platform: 9 m width
Bidirectionnal tunnel – section 60 m²
Bidirectionnal tunnel – section 60 m²
May 2018www.efectis.com 12
NUMERICAL MODELLING
FDS v6
In the station:
Smoke spread (optical density)
Thermal conditions
Toxicity (not presented here)
Acceptability criteria for passengers
Evacuation conditions
Safe Difficult Hard
Temperature (°C) < 40 40 ≤ x < 60 ≥ 60
Optical density (m-1) < 0.1 0.1 ≤ x < 0.2 ≥ 0.2
May 2018www.efectis.com 13
MAIN RESULTS
Hard conditions for passengers in at least one escape route
Stairs & platform < 5 min
Concourse < 7.5 min
www.efectis.com 14May 2018
COMPATIBILITY WITH EVACUATION:
CONSEQUENCES OF EXPLOSION FOLLOWED BY A FIRE IN A PASSENGER
COMPARTMENT
May 2018www.efectis.com 15
EVACUATION ANALYSIS
2 types of approaches evaluated
Determinist : French analytical model GA 23 (French fire regulation)
Evacuation time calculation without fire
Probabilistic : agent based model FDS+EVAC
Evacuation time calculation with fire
Lethality analysis
Exit selection analysis (fire related conditions)
t = 0 min
t = 6.5 min
May 2018www.efectis.com 16
ADVANCED CALCULATION : FDS+EVAC
2 terrorist attack scenarios
•Rucksack bomb
• Suitcase bomb
200 evacuation calculation for each
fire scenario and each set of parameters
total evacuation simulations = 3200 calculations with
FDS + EVAC
8 sets of parameters= behaviour, number of
agent, disabled…
May 2018www.efectis.com 17
ADVANCED CALCULATIONS: MAIN HYPOTHESIS
3 agent profiles
Adults, different levels of disability
3 types of behaviors
Leaders (optimize their evacuation, know the places, station staff)
Followers (don’t know the places, are lost, are shocked)
Standards (first seek out known issues, but may also follow others if
conditions are not conducive to known outcomes)
2 initial numbers of people in the station
Full = 4500 agents
Reduced = 50 % at R-1 and 100% at G.Fl-2 = 2772 agents
Unavailability of some area function of :
temperature or visibility (fire calculation results - FDS)
explosion (explosion calculation results - Autodyn)
Quick pre-movement time of agents (30 to 90 secondes)
Descending escalators neglected
Parametricstudy – 8 datasets
General hypothesis
for all scenarios
May 2018www.efectis.com 18
EVACUATION MAIN RESULTS
Few significant differences between the 8 evacuation datasets and the 2
attack scenarios (explosion / fire)
The impact of all input parameters tested is very limited
What is the most determining in terms of evacuation time is the evacuation of
the G.fl-2 and in particular the exit of the train
Important number of simulations needed to achieve convergence +
significance of dispersion of results?
Exit analysis shows that door selection has significant dispersion
May 2018www.efectis.com 19
EVACUATION MAIN RESULTS
Advanced calculation with FDS+EVAC
Mean evacuation time is +/-16 min
+/- 5 min for the train evacuation (doors opened at 3 min)
Simple analytical calculation
Mean evacuation time is 9.5 min
Difference due to :
Fire/explosion conditions not taken into account in the simple calculation
(exit selection, reduced walking speed)
Equal distribution of people on exits in simple calculation
Train evacuation is not included in simple calculation
www.efectis.com 20May 2018
CONCLUSION
May 2018www.efectis.com 21
SYNTHESIS
Multiscale analysis
With numerical and experimental evaluation of first burning items
New data for luggage fires in semi-confined environment (to be
published)
Advanced calculation with FDS+EVAC
Important number of calculations needed to achieve convergence
Development of specific tools for post treatment of results and
analysis
Need further exploration of FDS+EVAC
www.efectis.com 22May 2018
THANKS FOR YOUR ATTENTION, QUESTION?