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Analysis of the 7/7 London Terrorist
Bombing Using BREEZE ExDAM
Friedrich STEINHÄUSLER, Thomas WILFLINGER, MaximilianKIEFEL -
University of Salzburg
Presented by the University of Salzburg at the
2nd Wound Ballistics Symposium on August 20, 2013.
BRIDGING	
  	
  
Resources	
  and	
  Agencies	
  in	
  Large-­‐Scale	
  Emergency	
  Management	
  	
  
	
  	
  
EU	
  FP7	
  Collabora-ve	
  Project	
  
SEC-­‐2010.4.2-­‐1:	
  Interoperability	
  of	
  data,	
  systems,	
  	
  tools	
  and	
  equipment	
  
www.sec-­‐bridge.eu	
  
USING	
  REAL	
  DATA	
  FOR	
  VALIDATION	
  OF	
  3D	
  
INJURY	
  MODELLING	
  
Defence Academy, Shrivenham
Friedrich	
  STEINHÄUSLER,	
  Thomas	
  WILFLINGER	
  and	
  
MaximilianKIEFEL	
  	
  
University	
  of	
  Salzburg	
  (PLUS)	
  
Department	
  of	
  Materials	
  Engineering	
  and	
  Physics	
  
Division	
  of	
  Physics	
  and	
  Biophysics	
  
Salzburg,	
  Austria	
  
2	
  
BRIDGE	
  Exploita-on	
  Mee-ng,	
  Shrivenham,	
  
20	
  August	
  2013	
  
Hasu	
  PATEL*	
  and	
  Steve	
  DRYDEN**	
  
*St.	
  Bartholomew’s	
  and	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  
the	
  Royal	
  London	
  Hospitals	
  
**	
  UK	
  Metropolitan	
  Police,	
  London,	
  UK	
  
London,	
  United	
  Kingdom	
  	
  
Topics
1.  The	
  BRIDGE-­‐Project	
  
2.  Blast	
  Simula-on	
  
3.  Evalua-on	
  of	
  Simula-on-­‐Results	
  
4.  Reconstruc-on	
  of	
  Pre-­‐blast	
  posi-ons	
  
	
  Tube	
  Sta-ons	
  -­‐	
  Aldgate	
  and	
  Edgware	
  Road	
  
5. 	
  Modelling	
  results	
  
6.  Open	
  issues	
  
7.  Future	
  ac-vi-es	
  
3	
  
4	
  
1. The BRIDGE-project
1. The BRIDGE-project
5	
  
BRIDGE-Consortium
6	
  
Responsibilities of the Paris-Lodron
University of Salzburg (PLUS)
7	
  
Ø WP 3 Simulation of scenarios
Ø Setting up a Critical-Infrastructure library
Ø Validation and optimization of existing codes
Ø WP 13 Dissemination and standardisation
Ø Concept Case: Advanced Situation Awareness
Ø UAV – Flying Sensor platform
Ø Expert system
Ø Modelling package
Objectives:
Ø Test	
  of	
  EXDAM	
  -­‐	
  HEXDAM/VEXDAM	
  from	
  the	
  
perspec-ve	
  of	
  an	
  end-­‐user	
  
Ø Iden-fica-on	
  of	
  inherent	
  modelling	
  strengths	
  
and	
  limita-ons	
  	
  
Ø Development	
  of	
  an	
  op-miza-on	
  method,	
  	
  	
  	
  
based	
  on	
  clinical	
  and	
  forensic	
  data	
  of	
  the	
  	
  
vic-ms	
  of	
  London	
  7/7	
  suicide	
  afacks	
  
8	
  
2. Blast simulation
9	
  
Methodology
	
  	
  
Ø 	
  Blast	
  simula-on	
  considers	
  first-­‐order-­‐	
  	
  
	
  effects	
  of	
  a	
  pressure	
  wave	
  on	
  materials	
  
	
  
Ø 	
  Physical	
  injuries	
  are	
  expressed	
  as	
  damage	
  of	
  
	
  material	
  as	
  a	
  percentage	
  of	
  total	
  damage	
  
10	
  
Methodology (cont.)
	
  	
  
Ø 	
  Degree	
  of	
  damage	
  depends	
  on	
  the	
  	
  
	
  sensi-vity	
  of	
  the	
  par-cular	
  material	
  
	
  
Ø 	
  Modelled	
  situa-on	
  is	
  sta:c,	
  i.e.	
  objects	
  
	
  remain	
  fixed	
  in	
  pre-­‐defined	
  loca-ons	
  which	
  
	
  excludes	
  an	
  explicit	
  calcula-on	
  of	
  higher-­‐	
  
	
  order	
  effects 	
  	
  
11	
  
UK – Data on injuries of victims
12	
  
1.  A	
  detailed	
  list	
  is	
  a	
  available	
  from	
  the	
  UK:	
  Approximately	
  
400	
  	
  injuries	
  of	
  the	
  blast	
  wave	
  registered	
  +	
  about	
  200	
  
addi-onal,	
  non-­‐blast	
  related	
  injuries	
  
2.  PLUS-­‐modelling	
  results	
  predict	
  more	
  injuries	
  (mostly	
  small	
  
injuries,	
  up	
  to	
  500)	
  
3.  UK	
  data	
  on	
  loca-on	
  of	
  foreign	
  body	
  fragments,	
  not	
  
considered	
  in	
  PLUS-­‐modelling	
  
	
  
UK-technical details on train materials and construction
13	
  
UK-technical details on train materials and construction
14	
  
UK-technical details on train materials and construction
15	
  
Load carrying
structures preserved
Most windows
destroyed
PLUS-modelling of blast induced damage to train tunnel-
system
16	
  
PLUS-modelling results:
1. Explosive amount needed
for major destruction
of tunnel structure: more than
250 kg TNT-equivalent
2. Only the signal and voltage cables
maybe damaged
by a large suitcase bomb
PLUS modelling on explosive amount
17	
  
1.  Amount of explosive
not exactly known by
UK-authorities
2.  PLUS-simulations
most successful
assuming 0.8-1.1 kg
TNT-equivalent
PLUS simulations of the incident at Kings-
cross
18	
  
1.  About	
  50	
  simula-ons:	
  Different	
  loca-on	
  of	
  explosive;	
  
changes	
  in	
  explosive	
  yield	
  
2.  Addi-onal	
  simula-ons:	
  Impact	
  of	
  structural	
  elements	
  
3.  Verifica-on	
  of	
  approximately	
  400	
  injuries	
  taken	
  from	
  UK	
  
data	
  
4.  Verifica-on	
  of	
  posi-on	
  of	
  vic-ms	
  from	
  UK-­‐photography	
  
	
  
Methodology
PLUS: Carriage 1 with 80 passengers
19	
  
PLUS: Blast wave expansion
20	
  
PLUS: Exterior blast damage to carriage
21	
  
22	
  
Real blast damage to carriage
Exact Location of persons inside
23	
  
PLUS: Impact on passengers at
2 m – 13 m from bomb
24	
  
PLUS: Impact on passengers at
0 m – 2 m from bomb
25	
  
PLUS: Total blast-induced destruction of
lower extremities
26	
  
PLUS: Corroboration of impact on
passengers for various bomb sizes
27	
  
Amount	
  of	
  
explosive	
  
Number	
  of	
  
Dead	
  
Severly	
  injured	
   Number	
  of	
  
Injuries	
  
Comments	
  
0.5	
  kg	
  TNT	
   11-­‐18	
   20-­‐35	
   220-­‐285	
   Range	
  
dependent	
  on	
  
exact	
  bomb	
  
locaPon	
  
	
  
	
  
	
  
Most	
  probable	
  
amount	
  of	
  
explosives	
  
0.8	
  kg	
  TNT	
   17-­‐25	
   24-­‐40	
   235-­‐300	
  
1	
  kg	
  TNT	
   18-­‐27	
   30-­‐45	
   250-­‐375	
  
1.1	
  kg	
  TNT	
   22-­‐28	
   35-­‐50	
   305-­‐455	
  
1.5	
  kg	
  TNT	
   25-­‐32	
   37-­‐53	
   355-­‐500	
  
2	
  kg	
  TNT	
   30-­‐37	
   41-­‐50	
   420-­‐585	
  
Reality	
   26	
   41	
   Approx.:	
  400	
  
Blast Simulation: Onset of explosion (Example)
28	
  
Blast Simulation: Propagation of wave
(Example)
29	
  
Blast Simulation: Resulting injuries (Example)
30	
  
14%	
  
86%	
  
62%	
  
33%	
  
15%	
  
81%	
  
36%	
  
23%	
  
40%	
  
13%	
  
10%	
  
93%	
  
Practical Application of Results
	
  	
  
Ø 	
  Model	
  does	
  not	
  provide	
  any	
  informa-on	
  about	
  the	
  	
  	
  	
  	
  	
  	
  	
  
health	
  status	
  of	
  a	
  person	
  
	
  
Ø 	
  PLUS	
  uses	
  modelling	
  results	
  from	
  triage	
  	
  category	
  of	
  
vic-ms:	
  
	
   	
  +	
  Uninjured	
  	
  
	
   	
  +	
  Injured	
  (slight,	
  moderate,	
  severe)	
  
	
   	
  +	
  Dead	
  (fatal	
  injury)	
  
	
  
31	
  
Categorization of victims
T-­‐Status	
   ISS	
   P-­‐Status	
   CondiPon	
  
T3	
   1-­‐9	
   P3	
   Walking	
  
wounded	
  
T2	
   10-­‐17	
   P2	
   Needs	
  surgery	
  
T1	
   18-­‐49	
   P1	
   Seriously	
  
Injured	
  
T4	
   50-­‐74	
   P1	
   Will	
  unlikely	
  
reach	
  hospital	
  
alive	
  
Dead	
   75	
   P4	
   Dead	
  
32	
  
33	
  
3. Evaluation of simulation results
Evaluation of simulation results
	
  
	
  
	
  
34	
  
ExternalInternal
Upper half Lower half
Evaluation of simulation results
Ø 	
  PLUS	
  pre-­‐defined	
  Injury	
  Categories	
  
	
  
	
  
35	
  
Head Neck	
   Chest Abdomen Upper	
  Ext. Lower	
  Ext.
internal internal upper	
  half upper	
  half
Slight 1%	
  -­‐	
  10% 1%	
  -­‐	
  55% 1%	
  -­‐	
  10% 1%	
  -­‐	
  10% 1%	
  -­‐	
  20% 1%	
  -­‐	
  20%
Moderate 11%	
  -­‐	
  20% 56%	
  -­‐	
  60% 11%	
  -­‐	
  30% 11%	
  -­‐	
  30% 21%	
  -­‐	
  50% 21%	
  -­‐	
  45%
Severe 21%	
  -­‐	
  30% 61%	
  -­‐	
  85% 31%	
  -­‐	
  50% 31%	
  -­‐	
  50% 51%	
  -­‐	
  75% 46%	
  -­‐	
  80%
Fatal 31%	
  -­‐	
  100% 86%	
  -­‐	
  100 51%	
  -­‐	
  100% 51%	
  -­‐	
  100% 76%	
  -­‐	
  100% 81%	
  -­‐	
  100%
external external lower	
  half lower	
  half
Slight 1%	
  -­‐	
  25% 1%	
  -­‐	
  25% 1%	
  -­‐	
  30% 1%	
  -­‐	
  30%
Moderate 26%	
  -­‐	
  50% 26%	
  -­‐	
  50% 31%	
  -­‐	
  60%	
  	
  	
   31%	
  -­‐	
  60%
Severe 51%	
  -­‐	
  75% 51%	
  -­‐	
  75% 61%	
  -­‐	
  100% 61%	
  -­‐	
  100%
Fatal 76%	
  -­‐	
  100% 76%	
  -­‐	
  100%
Injury	
  evaluation	
  table
Categorization of injuries
36	
  
Uninjured	
   No	
  injuries	
  
Slightly	
  injured	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  (T3)	
   At	
  least	
  one	
  slight	
  injury	
  
Moderately	
  injured	
  	
  (T2)	
   At	
  least	
  one	
  moderate	
  injury	
  
Severly	
  injured	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  (T1)	
   At	
  least	
  one	
  severe	
  injury	
  
Dead	
   At	
  least	
  three	
  severe	
  injuries	
  
or	
  at	
  least	
  one	
  fatal	
  injury	
  
A	
  blast	
  vic-m	
  is	
  defined	
  as:	
  	
  
	
  
Application of injury categorization to
modelling example
37	
  
Head Neck	
   Chest Abdomen Upper	
  Ext. Lower	
  Ext.
inside inside inside inside
Slight 1%	
  -­‐	
  10% 1%	
  -­‐	
  55% 1%	
  -­‐	
  10% 1%	
  -­‐	
  10% 1%	
  -­‐	
  20% 1%	
  -­‐	
  20%
Moderate 11%	
  -­‐	
  20% 56%	
  -­‐	
  60% 11%	
  -­‐	
  30% 11%	
  -­‐	
  30% 21%	
  -­‐	
  50% 21%	
  -­‐	
  45%
Severe 21%	
  -­‐	
  30% 61%	
  -­‐	
  85% 31%	
  -­‐	
  50% 31%	
  -­‐	
  50% 51%	
  -­‐	
  75% 46%	
  -­‐	
  80%
Fatal 31%	
  -­‐	
  100% 86%	
  -­‐	
  100 51%	
  -­‐	
  100% 51%	
  -­‐	
  100% 76%	
  -­‐	
  100% 81%	
  -­‐	
  100%
outside outside outside outside
Slight 1%	
  -­‐	
  25% 1%	
  -­‐	
  25% 1%	
  -­‐	
  30% 1%	
  -­‐	
  30%
Moderate 26%	
  -­‐	
  50% 26%	
  -­‐	
  50% 31%	
  -­‐	
  60%	
  	
  	
   31%	
  -­‐	
  60%
Severe 51%	
  -­‐	
  75% 51%	
  -­‐	
  75% 61%	
  -­‐	
  100% 61%	
  -­‐	
  100%
Fatal 76%	
  -­‐	
  100% 76%	
  -­‐	
  100%
Injury	
  evaluation	
  table14%	
  
62%	
  
15%	
  
81%	
  
36%	
  
40%	
  
13%	
  
93%	
  
Sample victim: Several severe and fatal injuries
38	
  
14%	
  
62%	
  
15%	
  
81%	
  
36%	
  
40%	
  
13%	
  
93%	
  
Significant	
  injuries	
  
Result:	
  Deceased	
  
4. Reconstruction of pre-blast
situation:
Tube Stations Aldgate and
Edgware Road
39	
  
Modelling of pre-blast situation at Aldgate
station based on forensic data
40	
  
Modelling of pre-blast situation at Edgware
Road station based on forensic data
41	
  
5. Modelling Results
42	
  
BRIDGE	
  Exploita-on	
  Mee-ng,	
  Shrivenham,	
  
20	
  August	
  2013	
  
Corroboration of modelling results
with clinical data
43	
  
Person Significant	
  injuries	
  (Model) Model Reality Person Significant	
  injuries	
  (Model) Model Reality
A Chest,	
  Abdomen T2 T3 7 Lower	
  Ext T3 T3
B Uninjured Uninjured 8 Lower	
  Ext T3 T3
C Chest,	
  Abdomen T2 T3 10 Chest,	
  Abdomen T2 T3
D Chest,	
  Abdomen T2 T3 11 Lower	
  Ext T3 T3
E Chest,	
  Abdomen T2 T3 12 Chest T2 T2
F Chest,	
  Abdomen T2 T3 14 Chest,	
  Abdomen Dead Dead
G Abdomen	
   T2 T3 16 Chest Dead T1
H Chest T2 T2 17 	
  Lower	
  Ext. T1 T1
I Chest T2 T3 18 Lower	
  Ext. T1 T1
J Chest Dead Dead 19 Chest,	
  Lower	
  Ext. T1 T3
K Chest Dead Dead 20 Lower	
  Ext T1 T3
L Chest Dead Dead 21 Chest,	
  Lower	
  Ext. T2 T3
M Chest,	
  Abdomen Dead Dead 22 Chest	
   T2 T3
N Chest Dead Dead 24 Chest	
   T2 T3
O Lower	
  Ext T1 T1 25 Chest	
   T2 T3
P Chest Dead Dead 26 Chest,	
  Abdomen T2 T3
1 Lower	
  Ext T3 T3 27 Neck T3 Uninjured
2 Lower	
  Ext T3 T3 29 Neck T3 Uninjured
3 Lower	
  Ext T3 T3 30 Uninjured Uninjured
4 Lower	
  Ext T3 T3 31 Lower	
  Ext T3 Uninjured
6 Lower	
  Ext T3 T3 32 Lower	
  Ext T3 T3
Aldgate
Corroboration of modelling results with clinical
data (cont.)
44	
  
Person Significant	
  injuries	
  (Model) Model Reality Person Significant	
  injuries	
  (Model) Model Reality
A Chest Dead Dead 5 Chest Dead Dead
B Chest,	
  Abdomen Dead Dead 7 Neck,	
  Chest,	
  Abdomen,	
  Lower	
  Ext. T2 T3
C Head Dead Dead 9 Neck,	
  Chest,	
  Abdomen,	
  Lower	
  Ext. T2 T2
D Head,	
  Chest,	
  Abdomen Dead Dead 10 Chest T2 T3
E Chest,	
  Lower	
  Ext. T1 T3 11 Chest,	
  Abdomen T3 T3
F Chest Dead Dead 13 Chest,	
  Abdomen T3 T3
G Abdomen,	
  Upper	
  Ext.,	
  Lower	
  Ext. T1	
  or	
  Dead Dead 14 Neck,	
  Lower	
  Ext. T3 T3
H Neck,	
  Abdomen,	
  Upper	
  Ext.,	
  Lower	
  Ext. T1	
  or	
  Dead T1 15 	
  Lower	
  Ext. T3 T3
I Chest,	
  Abdomen T3 T3 19 Neck,	
  Lower	
  Ext. T3 T3
J Chest,	
  Abdomen T3 T3 21 Neck,	
  Chest,	
  Abdomen T3 T3
K Lower	
  Ext T3 T3 22 Lower	
  Ext T3 T3
L Neck,	
  Chest,	
  Abdomen T3 T3 23 Neck,	
  Lower	
  Ext. T3 T3
M Chest,	
  Abdomen T3 T3 24 Neck,	
  Chest T2 T3
N Chest,	
  Abdomen T3 Uninjured 25 Neck,	
  Chest,	
  Lower	
  Ext. T2 T3
O Uninjured T3 26 Chest,	
  Abdomen,	
  Lower	
  Ext. T1 T1
P Chest,	
  Abdomen T3 T3 31 Neck,	
  Chest T3 T3
Q Chest,	
  Abdomen T3 T3 32 Lower	
  Ext T3 T3
1 Neck,	
  Chest,	
  Abdomen T3 T3
2 Neck,	
  Chest,	
  Abdomen T3 T3
3 Lower	
  Ext T1	
  or	
  T2 T2
4 Neck,	
  Chest,	
  Lower	
  Ext. T1	
  or	
  Dead T3
Edgware	
  road
6. Open issues
45	
  
Open issues
46	
  
Ø  Inadequate	
  pre-­‐defined	
  sensi-vi-es	
  in	
  
the	
  HEXDAM	
  model:	
  	
  
e.g.	
  neck	
  is	
  oversensi-ve,	
  while	
  head	
  
is	
  not	
  sensi-ve	
  enough	
  	
  
	
  
Ø  PLUS	
  Evalua-on	
  Table	
  needs	
  to	
  be	
  
adapted	
  aner	
  correc-ng	
  the	
  sensi-vi-es	
  
Outliers
47	
  
Person Significant	
  injuries	
  (Model) Model Reality
E Chest,	
  Lower	
  Ext. T1 T3
Edgware	
  road
Remark:	
  Person	
  E	
  is	
  iden-cal	
  with	
  person	
  K	
  by	
  name	
  !	
  
Outliers
48	
  
Remark:	
  Why	
  is	
  person	
  4	
  not	
  even	
  similarly	
  injured	
  like	
  person	
  3	
  and	
  person	
  5	
  ?	
  	
  
Person Significant	
  injuries	
  (Model) Model Reality
4 Neck,	
  Chest,	
  Lower	
  Ext. T1	
  or	
  Dead T3
Edgware	
  road
Outliers
49	
  
Remark:	
  Person	
  16	
  seems	
  to	
  be	
  closer	
  to	
  the	
  bomb	
  than	
  any	
  other	
  vic-m	
  
Person Significant	
  injuries	
  (Model) Model Reality
16 Chest Dead T1
Aldgate
50	
  
6. Future activities
Future activities
1)  Valida-on	
  using	
  Kings	
  Cross	
  incident	
  
2)  PhD-­‐work	
  for	
  further	
  valida-on	
  and	
  
op-miza-on	
  
3)  Use	
  of	
  supercomputers	
  for	
  modelling	
  
4)  Building	
  up	
  of	
  a	
  Cri-cal-­‐Infrastructure	
  library	
  
5)  Field	
  experiments	
  for	
  further	
  valida-on	
  
6)  Using	
  common	
  language	
  with	
  medical	
  
services	
  
51	
  
Future activities
Ad	
  2)	
  and	
  6):	
  	
  
	
  
Transla-on	
  of	
  Model	
  Output	
  	
  
(Percentage	
  of	
  damage)	
  	
  
into	
  Injury	
  Severity	
  Score	
  (ISS)	
  
52	
  
Main-Contact:
Friedrich.Steinhaeusler@sbg.ac.at
Further people:
Maximilian.Kiefel@sbg.ac.at
Thomas.Wilflinger@sbg.ac.at
hasu.patel@talk21.com
stevedryden@talk21.com
53	
  
Acknowledgement:
to the organizers of this “Wound ballistics
symposium” here at Shrivenham
Any comments?
54	
  
Learn more about
BREEZE ExDAM at
breeze-software.com/ExDAM
breeze-software.com
breeze@trinityconsultants.com
+1 (972) 661-8881

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Analysis of the 7/7 London Terrorist Bombing Using BREEZE ExDAM

  • 1. Prepared by: BREEZE Software 12700 Park Central Drive | Suite 2100 | Dallas, TX 75251+1 (972) 661-8881 | breeze-software.com Analysis of the 7/7 London Terrorist Bombing Using BREEZE ExDAM Friedrich STEINHÄUSLER, Thomas WILFLINGER, MaximilianKIEFEL - University of Salzburg Presented by the University of Salzburg at the 2nd Wound Ballistics Symposium on August 20, 2013.
  • 2. BRIDGING     Resources  and  Agencies  in  Large-­‐Scale  Emergency  Management         EU  FP7  Collabora-ve  Project   SEC-­‐2010.4.2-­‐1:  Interoperability  of  data,  systems,    tools  and  equipment   www.sec-­‐bridge.eu   USING  REAL  DATA  FOR  VALIDATION  OF  3D   INJURY  MODELLING   Defence Academy, Shrivenham Friedrich  STEINHÄUSLER,  Thomas  WILFLINGER  and   MaximilianKIEFEL     University  of  Salzburg  (PLUS)   Department  of  Materials  Engineering  and  Physics   Division  of  Physics  and  Biophysics   Salzburg,  Austria   2   BRIDGE  Exploita-on  Mee-ng,  Shrivenham,   20  August  2013   Hasu  PATEL*  and  Steve  DRYDEN**   *St.  Bartholomew’s  and                                                                                               the  Royal  London  Hospitals   **  UK  Metropolitan  Police,  London,  UK   London,  United  Kingdom    
  • 3. Topics 1.  The  BRIDGE-­‐Project   2.  Blast  Simula-on   3.  Evalua-on  of  Simula-on-­‐Results   4.  Reconstruc-on  of  Pre-­‐blast  posi-ons    Tube  Sta-ons  -­‐  Aldgate  and  Edgware  Road   5.  Modelling  results   6.  Open  issues   7.  Future  ac-vi-es   3  
  • 4. 4   1. The BRIDGE-project
  • 7. Responsibilities of the Paris-Lodron University of Salzburg (PLUS) 7   Ø WP 3 Simulation of scenarios Ø Setting up a Critical-Infrastructure library Ø Validation and optimization of existing codes Ø WP 13 Dissemination and standardisation Ø Concept Case: Advanced Situation Awareness Ø UAV – Flying Sensor platform Ø Expert system Ø Modelling package
  • 8. Objectives: Ø Test  of  EXDAM  -­‐  HEXDAM/VEXDAM  from  the   perspec-ve  of  an  end-­‐user   Ø Iden-fica-on  of  inherent  modelling  strengths   and  limita-ons     Ø Development  of  an  op-miza-on  method,         based  on  clinical  and  forensic  data  of  the     vic-ms  of  London  7/7  suicide  afacks   8  
  • 10. Methodology     Ø   Blast  simula-on  considers  first-­‐order-­‐      effects  of  a  pressure  wave  on  materials     Ø   Physical  injuries  are  expressed  as  damage  of    material  as  a  percentage  of  total  damage   10  
  • 11. Methodology (cont.)     Ø   Degree  of  damage  depends  on  the      sensi-vity  of  the  par-cular  material     Ø   Modelled  situa-on  is  sta:c,  i.e.  objects    remain  fixed  in  pre-­‐defined  loca-ons  which    excludes  an  explicit  calcula-on  of  higher-­‐    order  effects     11  
  • 12. UK – Data on injuries of victims 12   1.  A  detailed  list  is  a  available  from  the  UK:  Approximately   400    injuries  of  the  blast  wave  registered  +  about  200   addi-onal,  non-­‐blast  related  injuries   2.  PLUS-­‐modelling  results  predict  more  injuries  (mostly  small   injuries,  up  to  500)   3.  UK  data  on  loca-on  of  foreign  body  fragments,  not   considered  in  PLUS-­‐modelling    
  • 13. UK-technical details on train materials and construction 13  
  • 14. UK-technical details on train materials and construction 14  
  • 15. UK-technical details on train materials and construction 15   Load carrying structures preserved Most windows destroyed
  • 16. PLUS-modelling of blast induced damage to train tunnel- system 16   PLUS-modelling results: 1. Explosive amount needed for major destruction of tunnel structure: more than 250 kg TNT-equivalent 2. Only the signal and voltage cables maybe damaged by a large suitcase bomb
  • 17. PLUS modelling on explosive amount 17   1.  Amount of explosive not exactly known by UK-authorities 2.  PLUS-simulations most successful assuming 0.8-1.1 kg TNT-equivalent
  • 18. PLUS simulations of the incident at Kings- cross 18   1.  About  50  simula-ons:  Different  loca-on  of  explosive;   changes  in  explosive  yield   2.  Addi-onal  simula-ons:  Impact  of  structural  elements   3.  Verifica-on  of  approximately  400  injuries  taken  from  UK   data   4.  Verifica-on  of  posi-on  of  vic-ms  from  UK-­‐photography     Methodology
  • 19. PLUS: Carriage 1 with 80 passengers 19  
  • 20. PLUS: Blast wave expansion 20  
  • 21. PLUS: Exterior blast damage to carriage 21  
  • 22. 22   Real blast damage to carriage
  • 23. Exact Location of persons inside 23  
  • 24. PLUS: Impact on passengers at 2 m – 13 m from bomb 24  
  • 25. PLUS: Impact on passengers at 0 m – 2 m from bomb 25  
  • 26. PLUS: Total blast-induced destruction of lower extremities 26  
  • 27. PLUS: Corroboration of impact on passengers for various bomb sizes 27   Amount  of   explosive   Number  of   Dead   Severly  injured   Number  of   Injuries   Comments   0.5  kg  TNT   11-­‐18   20-­‐35   220-­‐285   Range   dependent  on   exact  bomb   locaPon         Most  probable   amount  of   explosives   0.8  kg  TNT   17-­‐25   24-­‐40   235-­‐300   1  kg  TNT   18-­‐27   30-­‐45   250-­‐375   1.1  kg  TNT   22-­‐28   35-­‐50   305-­‐455   1.5  kg  TNT   25-­‐32   37-­‐53   355-­‐500   2  kg  TNT   30-­‐37   41-­‐50   420-­‐585   Reality   26   41   Approx.:  400  
  • 28. Blast Simulation: Onset of explosion (Example) 28  
  • 29. Blast Simulation: Propagation of wave (Example) 29  
  • 30. Blast Simulation: Resulting injuries (Example) 30   14%   86%   62%   33%   15%   81%   36%   23%   40%   13%   10%   93%  
  • 31. Practical Application of Results     Ø   Model  does  not  provide  any  informa-on  about  the                 health  status  of  a  person     Ø   PLUS  uses  modelling  results  from  triage    category  of   vic-ms:      +  Uninjured        +  Injured  (slight,  moderate,  severe)      +  Dead  (fatal  injury)     31  
  • 32. Categorization of victims T-­‐Status   ISS   P-­‐Status   CondiPon   T3   1-­‐9   P3   Walking   wounded   T2   10-­‐17   P2   Needs  surgery   T1   18-­‐49   P1   Seriously   Injured   T4   50-­‐74   P1   Will  unlikely   reach  hospital   alive   Dead   75   P4   Dead   32  
  • 33. 33   3. Evaluation of simulation results
  • 34. Evaluation of simulation results       34   ExternalInternal Upper half Lower half
  • 35. Evaluation of simulation results Ø   PLUS  pre-­‐defined  Injury  Categories       35   Head Neck   Chest Abdomen Upper  Ext. Lower  Ext. internal internal upper  half upper  half Slight 1%  -­‐  10% 1%  -­‐  55% 1%  -­‐  10% 1%  -­‐  10% 1%  -­‐  20% 1%  -­‐  20% Moderate 11%  -­‐  20% 56%  -­‐  60% 11%  -­‐  30% 11%  -­‐  30% 21%  -­‐  50% 21%  -­‐  45% Severe 21%  -­‐  30% 61%  -­‐  85% 31%  -­‐  50% 31%  -­‐  50% 51%  -­‐  75% 46%  -­‐  80% Fatal 31%  -­‐  100% 86%  -­‐  100 51%  -­‐  100% 51%  -­‐  100% 76%  -­‐  100% 81%  -­‐  100% external external lower  half lower  half Slight 1%  -­‐  25% 1%  -­‐  25% 1%  -­‐  30% 1%  -­‐  30% Moderate 26%  -­‐  50% 26%  -­‐  50% 31%  -­‐  60%       31%  -­‐  60% Severe 51%  -­‐  75% 51%  -­‐  75% 61%  -­‐  100% 61%  -­‐  100% Fatal 76%  -­‐  100% 76%  -­‐  100% Injury  evaluation  table
  • 36. Categorization of injuries 36   Uninjured   No  injuries   Slightly  injured                    (T3)   At  least  one  slight  injury   Moderately  injured    (T2)   At  least  one  moderate  injury   Severly  injured                    (T1)   At  least  one  severe  injury   Dead   At  least  three  severe  injuries   or  at  least  one  fatal  injury   A  blast  vic-m  is  defined  as:      
  • 37. Application of injury categorization to modelling example 37   Head Neck   Chest Abdomen Upper  Ext. Lower  Ext. inside inside inside inside Slight 1%  -­‐  10% 1%  -­‐  55% 1%  -­‐  10% 1%  -­‐  10% 1%  -­‐  20% 1%  -­‐  20% Moderate 11%  -­‐  20% 56%  -­‐  60% 11%  -­‐  30% 11%  -­‐  30% 21%  -­‐  50% 21%  -­‐  45% Severe 21%  -­‐  30% 61%  -­‐  85% 31%  -­‐  50% 31%  -­‐  50% 51%  -­‐  75% 46%  -­‐  80% Fatal 31%  -­‐  100% 86%  -­‐  100 51%  -­‐  100% 51%  -­‐  100% 76%  -­‐  100% 81%  -­‐  100% outside outside outside outside Slight 1%  -­‐  25% 1%  -­‐  25% 1%  -­‐  30% 1%  -­‐  30% Moderate 26%  -­‐  50% 26%  -­‐  50% 31%  -­‐  60%       31%  -­‐  60% Severe 51%  -­‐  75% 51%  -­‐  75% 61%  -­‐  100% 61%  -­‐  100% Fatal 76%  -­‐  100% 76%  -­‐  100% Injury  evaluation  table14%   62%   15%   81%   36%   40%   13%   93%  
  • 38. Sample victim: Several severe and fatal injuries 38   14%   62%   15%   81%   36%   40%   13%   93%   Significant  injuries   Result:  Deceased  
  • 39. 4. Reconstruction of pre-blast situation: Tube Stations Aldgate and Edgware Road 39  
  • 40. Modelling of pre-blast situation at Aldgate station based on forensic data 40  
  • 41. Modelling of pre-blast situation at Edgware Road station based on forensic data 41  
  • 42. 5. Modelling Results 42   BRIDGE  Exploita-on  Mee-ng,  Shrivenham,   20  August  2013  
  • 43. Corroboration of modelling results with clinical data 43   Person Significant  injuries  (Model) Model Reality Person Significant  injuries  (Model) Model Reality A Chest,  Abdomen T2 T3 7 Lower  Ext T3 T3 B Uninjured Uninjured 8 Lower  Ext T3 T3 C Chest,  Abdomen T2 T3 10 Chest,  Abdomen T2 T3 D Chest,  Abdomen T2 T3 11 Lower  Ext T3 T3 E Chest,  Abdomen T2 T3 12 Chest T2 T2 F Chest,  Abdomen T2 T3 14 Chest,  Abdomen Dead Dead G Abdomen   T2 T3 16 Chest Dead T1 H Chest T2 T2 17  Lower  Ext. T1 T1 I Chest T2 T3 18 Lower  Ext. T1 T1 J Chest Dead Dead 19 Chest,  Lower  Ext. T1 T3 K Chest Dead Dead 20 Lower  Ext T1 T3 L Chest Dead Dead 21 Chest,  Lower  Ext. T2 T3 M Chest,  Abdomen Dead Dead 22 Chest   T2 T3 N Chest Dead Dead 24 Chest   T2 T3 O Lower  Ext T1 T1 25 Chest   T2 T3 P Chest Dead Dead 26 Chest,  Abdomen T2 T3 1 Lower  Ext T3 T3 27 Neck T3 Uninjured 2 Lower  Ext T3 T3 29 Neck T3 Uninjured 3 Lower  Ext T3 T3 30 Uninjured Uninjured 4 Lower  Ext T3 T3 31 Lower  Ext T3 Uninjured 6 Lower  Ext T3 T3 32 Lower  Ext T3 T3 Aldgate
  • 44. Corroboration of modelling results with clinical data (cont.) 44   Person Significant  injuries  (Model) Model Reality Person Significant  injuries  (Model) Model Reality A Chest Dead Dead 5 Chest Dead Dead B Chest,  Abdomen Dead Dead 7 Neck,  Chest,  Abdomen,  Lower  Ext. T2 T3 C Head Dead Dead 9 Neck,  Chest,  Abdomen,  Lower  Ext. T2 T2 D Head,  Chest,  Abdomen Dead Dead 10 Chest T2 T3 E Chest,  Lower  Ext. T1 T3 11 Chest,  Abdomen T3 T3 F Chest Dead Dead 13 Chest,  Abdomen T3 T3 G Abdomen,  Upper  Ext.,  Lower  Ext. T1  or  Dead Dead 14 Neck,  Lower  Ext. T3 T3 H Neck,  Abdomen,  Upper  Ext.,  Lower  Ext. T1  or  Dead T1 15  Lower  Ext. T3 T3 I Chest,  Abdomen T3 T3 19 Neck,  Lower  Ext. T3 T3 J Chest,  Abdomen T3 T3 21 Neck,  Chest,  Abdomen T3 T3 K Lower  Ext T3 T3 22 Lower  Ext T3 T3 L Neck,  Chest,  Abdomen T3 T3 23 Neck,  Lower  Ext. T3 T3 M Chest,  Abdomen T3 T3 24 Neck,  Chest T2 T3 N Chest,  Abdomen T3 Uninjured 25 Neck,  Chest,  Lower  Ext. T2 T3 O Uninjured T3 26 Chest,  Abdomen,  Lower  Ext. T1 T1 P Chest,  Abdomen T3 T3 31 Neck,  Chest T3 T3 Q Chest,  Abdomen T3 T3 32 Lower  Ext T3 T3 1 Neck,  Chest,  Abdomen T3 T3 2 Neck,  Chest,  Abdomen T3 T3 3 Lower  Ext T1  or  T2 T2 4 Neck,  Chest,  Lower  Ext. T1  or  Dead T3 Edgware  road
  • 46. Open issues 46   Ø  Inadequate  pre-­‐defined  sensi-vi-es  in   the  HEXDAM  model:     e.g.  neck  is  oversensi-ve,  while  head   is  not  sensi-ve  enough       Ø  PLUS  Evalua-on  Table  needs  to  be   adapted  aner  correc-ng  the  sensi-vi-es  
  • 47. Outliers 47   Person Significant  injuries  (Model) Model Reality E Chest,  Lower  Ext. T1 T3 Edgware  road Remark:  Person  E  is  iden-cal  with  person  K  by  name  !  
  • 48. Outliers 48   Remark:  Why  is  person  4  not  even  similarly  injured  like  person  3  and  person  5  ?     Person Significant  injuries  (Model) Model Reality 4 Neck,  Chest,  Lower  Ext. T1  or  Dead T3 Edgware  road
  • 49. Outliers 49   Remark:  Person  16  seems  to  be  closer  to  the  bomb  than  any  other  vic-m   Person Significant  injuries  (Model) Model Reality 16 Chest Dead T1 Aldgate
  • 50. 50   6. Future activities
  • 51. Future activities 1)  Valida-on  using  Kings  Cross  incident   2)  PhD-­‐work  for  further  valida-on  and   op-miza-on   3)  Use  of  supercomputers  for  modelling   4)  Building  up  of  a  Cri-cal-­‐Infrastructure  library   5)  Field  experiments  for  further  valida-on   6)  Using  common  language  with  medical   services   51  
  • 52. Future activities Ad  2)  and  6):       Transla-on  of  Model  Output     (Percentage  of  damage)     into  Injury  Severity  Score  (ISS)   52  
  • 54. Acknowledgement: to the organizers of this “Wound ballistics symposium” here at Shrivenham Any comments? 54  
  • 55. Learn more about BREEZE ExDAM at breeze-software.com/ExDAM breeze-software.com breeze@trinityconsultants.com +1 (972) 661-8881