On September 11, Corporal Robert Tye, Oklahoma County Sheriff’s Office, provided the OFFSHC a presentation about improvised explosive devices (IED). He discussed the components of and how to recognize an IED. Corporal Tye also displayed examples of inert IEDs that the Oklahoma County Sheriff may have recognized in Oklahoma.
08 14-2018 Properties of Selected High Explosives, 2nd EditionRobert Weinheimer
Classes of Explosives
According to their chemical reaction rate and resulting output characteristics, explosives are classified as low explosives and high explosives. There is no sharp line of demarcation between the two classes, and within each class there may be explosives of considerably different performance, since they are grouped
only according to reaction rate.
Low explosives, which deflagrate (burn) rather than detonate and propagate at velocities 1,000 meters per second (m/s) and less, include the propellants, pyrotechnics and initiating or primer explosives.
Examples are nitrocellulose, double base powder, smokeless powder, black powder, cordite and the metal oxidizer mixtures.
Explosives which detonate and propagate at velocities greater than 1000 m/s, are high explosives and include the secondary explosives RDX, HMX, HNS, DIPAM, TETRYL, DATB, TATB, PETN, TNT, most of their compositions, and the primary explosives lead azide and lead styphnate. This paper will not discuss the primary explosives.
On September 11, Corporal Robert Tye, Oklahoma County Sheriff’s Office, provided the OFFSHC a presentation about improvised explosive devices (IED). He discussed the components of and how to recognize an IED. Corporal Tye also displayed examples of inert IEDs that the Oklahoma County Sheriff may have recognized in Oklahoma.
08 14-2018 Properties of Selected High Explosives, 2nd EditionRobert Weinheimer
Classes of Explosives
According to their chemical reaction rate and resulting output characteristics, explosives are classified as low explosives and high explosives. There is no sharp line of demarcation between the two classes, and within each class there may be explosives of considerably different performance, since they are grouped
only according to reaction rate.
Low explosives, which deflagrate (burn) rather than detonate and propagate at velocities 1,000 meters per second (m/s) and less, include the propellants, pyrotechnics and initiating or primer explosives.
Examples are nitrocellulose, double base powder, smokeless powder, black powder, cordite and the metal oxidizer mixtures.
Explosives which detonate and propagate at velocities greater than 1000 m/s, are high explosives and include the secondary explosives RDX, HMX, HNS, DIPAM, TETRYL, DATB, TATB, PETN, TNT, most of their compositions, and the primary explosives lead azide and lead styphnate. This paper will not discuss the primary explosives.
FULL BODY HARNESS INSPECTION RECORD Form # HSEQ - FBHIR Rev 2.docxDwarika Bhushan Sharma
Harness Checklist
Sl. No
………. Sl. No
………. Sl. No
………. Sl. No
………. Sl. No
………. Sl. No
………. Sl. No
………. Sl. No
………. Sl. No
………. Remarks
Shoulder Straps
Chest & Back Straps
Waist Straps
Back D-Ring
Shoulder Adjustment
Legible Label
Shoulder Straps
Chest & Back Straps
Waist Straps
Leg Straps
Cuts
Burns
Holes
Deterioration
Corrosive/ worn out
Color code
Others (Specify)
Project Information
Project Name: Location:
Company name : Date:
Remarks:
Inspector Name: Signature:
Reviewed By HSE Manager / Incharge Signature:
OSHA and the NFPA have specific guidance and safeguards that must be followed when performing hot work operations. This can most readily be achieved by instituting a hot work permit program/system at your facility or within your community. This slideshare provides an overview of the hot work process and considerations. This presentation is based on the requirements found in NFPA 1:41 and NFPA 51B.
In an effort to reduce the amount of false alarms and improve screening times, one method that has been developed is using size cut-offs in the automatic explosive detection algorithms to lower the number of false alarms.
https://www.dsadetection.com/main-products
FULL BODY HARNESS INSPECTION RECORD Form # HSEQ - FBHIR Rev 2.docxDwarika Bhushan Sharma
Harness Checklist
Sl. No
………. Sl. No
………. Sl. No
………. Sl. No
………. Sl. No
………. Sl. No
………. Sl. No
………. Sl. No
………. Sl. No
………. Remarks
Shoulder Straps
Chest & Back Straps
Waist Straps
Back D-Ring
Shoulder Adjustment
Legible Label
Shoulder Straps
Chest & Back Straps
Waist Straps
Leg Straps
Cuts
Burns
Holes
Deterioration
Corrosive/ worn out
Color code
Others (Specify)
Project Information
Project Name: Location:
Company name : Date:
Remarks:
Inspector Name: Signature:
Reviewed By HSE Manager / Incharge Signature:
OSHA and the NFPA have specific guidance and safeguards that must be followed when performing hot work operations. This can most readily be achieved by instituting a hot work permit program/system at your facility or within your community. This slideshare provides an overview of the hot work process and considerations. This presentation is based on the requirements found in NFPA 1:41 and NFPA 51B.
In an effort to reduce the amount of false alarms and improve screening times, one method that has been developed is using size cut-offs in the automatic explosive detection algorithms to lower the number of false alarms.
https://www.dsadetection.com/main-products
Applying Proper Dispersion Models for Industrial Accidental ReleasesBREEZE Software
This paper will analyze and compare various dispersion models (e.g., DEGADIS, SLAB, INPUFF, or ALOHA) readily available in the public domain for industrial accidental releases.
Final year project: To Design and Test a low cost Gamma Ray detectorChristopher Mitchell
Smartphone cameras have the ability to be converted into ionising radiation detectors by covering the lens. The lens detects high-energy photons emitted by a variety of gamma radiation sources. The gamma detector is limited by its inability to differentiate between the energies of the radiation fields it is detecting, however the detector can be calibrated to give the estimated dose (μSv/hr). It has the ability to be used as a personal dosimeter. The detector is not very sensitive and is subject to thermal noise. The radiation intensity detected varies from phone to phone. However linearity plots of counts versus dose rate can be obtained regardless of noise or sensitivity values. The measurements of the detector are sensitive to the position and angle of the source. The following parameters were tested as part of this investigation: Calibration of device with sources, thermal noise, distance of source, shielding effects, resolving time of detector, variance of count rate with angle and absolute efficiency comparison to semiconductor detectors. The detector follows the radiation theory tested such as the inverse square law and the law of absorption. The Smartphone detector is a low cost dose meter that can provide estimated dose readings of radiation sources, although it is not as efficient as other semiconductor detectors, this low cost detector is much cheaper than its professional detector counterparts and there are more smartphones available than detectors. So the smartphone at times may be the best gamma detector available.
Non destructive methods for analysis of explosive tracesNehaBadhwar1
An explosive (or explosive material) is a reactive substance that contains a great amount of potential energy that can produce an explosion if released suddenly, usually accompanied by the production of light, heat, sound, and pressure. An explosive charge is a measured quantity of explosive material, which may either be composed solely of one ingredient or be a mixture containing at least two substances.
The potential energy stored in an explosive material may, for example, be
chemical energy, such as nitroglycerin or grain dust
pressurized gas, such as a gas cylinder, aerosol can, or BLEVE
nuclear energy, such as in the fissile isotopes uranium-235 and plutonium-239
Explosive materials may be categorized by the speed at which they expand. Materials that detonate (the front of the chemical reaction moves faster through the material than the speed of sound) are said to be "high explosives" and materials that deflagrate are said to be "low explosives". Explosives may also be categorized by their sensitivity. Sensitive materials that can be initiated by a relatively small amount of heat or pressure are primary explosives and materials that are relatively insensitive are secondary or tertiary explosives.
A wide variety of chemicals can explode; a smaller number are manufactured specifically for the purpose of being used as explosives. The remainder are too dangerous, sensitive, toxic, expensive, unstable, or prone to decomposition or degradation over short time spans.
In contrast, some materials are merely combustible or flammable if they burn without exploding.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
HEAP SORT ILLUSTRATED WITH HEAPIFY, BUILD HEAP FOR DYNAMIC ARRAYS.
Heap sort is a comparison-based sorting technique based on Binary Heap data structure. It is similar to the selection sort where we first find the minimum element and place the minimum element at the beginning. Repeat the same process for the remaining elements.
We have compiled the most important slides from each speaker's presentation. This year’s compilation, available for free, captures the key insights and contributions shared during the DfMAy 2024 conference.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
6th International Conference on Machine Learning & Applications (CMLA 2024)ClaraZara1
6th International Conference on Machine Learning & Applications (CMLA 2024) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of on Machine Learning & Applications.
2. www.svscountermeasurestraining.com
Explosive Density and X-ray Automatic Detection Size Discrimination
Many x-ray system on the market today use automatic detection features to identify if a
package has a material that is in the x-ray measures known range for exploisves. This feature
uses three measurements of the x-ray energy to create a window for classifying materials that
“could be” exploisves.
1. Average Effective Atomic number (Zeff)
2. Density of the material
3. Both Number 1 & 2 in a set pixel or voxel range
This paper will look at the ranges for exploisve density based on market research and also
how the density and amount of exploisves can effect the “Size” or pixel range and the blast
pressure effects on the human body for varying sizes/amounts of exploisves
3. Source: http://www.ndt.net/article/dir2011/papers/we21.pdf
Explosive Density and X-ray Automatic Detection Size Discrimination
Where do many of the X-ray
Technical papers make
reference to the density
ranges that we find
exploisves?
This paper suggest that the
range starts at 1.4 g/cc and
ends at 1.8 g/cc
5. Explosive Density and X-ray Automatic Detection Size Discrimination
This paper differs from both papers
and suggest that the range starts at
around 1.2 g/cc and ends at 1.8 g/cc.
Most papers that talk about x-ray
autodetection and the density ranges
all focus on only high density ranges
for exploisves and omit any reference
to exploisve materials being located
bellow 1.2 g/cc.
Why? And are these ranges correct?
6. https://en.wikipedia.org/wiki/Table_of_explosive_detonation_velocities
Explosive Density and X-ray Automatic Detection Size Discrimination
The next reference is Wikipedia table
on the relative effectiveness factor
(R/E) for exploisves. It also provides a
table on the detonation velocity and
density ranges for many different
exploisves.
This table ONLY list 3 exploisves that
are below 1.2 g/cc in density.
One would think reading this that
most exploisves are all above 1.2
g/cc.
Is this accurate?
7. Explosive Density and X-ray Automatic Detection Size Discrimination
Where can we look to try and verify if these ranges for exploisve density are in fact correct?
We are going to look at public sources that are available to anyone that will provide exploisve
density ranges for commercial, military, and home made explosives (HME’s). This data search
will helps us to establish a large source of data to verify what are the known density ranges
for exploisves.
DENSITY in g/cc
8. PDF: http://www.emrtc.nmt.edu/files/safetySecurity/SafetyDataSheets/1052%20Emulsion%20Bulk%20(5.1).pdf
Explosive Density and X-ray Automatic Detection Size Discrimination
The best place to look for commercial manufactured
exploisves is on the manufactures websites. In the
commercial exploisves industry manufactures
ALWAYS post the density in g/cc for the exploisves
they manufacture. You can finds these on their
technical data sheets and even on the MSDS/SDS
sheets for the exploisves.
The MSDS you see is from Dyno Nobel and they are
one of the largest manufactures of exploisves in the
world. The specific MSDS list ALL OF THEIR
DYNAMITES they manufacture. The density range
they product just for their dynamite products is:
0.8 to 1.5 g/cc Density
10. What are the correct density
ranges for explosives?
Explosive Density and X-ray Automatic Detection Size Discrimination
We looked at over 10 different exploisve manufactures worldwide and collected the data on
every exploisve product they manufactured. From this search we found over 600 different
types of exploisve products and the density for each one. We complied this data into a
spreadsheet and broke them down by “TYPE” of exploisve (e.g. dynamites, water gels,
emulsions, etc.).
We also looked at the ranges for military grade high exploisves and home made explosives
and added them to the list.
12. Explosive Density Ranges
Emulsions
• Over 70% were detonator sensitive and did not require a
booster
o Boosters are typically very high density explosives
(~1.5 g/cc).
o Market Percentage: Over 25%
o Emulsions are a AN based exploisve and are
aluminumized to increase sensitivity (1 to 10% max)
• Density Range: 0.8 g/cc to 1.3 g/cc
o 95% were below 1.2 g/cc
o The lowest was .8 g/cc
Average density = 1.16 g/cc
Explosive Density and X-ray Automatic Detection Size Discrimination
13. Explosive Density Ranges
Dynamites
• Density Range: 0.75 g/cc to
1.51 g/cc
• Market Percentage: ~8%
Dynamites are not very
common anymore and are being
replaced by emulsions in the
market
Average density = 1.30 g/cc
Explosive Density and X-ray Automatic Detection Size Discrimination
14. Explosive Density Ranges
Water Gels
• Density Range: 0.9 g/cc to 1.33 g/cc
• Market Percentage: less than 5%
• Being replaced by emulsions in the
market (lower overall cost)
Average density = 1.16 g/cc
Explosive Density and X-ray Automatic Detection Size Discrimination
15. Explosive Density Ranges
Explosive Boosters
• Density Range: 1.4 g/cc to 1.7 g/cc
• Market Percentage: less than 10%
• Most are less than 5” in length (Size issue)
• Typically used with ANFO mixtures to set them off
• These are a CAST explosive most common is TNT
Average density = 1.60 g/cc
Explosive Density and X-ray Automatic Detection Size Discrimination
16. Explosive Density Ranges
Plastic Explosives
• Density Range: 1.43 g/cc to 1.64 g/cc
• Market Percentage: less than 4%
• More common in military applications (EOD)
• Not used in most commercial blasting
• Typically a RDX or PETN based explosive
Average density = 1.51 g/cc
Explosive Density and X-ray Automatic Detection Size Discrimination
17. Explosive Density Ranges
TNT
Density:
• Cast TNT: 1.6 g/cc
• Commercial products containing some TNT:
0.8 g/cc to 1.7 g/cc
Market Percentage: less than 1%
• Cast TNT: 1/428
• TNT is MIXED with other materials to make
different exploisves (lower densities) and is
not commonly used in a 100% pure mixture
outside of CAST Booster (ANFO)
Explosive Density and X-ray Automatic Detection Size Discrimination
18. Density Range: 0.3 g/cc to 1.1 g/cc
Market Percentage: over 30%
AN and ANFO (ammonium Nitrate and Fuel
Oil) are one of the most common commercial
and terrorist used exploisve in the world.
There are many different mixtures and this is
why the density ranges are so wide. One
example is AN/AL and is a very common
referenced HME but is also the same thing as
emulsions (AN and AL)
Explosive Density Ranges
AN & ANFO
Explosive Density and X-ray Automatic Detection Size Discrimination
19. • I found zero (0%) pure high
explosive powders commercially
sold to be used “as is”. They are sold
to be MIXED and make ordnance
fillers
• Commercial products w/ high
explosive powders:
Explosive Density Ranges
Powder Explosives
Density Range
1.6 g/cc to 1.8 g/cc
o Det. cords
o Sheet explosives
o Plastic Explosives
Powders have a crystal and bulk density and the bulk
density (what x-rays see) is typically much lower
Explosive Density and X-ray Automatic Detection Size Discrimination
PETN
20. • Zero pure HME’s commercially sold
• HME’s most commonly used:
o TATP (triacetone triperoxide)
o HMTD (hexametheline tridiamine)
o ANAL (ammonia nitrate aluminized
powder)
Explosive Density Ranges
Homemade Explosives (HME’s)
Average density = ~1.2 g/cc
• Density range: 0.8 - 1.2 g/cc (most common).
• A few have higher densities, up to 1.8 g/cc (TATB)
Explosive Density and X-ray Automatic Detection Size Discrimination
21. Explosive Density Ranges
Gun Powders
Black powder
Black powder replacement
Single based smokeless powder
Double based smokeless powder
Flash Powder
Black powder (& replacement)
• High density & Zeff → Green in X-ray
Smokeless powder single and double base
• Low density & Zeff → Orange in X-ray
Depending on the mixture some of these are
detonator sensitive and do NOT require a
pressure vessel to high order
Explosive Density and X-ray Automatic Detection Size Discrimination
22. Explosive Density Ranges
“Liquid” Explosives
Explosive Density
AN-based 0.9 - 1.33 g/cc
Nitromethane and PLX 1.13 - 1.16 g/cc
Nitroglycerin 1.6 g/cc (highest “liquid”
explosive)
MEKP 1.17 g/cc
Acetone Peroxide 1.18 g/cc
Explosive Density and X-ray Automatic Detection Size Discrimination
23. Where do the explosives now
plot on a density graph?
Explosive Density and X-ray Automatic Detection Size Discrimination
24. 1 1 1 1 3 6 8 9 8 7 7 5 5 4 3 1 1Total Per Density
Largest
Concentration
25. Explosive Density and X-ray Automatic Detection Size Discrimination
Actual Density Range for Exploisves
0.6 to 1.8 g/cc
Where Most Technical
Papers Plot Range
26. Where do most false alarms plot on a density
graph?
Explosive Density and X-ray Automatic Detection Size Discrimination
One of the major problems with x-ray automatic detection of exploisves are “False Alarms”
from materials that are not an exploisve but fall into the density and Zeff range we see
exploisves. Lets take a look at where these “False Alarm” items show up on a density plot
next to the real exploisves.
27. Density (g/cc)
Common, inaccurate
generalization of explosive
density
Explosive Density and X-ray Automatic Detection Size Discrimination
The “False Alarm” range
falls directly into the
same range we see the
vast majority of all
commercial, military,
and homemade
exploisves. You can see
that where most x-ray
scientific papers show
the range (incorrectly)
oddly exclude that
entire range.
Why? Are they just
wrong or was this by
design?
28. Explosive Density and X-ray Automatic Detection Size Discrimination
Exploisve AN Silica TATP ANFO
El Blasto
1.0
AN
Dynamite
1.1
Nitro Dyn
1.2
PE-4
Long A
PE-4
Long B
PE-4 Small
A
Extra Gel
1.3
Data
Sheet
M1 dyn
1.4
Semtex H
Semtex-
1A
Data
Sheet
Semtex-
10
Cast TNT Cast booster M112
6 inch
round
Density
.8
g/cc
1.1
g/cc
1.1
g/cc
1.2
g/cc
1.0
g/cc
1.1
g/cc
1.2
g/cc
1.3
g/cc
1.3
g/cc
1.3
g/cc
1.3
g/cc
1.4
g/cc
1.4
g/cc
1.4
g/cc
1.4
g/cc
1.4
g/cc
1.4
g/cc
1.5
g/cc 1.5 g/cc
1.6
g/cc
1.6
g/cc
EDS System
CT Unit A
Alarm No No No No No No No Yes Yes No Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Belt N/A N/A N/A N/A N/A N/A N/A 1396.2 1415.2 N/A 1318.3 1308.9 1416.4 1377.6 1455.9 1308.9 1479.9 1473.4 N/A 1296.7 1474.1
Alarm No No No No No No No Yes Yes No Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Bag N/A N/A N/A N/A N/A N/A N/A 1489.2 1375.2 N/A 1320.3 1356.2 1403.2 1463 1474.8 1356.2 1470 1574 N/A 1221.6 1366
Remarks Unit A
Unit will
detect
Larger size
but not
Unit will
detect the
larger size
Cast TNT
CT Unit B
Alarm No No No No No No No Yes Yes No Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Belt N/A N/A N/A N/A N/A N/A N/A 1433.78 1365.67 N/A 1316.1 13275.59 1507.61 1414.21 1442.71 13275.59 1495.64 1512 N/A 1283.41 1439.12
Alarm No No No No No No No Yes No No Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Bag N/A N/A N/A N/A N/A N/A N/A 1496.13 N/A N/A 1300.64 1222.45 1375 1222.02 1235.61 1222.45 1510.78 1539.63 N/A 1243.08 1433.55
Remarks Unit B
Unit will
detect the
PE-4 in a
larger size
Unit will
detect the
larger size
Cast TNT
CT Unit C
Alarm No No No No Yes No Yes Yes Yes No Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Belt 861 1029 958 903 1026 1147 1224 1568 1521 1303 1471 1471 1474 1382 1414 1471 1471 1480 1487 1472 1456
Alarm No No No No No No No Yes Yes No Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Bag 1122 979 893 2563 746 1233 1320 1484 1439 1351 1451 1451 1452 1425 1421 1451 1451 1544 1042 1448 1409
Remarks Unit C
Unit will
detect the
PE-4 in a
larger size
Unit will
detect the
larger size
Cast TNT
CT Unit D
Alarm No No No No No No No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Belt 880 1007 951 22 1055 1158 1347 1521 1423 1521 1423 1440 1554 1347 1426 1440 1454 1535 1494 1363 1444
Alarm No No No No No No No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Bag 828 1001 893 3273 904 1212 1297 1439 1338 1439 1338 1426 1499 1447 1433 1426 1355 1588 1213 1526 1350
Remarks Unit D
Unit will
not
respond
to
simulant
Unit will
detect the
PE-4 in a
larger size
but not
smaller
Unit will
detect the
larger size
Cast TNT
CT unit E
Alarm No No No No No No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes
CT Value Belt 8542 10973 9626 1065 9762 11915 10041 14586 8434 13949 10427 14586 13755 12858 14800 14586 14282 14411 19542 13849 11013
Alarm No No No No No No No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Bag 17839 10068 8281 25445 9283 12335 13222 14606 13799 13755 13755 14606 13755 14216 15976 14606 14310 17168 9821 12310 15045
Remarks Unit E
Unit will
detect the
PE-4 in a
larger size
but not
smaller
Unit will
detect the PE-
4 in a larger
size but not
smaller size
CT Unit F
Alarm No No No No No No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes
CT Value Belt 797 10042 9227 4234 11132 11842 11619 15588 13476 13546 13546 14574 13530 13295 14371 14574 14380 15230 13811 15354 14900
Alarm No No No No No No No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Bag 1414 12079 8976 22074 9785 12903 13599 15358 12131 10965 10965 14253 14574 14757 13491 14253 14043 15220 10699 15334 13667
Remarks unit F
Unit will
detect the
PE-4 in a
larger size
but not
smaller
Unit will
detect the PE-
4 in a larger
size but not
smaller size
CT values for 1.1
should have
alarmed. No clue
why it did not
CT values for 1.1
should have
alarmed. No clue
why it did not
Unit alarm level is set above any
material with a density above
1.2 or CT value 1222
Unit alarm level is set above any
material with a density above
1.2 or CT value 1221
I tested this theory on the
ranges for false alarm items
on many different CT systems
to see if these ranges were in
fact “cutout” and what I
found was that they were.
Anything that fell into the
range where you see false
alarm causing items based on
density would not alarm.
This appears to be a designed
effort to lower false alarm
rates and increase
throughput by cutting out
the range where we see most
false alarm causing items.
Am I right in what I am
seeing?
29. Explosive Density and X-ray Automatic Detection Size Discrimination
Exploisve AN Silica TATP ANFO
El Blasto
1.0
AN
Dynamite
1.1
Nitro Dyn
1.2
PE-4
Long A
PE-4
Long B
PE-4 Small
A
Extra Gel
1.3
Data
Sheet
M1 dyn
1.4
Semtex H
Semtex-
1A
Data
Sheet
Semtex-
10
Cast TNT Cast booster M112
6 inch
round
Density
.8
g/cc
1.1
g/cc
1.1
g/cc
1.2
g/cc
1.0
g/cc
1.1
g/cc
1.2
g/cc
1.3
g/cc
1.3
g/cc
1.3
g/cc
1.3
g/cc
1.4
g/cc
1.4
g/cc
1.4
g/cc
1.4
g/cc
1.4
g/cc
1.4
g/cc
1.5
g/cc 1.5 g/cc
1.6
g/cc
1.6
g/cc
EDS System
CT Unit A
Alarm No No No No No No No Yes Yes No Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Belt N/A N/A N/A N/A N/A N/A N/A 1396.2 1415.2 N/A 1318.3 1308.9 1416.4 1377.6 1455.9 1308.9 1479.9 1473.4 N/A 1296.7 1474.1
Alarm No No No No No No No Yes Yes No Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Bag N/A N/A N/A N/A N/A N/A N/A 1489.2 1375.2 N/A 1320.3 1356.2 1403.2 1463 1474.8 1356.2 1470 1574 N/A 1221.6 1366
Remarks Unit A
Unit will
detect
Larger size
but not
Unit will
detect the
larger size
Cast TNT
CT Unit B
Alarm No No No No No No No Yes Yes No Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Belt N/A N/A N/A N/A N/A N/A N/A 1433.78 1365.67 N/A 1316.1 13275.59 1507.61 1414.21 1442.71 13275.59 1495.64 1512 N/A 1283.41 1439.12
Alarm No No No No No No No Yes No No Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Bag N/A N/A N/A N/A N/A N/A N/A 1496.13 N/A N/A 1300.64 1222.45 1375 1222.02 1235.61 1222.45 1510.78 1539.63 N/A 1243.08 1433.55
Remarks Unit B
Unit will
detect the
PE-4 in a
larger size
Unit will
detect the
larger size
Cast TNT
CT Unit C
Alarm No No No No Yes No Yes Yes Yes No Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Belt 861 1029 958 903 1026 1147 1224 1568 1521 1303 1471 1471 1474 1382 1414 1471 1471 1480 1487 1472 1456
Alarm No No No No No No No Yes Yes No Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Bag 1122 979 893 2563 746 1233 1320 1484 1439 1351 1451 1451 1452 1425 1421 1451 1451 1544 1042 1448 1409
Remarks Unit C
Unit will
detect the
PE-4 in a
larger size
Unit will
detect the
larger size
Cast TNT
CT Unit D
Alarm No No No No No No No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Belt 880 1007 951 22 1055 1158 1347 1521 1423 1521 1423 1440 1554 1347 1426 1440 1454 1535 1494 1363 1444
Alarm No No No No No No No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Bag 828 1001 893 3273 904 1212 1297 1439 1338 1439 1338 1426 1499 1447 1433 1426 1355 1588 1213 1526 1350
Remarks Unit D
Unit will
not
respond
to
simulant
Unit will
detect the
PE-4 in a
larger size
but not
smaller
Unit will
detect the
larger size
Cast TNT
CT unit E
Alarm No No No No No No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes
CT Value Belt 8542 10973 9626 1065 9762 11915 10041 14586 8434 13949 10427 14586 13755 12858 14800 14586 14282 14411 19542 13849 11013
Alarm No No No No No No No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Bag 17839 10068 8281 25445 9283 12335 13222 14606 13799 13755 13755 14606 13755 14216 15976 14606 14310 17168 9821 12310 15045
Remarks Unit E
Unit will
detect the
PE-4 in a
larger size
but not
smaller
Unit will
detect the PE-
4 in a larger
size but not
smaller size
CT Unit F
Alarm No No No No No No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes
CT Value Belt 797 10042 9227 4234 11132 11842 11619 15588 13476 13546 13546 14574 13530 13295 14371 14574 14380 15230 13811 15354 14900
Alarm No No No No No No No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes
CT Value Bag 1414 12079 8976 22074 9785 12903 13599 15358 12131 10965 10965 14253 14574 14757 13491 14253 14043 15220 10699 15334 13667
Remarks unit F
Unit will
detect the
PE-4 in a
larger size
but not
smaller
Unit will
detect the PE-
4 in a larger
size but not
smaller size
CT values for 1.1
should have
alarmed. No clue
why it did not
CT values for 1.1
should have
alarmed. No clue
why it did not
Unit alarm level is set above any
material with a density above
1.2 or CT value 1222
Unit alarm level is set above any
material with a density above
1.2 or CT value 1221
Either by design or by very inaccurate plotting of the density ranges for exploisves it appears that the development of x-ray
automatic detection windows needs to be verified and a baseline established for where we actually see exploisves based
on density. Most “engineers” really do not know where to look to get the data they need for exploisve density ranges and
most bomb technicians are also not familiar with these ranges. This “could” explain why we see incorrect plots for density
ranges because if this is not the reason, the only alternative is that this was done by design to lower false alarm rates. This
“could” be a effort to keep the lines moving and avoid trying to clear all of the alarms that would be generated by items that
are not exploisves but fall into the same density a d Zeff ranges.
30. Is it “SMART” to use size as a discrimination
tool when developing X-ray Automatic
Detection Algorithms?
Explosive Density and X-ray Automatic Detection Size Discrimination
One of the other ways I have found x-ray systems try and lower false alarm rates is by
placing a “size cutoff” in the software. This works by omitting anything that is below a set
pixel or voxel range (cm 2) of a material that has a density and Zeff the software has
established for autodetection a potential exploisve.
Is this smart when you look at the density of a exploisve material and how it effects its
overall size (pixel and voxel cm2 range)? Also you MUST consider how powerful smaller
amount of exploisves are by calculating the blast pressure each amount is capable of
producing.
31. Density is a Major Factor in the size of
the explosive material
Explosive Density and X-ray Automatic Detection Size Discrimination
I cut Derlin to specific size in 1
inch thickness based on the
density of a specific exploisve.
The density dictated the
overall size (L x W x H) of each
Derlin test object based on the
weight.
As you can see a .88 g/cc 1 lb.
1 inch thick Derlin block was
much larger then the higher
density 1.6 g/cc
Derlin has a density of 1.41 g/cc and a Zeff of 7 (exploisve range)
32. .88 g/cc
1 pound
1.41 g/cc
.5 pound
1.6 g/cc
1 pound
1.6 g/cc
.25 pound
1.6 g/cc
.5 pound
1.6 g/cc
.75 pound
Explosive Density and X-ray Automatic Detection Size Discrimination
I created many different sized test
objects to use for my testing and
each was based on a specific
density and weight for a know
exploisve.
The goal was to run these through
a x-ray and verify if in fact a “size
cutoff” was in the software. I also
wanted to look at the density and
blast pressure effects for these
test objects based on the weights.
How much damage could the
smaller sizes do?
33. In all of the test I conducted on different models of x-ray I found that almost all of them
“cutoff” detection for a 1.6 g/cc .25 lb. test object. 1.6 g/cc would be the range you
would be a exploisve like C-4
Explosive Density and X-ray Automatic Detection Size Discrimination
34. No Detection
.25 LB 1.6 g/cc
27.9 sq. cm
U.S. Marshals TestingExplosive Density and X-ray Automatic Detection Size Discrimination
35. Explosive Density and X-ray Automatic Detection Size Discrimination
I cut also cut 1.25 in dia
Derlin rods to specific
lengths and tested
them
I saw these stop
detecting on the
generator side of the
belt at 4.0 inches. As
you moved away from
the generator this
dropped t0 2.5 to 3.0
in. Center of the belt
averaged around 3.5 in
where it stopped
detecting
36. Note: On a single generator system the closer to the generator
the larger the item will show up “more pixels”. The farther
away from the generator the smaller the item will show up
“less pixels” and create a NO Detection scenario.
Away from
Generator
NO
DETECTION
Close to
Generator
DETECTION
Explosive Density and X-ray Automatic Detection Size Discrimination
Generator
37. Explosive Density and X-ray Automatic Detection Size Discrimination
The detection software requires a
pixel or voxel (CT) range that is
uninterrupted for the
autodetection to work when you
have a size cut off built into the
algorithm.
The image you see is a 4 in long
1.25 in diameter Derlin rod that
normally alarms stop alarming
when I high density material blocks
part of it. This resets the size cutoff
and the material that detected
before no longer detects.
38. Explosive Density and X-ray Automatic Detection Size Discrimination
This is a 4 generator
x-ray system and
you can see I was
able to get the
M112 C-4 block of
exploisves to NOT
DETECT by adding a
blocking material.
In a clutter bag this
shows that 1.25 lbs.
of high exploisve
could potentially be
NOT DETECTED due
to a size cutoff.
39. Can I use size as a discrimination tool when developing X-ray
detecting algorithms?
Let’s take a closer look.
Preventing the detection of smaller amounts of explosives is extremely dangerous and
illogical.
How much blast pressure is safe for a human?
• Critical to terminal injuries: 40 PSI or 275 Kpa
• Death: 55-65 PSI or 380 Kpa
This does not take into consideration fragmentation
Explosive Density and X-ray Automatic Detection Size Discrimination
40. Can I use size as a discrimination tool when developing X-ray detecting algorithms?
Calculating Net Explosive Weight (NEW)
Definition: The total mass of a live explosive material
Equation: (quantity)(weight in lbs..)(RE factor) = NEW
o RE factor = relative effectiveness factor
Example: What is the NEW of PETN weighing 0.30 lbs.?
(1)(0.30 lbs..)(1.66) = 0.498 lbs..
0.498 lbs.. = 0.22 kg
Explosive Density and X-ray Automatic Detection Size Discrimination
https://en.wikipedia.org/wiki/TNT_equivalent
41. Can I use size as a discrimination tool when developing X-ray
detecting algorithms?
Online Blast Calculators
Calculator Source: United Nations Office for Disarmament Affairs
Explosive Density and X-ray Automatic Detection Size Discrimination
42. Can I use size as a discrimination tool when developing X-ray
detecting algorithms?
Analyzing Blast Calculator Results
Explosive Density and X-ray Automatic Detection Size Discrimination
43. Explosive Density and X-ray Automatic Detection Size Discrimination
How Much Will Kill You???
44.
45.
46. Conclusions
• Automatic detection windows cannot safely be narrowed to reduce false alarms to try
and prevent false alarms
• Using Size discrimination to reduce false alarms cannot be considered a safe method
due to blast pressure measurements on a person.
• Cutting out density ranges where we see most false alarm causing materials is not a
effective method because the majority of exploisves that are being used today fall into
those ranges.
• Security officers should verify each and every false alarm to ensure it is not explosive
material. Detection should always outweigh throughput.
Explosive Density and X-ray Automatic Detection Size Discrimination