SlideShare a Scribd company logo
Andrew C. Sulowski, M.Sc.,P.Eng.
International Fall Protection Symposium
A+A 2011, Düsseldorf
www.fallpro.com
The selected issues:
1. FP in a hangar
1.1 Aircraft assembly
1.2 Aircraft maintenance
1.3 Servicing helicopters
2. FP at an airport
2.1 At a regular, concrete surface tarmac
2.2 At a temporary landing field
3. Special projects
3.1 FP for the C-17 military transport plane
3.2 FAS for an open-door helicopter
4. R&D in Fall Protection – Possible Applications
5. Regulations
1.1 Fall Protection During Aircraft Assembly
Operations.
1.2 Fall Protection During Aircraft Maintenance
Operations in a Hangar.
Mansafe HLL by Latchways Co. –
Principle of Transfastener Operation
1.3 Fall Protection when Servicing Helicopters.
2.1 Fall Protection at a Regular Airport.
2.2 Fall Protection at a Temporary Landing Field.
3.1 Special Projects – Fall Protection
for C-17 Military Transport Plane
Maximum Arresting Force Measurement of
the C-17 Shock-Absorbing Lanyard, Full-
Body Harness, 225 lb. Torso Manikin from
Free-Fall Distances up to 14 ft.
23 October 2006
Chris Albery
General Dynamics – AIS
chris.albery@wpafb.af.mil
Deken Keil
Mission Systems Engineer
516th Aeronautical Systems Wing
deken.keil@wpafb.af.mil
Approved for public release; distribution is unlimited. AFRL-WS 06-2454
The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed
to represent any agency determination or policy.
 Fall protection required when working
10 ft or more above next level
• Fall Restraint is preferred
• Fall protection is allowed
 Safety regulations limit allowable free-fall with a
fall protection system to 6 ft.
• Exception allowed if documentation exists to show
maximum arresting force (MAF) limited to 1800 lbs.
• C-17 fall protection system allows free-falls up to 14 ft.
Approved for public release; distribution is unlimited. AFRL-WS 06-2454
The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed
to represent any agency determination or policy.
 Deficiency Report generated over
concerns with:
• Ground contact
• Exceeding 6 ft. free-fall distance
• Ground contact risk mitigated by restricting
lanyard length and use of specific
receptacles
• 6 ft. free-fall mandate exceeded
 Miscalculation of free-fall distance
 Documentation existed for free-falls only up to 9 ft.
 Safety regulations required documentation of MAF
for free-falls up to 14 ft.
Approved for public release; distribution is unlimited. AFRL-WS 06-2454
The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed
to represent any agency determination or policy.
 Measure the Maximum Arresting Forces (MAF) a
person may experience if they were to free-fall
between 9 ft. and 14 ft. while wearing the C-17 fall
arrest system.
• Verify system compliance with safety regulations
 Previous qualification data indicated MAFs from
926 -1190 lbs. for 9 ft. free-falls with
9 ft. lanyard
 Previous lot testing data indicated MAFs
from 651 -1081 lbs. for 9 ft. free-falls
with 9 ft. lanyard
• Test setup and procedures per
ANSI Z359.1-1992 (R1999)
Approved for public release; distribution is unlimited. AFRL-WS 06-2454
The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed
to represent any agency determination or policy.
 Fall Arrest System
• Full Body Harness (Falls Creek)
 Wraps around waist, shoulders and legs
 D-ring – upper/center of the back (connect lanyard)
 Distributes impact force throughout the trunk - not just the
abdominal area
 MAF limited to 1800 lbs. (AFOSH, OSHA, ANSI)
• Shock-Absorbing Lanyard (Decent Control)
 Folded portion of the lanyard stored in the area above buckle
 Dissipates & limits amount of energy on someone during fall
arrest
 Torso Manikin
• Model T Parachute Dummy
 95th percentile, 6’1” male torso
 Internally ballasted to 225 lbs. & 300 lbs.
 HybridIII manikin vest, abdomen foam
(for harness fit)
Approved for public release; distribution is unlimited. AFRL-WS 06-2454
The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed
to represent any agency determination or policy.
 Subject free-fall Device
• Platform at end of 4 ft. spring loaded, hinged
arm
 Spring ensures the arm clears the path of the manikin once
initiated
• Bomb-shackle locks and releases arm
(electronically)
 Vertical Deceleration Tower
• 60 ft. tower used to expose humans/manikins to
ejection seat acceleration profiles
• Only the tower’s main structure was used for this
program
• Carriage raised/secured at 25 ft.,
• 10,000 lb. capacity force load cell rigidly
attached under the carriage
Approved for public release; distribution is unlimited. AFRL-WS 06-2454
The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed
to represent any agency determination or policy.
 Manikin upright, standing/jump fall posture
 Free-falls from 7 ft. to 14 ft. - total of 21 tests
 New lanyard and harness for each test
• Lanyard length set before each test, attached to
harness D-ring
 Manikin hoisted to platform, lanyard
attached to load cell
• If additional length needed heavy duty chain used
(between lanyard and load cell)
 Load cell and D-ring in-line (no horizontal
offset)
• Pure Z-axis free-falls
 Load cell zeroed just before free-fall
 Voltage sent to bomb shackle initiating free-
fall
 Data collected at 1,000 samples/sec. (120Hz
filter)
Video: 9 ft. free-fall, 9 ft. lanyard
MAF =1684 lbf.
Approved for public release; distribution is unlimited. AFRL-WS 06-2454
The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed
to represent any agency determination or policy.
Free-fall
Distance
# of
Tests
Lanyard Length
9 ft. 5 Fully extended – 9 ft.
9 ft. 1 Not extended – 5 ft.
14 ft. 3 Fully extended – 9 ft.
9 ft. 2 Partially extended – 6 ft.
10.7 ft. 4 Partially extended – 6 ft.
8 ft. 1 Partially extended – 6 ft.
7 ft. 3 Partially extended – 6 ft.
7 ft. 1 Partially extended – 6 ft.
300 lb. manikin
9 ft. 1 Fully extended – 9 ft.
300 lb. manikin
Test Matrix
Video: 14 ft. free-fall, 9 ft. lanyard
MAF =2511 lbf.
Approved for public release; distribution is unlimited. AFRL-WS 06-2454
The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed
to represent any agency determination or policy.
 MAF = Maximum Arresting Force
 FFD = Free-fall Distance
 Lanyard Initial Length
 Lanyard Final Length (post-test, manikin
suspended)
 Δ Length (Lanyard Final Length - Lanyard Initial
Length)
 Lanyard Payout (amount shock absorber deployed)
 Lanyard Buckle Slip
 Manikin Suspended Angle (manikin angle with
respect to the ground)
Approved for public release; distribution is unlimited. AFRL-WS 06-2454
The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed
to represent any agency determination or policy.
Averages for configurations tested more than once
• 9 ft. free-falls, 9 ft. lanyard, (n=5) = 1683 lbs.
• 14 ft. free-falls, 9 ft. lanyard, (n=3) = 2546 lbs.
• 10.7 ft. free-falls, 6 ft. lanyard, (n=3) = 2178 lbs.
• 7 ft. free-falls, 6 ft. lanyard, (n=3) = 1766 lbs.
• 9 ft. free-falls, 6 ft. lanyard, (n=2) = 1955 lbs.
Configurations tested once
• 9 ft. free-fall, 5 ft. lanyard = 1852 lbs. (lanyard failure)
• 8 ft. free-fall, 6 ft. lanyard = 1827 lbs.
• 9 ft. free-fall, 9 ft. lanyard = 2129 lbs. (300 lb. manikin)
• 7 ft. free-fall, 6 ft. lanyard = 2105 lbs. (300 lb. manikin)
Limit = 1800 lbs.
Approved for public release; distribution is unlimited. AFRL-WS 06-2454
The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed
to represent any agency determination or policy.
The five phases associated with a fall while wearing a fall
arrest system are:
1. Fall Onset
2. Free Fall
3. Deceleration
4. Rebound
5. Suspension
The following figure shows a plot and lists the 5 phases
within it.
Note by ACS:There is an error in the above interpretation
of the test curve.
Phase 1: Free fall
Phase 2: Deceleration -Action of the
energy absorber
Phase 3 –part one (until MAF):
Continuing deceleration and the MAF.
Phase 3 –part two: post-MAF (test mass
travelling up)
Phase 4: Rebound
Phase 5: Suspension
 21 tests completed at Wright-Patterson AFB, OH
 Data show a 225 lb. person using these equipment:
• NOT likely to encounter MAFs greater than 1800 lbs. for
free-falls of 9 ft. or less with the 9 ft. lanyard
• ARE likely to encounter MAFs greater than 1800 lbs. for
free-falls of 14 ft. with the 9 ft. lanyard
• ARE likely to encounter MAFs greater than 1800 lbs. for
free-falls greater than 8 ft. with a 6 ft. lanyard.
• Both tests done with a 300 lb. manikin resulted in MAFs
greater than 2100 lbs.
Approved for public release; distribution is unlimited. AFRL-WS 06-2454
The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed
to represent any agency determination or policy.
 MAFs higher than anticipated
 Previous MAF qualification and lot testing resulted
in 900-1100 lbs. (9 ft. free-falls with 9 ft. lanyards, 225 lb.
block)
• Not done at Wright-Patt
• Questionable data
 Calculations contradict these low MAFs
 One qual./lot test as low as 650 lbf.
 Neutral, third party data matches this program’s data
 Post Wright-Patt testing
Approved for public release; distribution is unlimited. AFRL-WS 06-2454
The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed
to represent any agency determination or policy.
 Limited lanyard length and restricted which aircraft
receptacle locations may be used with current
system
 Incorporated changes into Air Force manuals to
ensure MAFs do not exceed 1800 lb. in the case of
a fall from the aircraft
 New C-17 fall protection system currently being
developed
 Expected to be deployed in September 2007.
Approved for public release; distribution is unlimited. AFRL-WS 06-2454
The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed
to represent any agency determination or policy.
3.2 Special Projects – Fall Arrest
System for a Helicopter Crew
 STATEMENT OF WORK FOR
COMMON MOBILE AIRCREW RESTRAINT
SYSTEM (CMARS)
 Prepared by
NAVAL AIR SYSTEMS COMMAND
 Aircrew Systems Program Office (PMA202)
 Human Systems Department (AIR-4.6)
 Note: from A.Sulowski: this is not a restraint but a fall
arrest system (see the slides below)
4. R&D in Fall Protection – Possible Applications
Based on the above data Sulowski
recommended, at the IFPS’2006 in
Seattle,WA, new, revised legal limits for
the MAF according to its direction and
the point of application to the human
body as follows:
6 kN (1,350 lbf) for +Z; subpelvic,
2.75 kN (620 lbf) for +X; spinal (waist)
4 kN (900 lbf) for +Y; hip/waist area.
Fall Protection for the Air Force
Fall Protection for the Air Force
5.1 Fall Protection Regulations - USAF
Chapter 13— FALL PROTECTION
13.1. General Requirements.
13.2. Personal Fall Arrest Systems (PFAS).
13.3. For fall protection on aircraft
surfaces, see AFOSH Standard 91-100,
Aircraft Flight Line – Ground Operation &
Activities.
General Requirements
• FAS required above 10ft elevation
• Max. free fall distance (FFD) – 6ft
• Min. anchorage strength – 5,000 lbs
• Full body harness in FAS
5.2 Fall Protection Regulations – US NAVY
Information from:
Mr.Basil Tominna,P.E.,a safety engineer
for the U.S.Department of the Navy
and vice chair of the Z359 Accredited
Standards Committee (ASC) for Fall
Protection/Arrest.
 The most common fall hazards in the Navy include falls
from roofs, ladders, equipment, cranes and
during aircraft maintenance and other typical general
industry exposures.
Fall hazards and exposures in ships, submarines and
shipyards may include falls from ships and submarines
in the water, when climbing masts or ladders and other
falls to lower surfaces.
 Contractors and subcontractors performing
construction and demolition work on DOD sites are
required to comply with the fall protection
requirements specified in the EM 385-1-1 Health and
Safety Requirements Manual.The fall protection
requirements in EM 385-1-1 (latest version) are based
on and reference the Z359 Fall Protection Code by
incorporating best practices and applications of fall
protection systems and equipment.
 Per EM 385-1-1, contractors as part of the contract are
required to develop a fall protection program and to
submit a site-specific fall protection and prevention
plan to the government-designated authority.
 The fall protection and prevention plan requirements
are similar to the written fall protection procedures
specified as part of the ANSI/ASSE Z359.2-2007
Minimum Requirements for a Comprehensive Managed
Fall Protection Program Standard
Protection against floating away
into space.
1.While attempting to comply with its
own safety regulations both, the USAF
and the Navy seem to be trying to
develop an in-house expertise.This is
commendable and they will eventually
succeed however, it would be much less
expensive and better to use the existing
civilian expertise in fall protection.
2.1 The helicopter crew CMARS system
should employ a quick disconnect
harness to prevent drowning if the
machine plunges into the sea.
2.2 The CMARS is not a restraint system
but a fall arrest system.
3.The Maximum Arrest Force (the shock
load) limits are different for the X,Y,Z
directions and depend on the point of
application to the body.This fact should
be recognized.
 We are gathered here safely ONLY because thousands
of military personnel of NATO in the army, the navy, the
air force and the special forces, secure our safety
every hour of the day.
 As much as the military subjects are not popular in
many circles, the above statement represents a reality.
 The USA, the NATO, Russia, China and others – keep
developing new planes of which speed and
maneuverability exceed the pilots’ capacity to
withstand the g’s and wind effects when ejecting.
 As long as the arms races continue, and as long as
there are young people who understand the geopolitics
and are willing to defend us, civilians – we owe them a
lot - including the best available fall protection.
2011Sulowski_Pres.pdf

More Related Content

Similar to 2011Sulowski_Pres.pdf

Seminar on u a-v
Seminar on u a-vSeminar on u a-v
Seminar on u a-v
tarunnonmed
 
C-130 Weight Limits April 2002
C-130 Weight Limits April 2002C-130 Weight Limits April 2002
C-130 Weight Limits April 2002
1st_TSG_Airborne
 
Bell shape lift_distribution
Bell shape lift_distributionBell shape lift_distribution
Bell shape lift_distribution
Shaurya Gupta
 
mh_saad_resume (2) - Copy
mh_saad_resume (2) - Copymh_saad_resume (2) - Copy
mh_saad_resume (2) - Copymohamed saad
 
Basic runway length
Basic runway lengthBasic runway length
Basic runway length
Gaurang Kakadiya
 
2015 CRW - Setting Up for Success
2015 CRW - Setting Up for Success2015 CRW - Setting Up for Success
2015 CRW - Setting Up for Success
Specialized Carriers & Rigging Association
 
Fall_Protection_Qatar_Presentation1a.ppt
Fall_Protection_Qatar_Presentation1a.pptFall_Protection_Qatar_Presentation1a.ppt
Fall_Protection_Qatar_Presentation1a.ppt
Somasundaram Kailasam
 
Car Racks
Car Racks Car Racks
Car Racks
Brian Jefferson
 
Differences in faa vs icao procedures
Differences in faa vs icao proceduresDifferences in faa vs icao procedures
Differences in faa vs icao procedures
Pangolin Chodri
 
EAGES Proceedings - Hanno Fischer 3
EAGES Proceedings - Hanno Fischer 3EAGES Proceedings - Hanno Fischer 3
EAGES Proceedings - Hanno Fischer 3
Stephan Aubin
 
Overview Of Unmanned Aircraft Systems (UAS)
Overview Of Unmanned Aircraft Systems (UAS)Overview Of Unmanned Aircraft Systems (UAS)
Overview Of Unmanned Aircraft Systems (UAS)
Mark Lewellen
 
A400M Update June 2014
A400M Update June 2014A400M Update June 2014
A400M Update June 2014
ICSA, LLC
 
20 frequently missed hazards in manufacturing from 2016
20 frequently missed hazards in manufacturing from 201620 frequently missed hazards in manufacturing from 2016
20 frequently missed hazards in manufacturing from 2016
John Newquist
 
Horizon I -SNA- s.shakya
Horizon I -SNA- s.shakyaHorizon I -SNA- s.shakya
Horizon I -SNA- s.shakyaSuchita Shakya
 
Forklift_1.ppt
Forklift_1.pptForklift_1.ppt
Forklift_1.ppt
hossam74752
 
HNI U - Brace Yourself: Fall Protection and Safety Strategies to Prevent Work...
HNI U - Brace Yourself: Fall Protection and Safety Strategies to Prevent Work...HNI U - Brace Yourself: Fall Protection and Safety Strategies to Prevent Work...
HNI U - Brace Yourself: Fall Protection and Safety Strategies to Prevent Work...
HNI Risk Services
 
FSA_Flying Ops
FSA_Flying OpsFSA_Flying Ops
FSA_Flying OpsGreg Cox
 
Master präsentation pal sys-offshore
Master präsentation pal sys-offshoreMaster präsentation pal sys-offshore
Master präsentation pal sys-offshore
Benji George
 
Terminal Part 3
Terminal Part 3Terminal Part 3
Terminal Part 3tomrickard
 
Flight Inspection practical.pptx
Flight Inspection practical.pptxFlight Inspection practical.pptx
Flight Inspection practical.pptx
ssuser1edd921
 

Similar to 2011Sulowski_Pres.pdf (20)

Seminar on u a-v
Seminar on u a-vSeminar on u a-v
Seminar on u a-v
 
C-130 Weight Limits April 2002
C-130 Weight Limits April 2002C-130 Weight Limits April 2002
C-130 Weight Limits April 2002
 
Bell shape lift_distribution
Bell shape lift_distributionBell shape lift_distribution
Bell shape lift_distribution
 
mh_saad_resume (2) - Copy
mh_saad_resume (2) - Copymh_saad_resume (2) - Copy
mh_saad_resume (2) - Copy
 
Basic runway length
Basic runway lengthBasic runway length
Basic runway length
 
2015 CRW - Setting Up for Success
2015 CRW - Setting Up for Success2015 CRW - Setting Up for Success
2015 CRW - Setting Up for Success
 
Fall_Protection_Qatar_Presentation1a.ppt
Fall_Protection_Qatar_Presentation1a.pptFall_Protection_Qatar_Presentation1a.ppt
Fall_Protection_Qatar_Presentation1a.ppt
 
Car Racks
Car Racks Car Racks
Car Racks
 
Differences in faa vs icao procedures
Differences in faa vs icao proceduresDifferences in faa vs icao procedures
Differences in faa vs icao procedures
 
EAGES Proceedings - Hanno Fischer 3
EAGES Proceedings - Hanno Fischer 3EAGES Proceedings - Hanno Fischer 3
EAGES Proceedings - Hanno Fischer 3
 
Overview Of Unmanned Aircraft Systems (UAS)
Overview Of Unmanned Aircraft Systems (UAS)Overview Of Unmanned Aircraft Systems (UAS)
Overview Of Unmanned Aircraft Systems (UAS)
 
A400M Update June 2014
A400M Update June 2014A400M Update June 2014
A400M Update June 2014
 
20 frequently missed hazards in manufacturing from 2016
20 frequently missed hazards in manufacturing from 201620 frequently missed hazards in manufacturing from 2016
20 frequently missed hazards in manufacturing from 2016
 
Horizon I -SNA- s.shakya
Horizon I -SNA- s.shakyaHorizon I -SNA- s.shakya
Horizon I -SNA- s.shakya
 
Forklift_1.ppt
Forklift_1.pptForklift_1.ppt
Forklift_1.ppt
 
HNI U - Brace Yourself: Fall Protection and Safety Strategies to Prevent Work...
HNI U - Brace Yourself: Fall Protection and Safety Strategies to Prevent Work...HNI U - Brace Yourself: Fall Protection and Safety Strategies to Prevent Work...
HNI U - Brace Yourself: Fall Protection and Safety Strategies to Prevent Work...
 
FSA_Flying Ops
FSA_Flying OpsFSA_Flying Ops
FSA_Flying Ops
 
Master präsentation pal sys-offshore
Master präsentation pal sys-offshoreMaster präsentation pal sys-offshore
Master präsentation pal sys-offshore
 
Terminal Part 3
Terminal Part 3Terminal Part 3
Terminal Part 3
 
Flight Inspection practical.pptx
Flight Inspection practical.pptxFlight Inspection practical.pptx
Flight Inspection practical.pptx
 

Recently uploaded

ACRP 4-09 Risk Assessment Method to Support Modification of Airfield Separat...
ACRP 4-09 Risk Assessment Method to Support Modification of Airfield Separat...ACRP 4-09 Risk Assessment Method to Support Modification of Airfield Separat...
ACRP 4-09 Risk Assessment Method to Support Modification of Airfield Separat...
Mukeshwaran Balu
 
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
zwunae
 
Water billing management system project report.pdf
Water billing management system project report.pdfWater billing management system project report.pdf
Water billing management system project report.pdf
Kamal Acharya
 
Literature Review Basics and Understanding Reference Management.pptx
Literature Review Basics and Understanding Reference Management.pptxLiterature Review Basics and Understanding Reference Management.pptx
Literature Review Basics and Understanding Reference Management.pptx
Dr Ramhari Poudyal
 
sieving analysis and results interpretation
sieving analysis and results interpretationsieving analysis and results interpretation
sieving analysis and results interpretation
ssuser36d3051
 
Building Electrical System Design & Installation
Building Electrical System Design & InstallationBuilding Electrical System Design & Installation
Building Electrical System Design & Installation
symbo111
 
Fundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptxFundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptx
manasideore6
 
14 Template Contractual Notice - EOT Application
14 Template Contractual Notice - EOT Application14 Template Contractual Notice - EOT Application
14 Template Contractual Notice - EOT Application
SyedAbiiAzazi1
 
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdfBPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
MIGUELANGEL966976
 
PROJECT FORMAT FOR EVS AMITY UNIVERSITY GWALIOR.ppt
PROJECT FORMAT FOR EVS AMITY UNIVERSITY GWALIOR.pptPROJECT FORMAT FOR EVS AMITY UNIVERSITY GWALIOR.ppt
PROJECT FORMAT FOR EVS AMITY UNIVERSITY GWALIOR.ppt
bhadouriyakaku
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
bakpo1
 
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsKuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
Victor Morales
 
Understanding Inductive Bias in Machine Learning
Understanding Inductive Bias in Machine LearningUnderstanding Inductive Bias in Machine Learning
Understanding Inductive Bias in Machine Learning
SUTEJAS
 
bank management system in java and mysql report1.pdf
bank management system in java and mysql report1.pdfbank management system in java and mysql report1.pdf
bank management system in java and mysql report1.pdf
Divyam548318
 
6th International Conference on Machine Learning & Applications (CMLA 2024)
6th International Conference on Machine Learning & Applications (CMLA 2024)6th International Conference on Machine Learning & Applications (CMLA 2024)
6th International Conference on Machine Learning & Applications (CMLA 2024)
ClaraZara1
 
NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...
NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...
NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...
ssuser7dcef0
 
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
ydteq
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
Massimo Talia
 
AIR POLLUTION lecture EnE203 updated.pdf
AIR POLLUTION lecture EnE203 updated.pdfAIR POLLUTION lecture EnE203 updated.pdf
AIR POLLUTION lecture EnE203 updated.pdf
RicletoEspinosa1
 
ACEP Magazine edition 4th launched on 05.06.2024
ACEP Magazine edition 4th launched on 05.06.2024ACEP Magazine edition 4th launched on 05.06.2024
ACEP Magazine edition 4th launched on 05.06.2024
Rahul
 

Recently uploaded (20)

ACRP 4-09 Risk Assessment Method to Support Modification of Airfield Separat...
ACRP 4-09 Risk Assessment Method to Support Modification of Airfield Separat...ACRP 4-09 Risk Assessment Method to Support Modification of Airfield Separat...
ACRP 4-09 Risk Assessment Method to Support Modification of Airfield Separat...
 
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
 
Water billing management system project report.pdf
Water billing management system project report.pdfWater billing management system project report.pdf
Water billing management system project report.pdf
 
Literature Review Basics and Understanding Reference Management.pptx
Literature Review Basics and Understanding Reference Management.pptxLiterature Review Basics and Understanding Reference Management.pptx
Literature Review Basics and Understanding Reference Management.pptx
 
sieving analysis and results interpretation
sieving analysis and results interpretationsieving analysis and results interpretation
sieving analysis and results interpretation
 
Building Electrical System Design & Installation
Building Electrical System Design & InstallationBuilding Electrical System Design & Installation
Building Electrical System Design & Installation
 
Fundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptxFundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptx
 
14 Template Contractual Notice - EOT Application
14 Template Contractual Notice - EOT Application14 Template Contractual Notice - EOT Application
14 Template Contractual Notice - EOT Application
 
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdfBPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
 
PROJECT FORMAT FOR EVS AMITY UNIVERSITY GWALIOR.ppt
PROJECT FORMAT FOR EVS AMITY UNIVERSITY GWALIOR.pptPROJECT FORMAT FOR EVS AMITY UNIVERSITY GWALIOR.ppt
PROJECT FORMAT FOR EVS AMITY UNIVERSITY GWALIOR.ppt
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
 
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsKuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
 
Understanding Inductive Bias in Machine Learning
Understanding Inductive Bias in Machine LearningUnderstanding Inductive Bias in Machine Learning
Understanding Inductive Bias in Machine Learning
 
bank management system in java and mysql report1.pdf
bank management system in java and mysql report1.pdfbank management system in java and mysql report1.pdf
bank management system in java and mysql report1.pdf
 
6th International Conference on Machine Learning & Applications (CMLA 2024)
6th International Conference on Machine Learning & Applications (CMLA 2024)6th International Conference on Machine Learning & Applications (CMLA 2024)
6th International Conference on Machine Learning & Applications (CMLA 2024)
 
NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...
NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...
NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...
 
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
 
AIR POLLUTION lecture EnE203 updated.pdf
AIR POLLUTION lecture EnE203 updated.pdfAIR POLLUTION lecture EnE203 updated.pdf
AIR POLLUTION lecture EnE203 updated.pdf
 
ACEP Magazine edition 4th launched on 05.06.2024
ACEP Magazine edition 4th launched on 05.06.2024ACEP Magazine edition 4th launched on 05.06.2024
ACEP Magazine edition 4th launched on 05.06.2024
 

2011Sulowski_Pres.pdf

  • 1. Andrew C. Sulowski, M.Sc.,P.Eng. International Fall Protection Symposium A+A 2011, Düsseldorf www.fallpro.com
  • 2. The selected issues: 1. FP in a hangar 1.1 Aircraft assembly 1.2 Aircraft maintenance 1.3 Servicing helicopters 2. FP at an airport 2.1 At a regular, concrete surface tarmac 2.2 At a temporary landing field 3. Special projects 3.1 FP for the C-17 military transport plane 3.2 FAS for an open-door helicopter 4. R&D in Fall Protection – Possible Applications 5. Regulations
  • 3. 1.1 Fall Protection During Aircraft Assembly Operations.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12. 1.2 Fall Protection During Aircraft Maintenance Operations in a Hangar.
  • 13.
  • 14.
  • 15.
  • 16. Mansafe HLL by Latchways Co. – Principle of Transfastener Operation
  • 17.
  • 18.
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28.
  • 29.
  • 30.
  • 31.
  • 32.
  • 33. 1.3 Fall Protection when Servicing Helicopters.
  • 34.
  • 35.
  • 36.
  • 37.
  • 38.
  • 39. 2.1 Fall Protection at a Regular Airport.
  • 40.
  • 41.
  • 42.
  • 43.
  • 44.
  • 45.
  • 46.
  • 47.
  • 48.
  • 49. 2.2 Fall Protection at a Temporary Landing Field.
  • 50.
  • 51.
  • 52.
  • 53.
  • 54.
  • 55. 3.1 Special Projects – Fall Protection for C-17 Military Transport Plane
  • 56. Maximum Arresting Force Measurement of the C-17 Shock-Absorbing Lanyard, Full- Body Harness, 225 lb. Torso Manikin from Free-Fall Distances up to 14 ft. 23 October 2006 Chris Albery General Dynamics – AIS chris.albery@wpafb.af.mil Deken Keil Mission Systems Engineer 516th Aeronautical Systems Wing deken.keil@wpafb.af.mil Approved for public release; distribution is unlimited. AFRL-WS 06-2454 The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed to represent any agency determination or policy.
  • 57.  Fall protection required when working 10 ft or more above next level • Fall Restraint is preferred • Fall protection is allowed  Safety regulations limit allowable free-fall with a fall protection system to 6 ft. • Exception allowed if documentation exists to show maximum arresting force (MAF) limited to 1800 lbs. • C-17 fall protection system allows free-falls up to 14 ft. Approved for public release; distribution is unlimited. AFRL-WS 06-2454 The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed to represent any agency determination or policy.
  • 58.  Deficiency Report generated over concerns with: • Ground contact • Exceeding 6 ft. free-fall distance • Ground contact risk mitigated by restricting lanyard length and use of specific receptacles • 6 ft. free-fall mandate exceeded  Miscalculation of free-fall distance  Documentation existed for free-falls only up to 9 ft.  Safety regulations required documentation of MAF for free-falls up to 14 ft. Approved for public release; distribution is unlimited. AFRL-WS 06-2454 The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed to represent any agency determination or policy.
  • 59.  Measure the Maximum Arresting Forces (MAF) a person may experience if they were to free-fall between 9 ft. and 14 ft. while wearing the C-17 fall arrest system. • Verify system compliance with safety regulations  Previous qualification data indicated MAFs from 926 -1190 lbs. for 9 ft. free-falls with 9 ft. lanyard  Previous lot testing data indicated MAFs from 651 -1081 lbs. for 9 ft. free-falls with 9 ft. lanyard • Test setup and procedures per ANSI Z359.1-1992 (R1999) Approved for public release; distribution is unlimited. AFRL-WS 06-2454 The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed to represent any agency determination or policy.
  • 60.  Fall Arrest System • Full Body Harness (Falls Creek)  Wraps around waist, shoulders and legs  D-ring – upper/center of the back (connect lanyard)  Distributes impact force throughout the trunk - not just the abdominal area  MAF limited to 1800 lbs. (AFOSH, OSHA, ANSI) • Shock-Absorbing Lanyard (Decent Control)  Folded portion of the lanyard stored in the area above buckle  Dissipates & limits amount of energy on someone during fall arrest  Torso Manikin • Model T Parachute Dummy  95th percentile, 6’1” male torso  Internally ballasted to 225 lbs. & 300 lbs.  HybridIII manikin vest, abdomen foam (for harness fit) Approved for public release; distribution is unlimited. AFRL-WS 06-2454 The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed to represent any agency determination or policy.
  • 61.  Subject free-fall Device • Platform at end of 4 ft. spring loaded, hinged arm  Spring ensures the arm clears the path of the manikin once initiated • Bomb-shackle locks and releases arm (electronically)  Vertical Deceleration Tower • 60 ft. tower used to expose humans/manikins to ejection seat acceleration profiles • Only the tower’s main structure was used for this program • Carriage raised/secured at 25 ft., • 10,000 lb. capacity force load cell rigidly attached under the carriage Approved for public release; distribution is unlimited. AFRL-WS 06-2454 The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed to represent any agency determination or policy.
  • 62.  Manikin upright, standing/jump fall posture  Free-falls from 7 ft. to 14 ft. - total of 21 tests  New lanyard and harness for each test • Lanyard length set before each test, attached to harness D-ring  Manikin hoisted to platform, lanyard attached to load cell • If additional length needed heavy duty chain used (between lanyard and load cell)  Load cell and D-ring in-line (no horizontal offset) • Pure Z-axis free-falls  Load cell zeroed just before free-fall  Voltage sent to bomb shackle initiating free- fall  Data collected at 1,000 samples/sec. (120Hz filter) Video: 9 ft. free-fall, 9 ft. lanyard MAF =1684 lbf. Approved for public release; distribution is unlimited. AFRL-WS 06-2454 The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed to represent any agency determination or policy.
  • 63. Free-fall Distance # of Tests Lanyard Length 9 ft. 5 Fully extended – 9 ft. 9 ft. 1 Not extended – 5 ft. 14 ft. 3 Fully extended – 9 ft. 9 ft. 2 Partially extended – 6 ft. 10.7 ft. 4 Partially extended – 6 ft. 8 ft. 1 Partially extended – 6 ft. 7 ft. 3 Partially extended – 6 ft. 7 ft. 1 Partially extended – 6 ft. 300 lb. manikin 9 ft. 1 Fully extended – 9 ft. 300 lb. manikin Test Matrix Video: 14 ft. free-fall, 9 ft. lanyard MAF =2511 lbf. Approved for public release; distribution is unlimited. AFRL-WS 06-2454 The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed to represent any agency determination or policy.
  • 64.  MAF = Maximum Arresting Force  FFD = Free-fall Distance  Lanyard Initial Length  Lanyard Final Length (post-test, manikin suspended)  Δ Length (Lanyard Final Length - Lanyard Initial Length)  Lanyard Payout (amount shock absorber deployed)  Lanyard Buckle Slip  Manikin Suspended Angle (manikin angle with respect to the ground) Approved for public release; distribution is unlimited. AFRL-WS 06-2454 The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed to represent any agency determination or policy.
  • 65. Averages for configurations tested more than once • 9 ft. free-falls, 9 ft. lanyard, (n=5) = 1683 lbs. • 14 ft. free-falls, 9 ft. lanyard, (n=3) = 2546 lbs. • 10.7 ft. free-falls, 6 ft. lanyard, (n=3) = 2178 lbs. • 7 ft. free-falls, 6 ft. lanyard, (n=3) = 1766 lbs. • 9 ft. free-falls, 6 ft. lanyard, (n=2) = 1955 lbs. Configurations tested once • 9 ft. free-fall, 5 ft. lanyard = 1852 lbs. (lanyard failure) • 8 ft. free-fall, 6 ft. lanyard = 1827 lbs. • 9 ft. free-fall, 9 ft. lanyard = 2129 lbs. (300 lb. manikin) • 7 ft. free-fall, 6 ft. lanyard = 2105 lbs. (300 lb. manikin) Limit = 1800 lbs. Approved for public release; distribution is unlimited. AFRL-WS 06-2454 The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed to represent any agency determination or policy.
  • 66. The five phases associated with a fall while wearing a fall arrest system are: 1. Fall Onset 2. Free Fall 3. Deceleration 4. Rebound 5. Suspension The following figure shows a plot and lists the 5 phases within it. Note by ACS:There is an error in the above interpretation of the test curve.
  • 67.
  • 68. Phase 1: Free fall Phase 2: Deceleration -Action of the energy absorber Phase 3 –part one (until MAF): Continuing deceleration and the MAF. Phase 3 –part two: post-MAF (test mass travelling up) Phase 4: Rebound Phase 5: Suspension
  • 69.
  • 70.  21 tests completed at Wright-Patterson AFB, OH  Data show a 225 lb. person using these equipment: • NOT likely to encounter MAFs greater than 1800 lbs. for free-falls of 9 ft. or less with the 9 ft. lanyard • ARE likely to encounter MAFs greater than 1800 lbs. for free-falls of 14 ft. with the 9 ft. lanyard • ARE likely to encounter MAFs greater than 1800 lbs. for free-falls greater than 8 ft. with a 6 ft. lanyard. • Both tests done with a 300 lb. manikin resulted in MAFs greater than 2100 lbs. Approved for public release; distribution is unlimited. AFRL-WS 06-2454 The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed to represent any agency determination or policy.
  • 71.  MAFs higher than anticipated  Previous MAF qualification and lot testing resulted in 900-1100 lbs. (9 ft. free-falls with 9 ft. lanyards, 225 lb. block) • Not done at Wright-Patt • Questionable data  Calculations contradict these low MAFs  One qual./lot test as low as 650 lbf.  Neutral, third party data matches this program’s data  Post Wright-Patt testing Approved for public release; distribution is unlimited. AFRL-WS 06-2454 The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed to represent any agency determination or policy.
  • 72.  Limited lanyard length and restricted which aircraft receptacle locations may be used with current system  Incorporated changes into Air Force manuals to ensure MAFs do not exceed 1800 lb. in the case of a fall from the aircraft  New C-17 fall protection system currently being developed  Expected to be deployed in September 2007. Approved for public release; distribution is unlimited. AFRL-WS 06-2454 The findings and conclusions in this presentation have not been formally disseminated by the Air Force and should not be construed to represent any agency determination or policy.
  • 73. 3.2 Special Projects – Fall Arrest System for a Helicopter Crew
  • 74.
  • 75.  STATEMENT OF WORK FOR COMMON MOBILE AIRCREW RESTRAINT SYSTEM (CMARS)  Prepared by NAVAL AIR SYSTEMS COMMAND  Aircrew Systems Program Office (PMA202)  Human Systems Department (AIR-4.6)  Note: from A.Sulowski: this is not a restraint but a fall arrest system (see the slides below)
  • 76.
  • 77.
  • 78.
  • 79.
  • 80.
  • 81.
  • 82. 4. R&D in Fall Protection – Possible Applications
  • 83.
  • 84.
  • 85.
  • 86. Based on the above data Sulowski recommended, at the IFPS’2006 in Seattle,WA, new, revised legal limits for the MAF according to its direction and the point of application to the human body as follows: 6 kN (1,350 lbf) for +Z; subpelvic, 2.75 kN (620 lbf) for +X; spinal (waist) 4 kN (900 lbf) for +Y; hip/waist area.
  • 87. Fall Protection for the Air Force
  • 88.
  • 89. Fall Protection for the Air Force
  • 90.
  • 91.
  • 92.
  • 93.
  • 94.
  • 95.
  • 96.
  • 97. 5.1 Fall Protection Regulations - USAF
  • 98. Chapter 13— FALL PROTECTION 13.1. General Requirements. 13.2. Personal Fall Arrest Systems (PFAS). 13.3. For fall protection on aircraft surfaces, see AFOSH Standard 91-100, Aircraft Flight Line – Ground Operation & Activities.
  • 99. General Requirements • FAS required above 10ft elevation • Max. free fall distance (FFD) – 6ft • Min. anchorage strength – 5,000 lbs • Full body harness in FAS
  • 100. 5.2 Fall Protection Regulations – US NAVY
  • 101. Information from: Mr.Basil Tominna,P.E.,a safety engineer for the U.S.Department of the Navy and vice chair of the Z359 Accredited Standards Committee (ASC) for Fall Protection/Arrest.
  • 102.  The most common fall hazards in the Navy include falls from roofs, ladders, equipment, cranes and during aircraft maintenance and other typical general industry exposures. Fall hazards and exposures in ships, submarines and shipyards may include falls from ships and submarines in the water, when climbing masts or ladders and other falls to lower surfaces.
  • 103.  Contractors and subcontractors performing construction and demolition work on DOD sites are required to comply with the fall protection requirements specified in the EM 385-1-1 Health and Safety Requirements Manual.The fall protection requirements in EM 385-1-1 (latest version) are based on and reference the Z359 Fall Protection Code by incorporating best practices and applications of fall protection systems and equipment.
  • 104.  Per EM 385-1-1, contractors as part of the contract are required to develop a fall protection program and to submit a site-specific fall protection and prevention plan to the government-designated authority.  The fall protection and prevention plan requirements are similar to the written fall protection procedures specified as part of the ANSI/ASSE Z359.2-2007 Minimum Requirements for a Comprehensive Managed Fall Protection Program Standard
  • 105. Protection against floating away into space.
  • 106.
  • 107.
  • 108.
  • 109.
  • 110. 1.While attempting to comply with its own safety regulations both, the USAF and the Navy seem to be trying to develop an in-house expertise.This is commendable and they will eventually succeed however, it would be much less expensive and better to use the existing civilian expertise in fall protection.
  • 111. 2.1 The helicopter crew CMARS system should employ a quick disconnect harness to prevent drowning if the machine plunges into the sea. 2.2 The CMARS is not a restraint system but a fall arrest system.
  • 112. 3.The Maximum Arrest Force (the shock load) limits are different for the X,Y,Z directions and depend on the point of application to the body.This fact should be recognized.
  • 113.
  • 114.  We are gathered here safely ONLY because thousands of military personnel of NATO in the army, the navy, the air force and the special forces, secure our safety every hour of the day.  As much as the military subjects are not popular in many circles, the above statement represents a reality.  The USA, the NATO, Russia, China and others – keep developing new planes of which speed and maneuverability exceed the pilots’ capacity to withstand the g’s and wind effects when ejecting.  As long as the arms races continue, and as long as there are young people who understand the geopolitics and are willing to defend us, civilians – we owe them a lot - including the best available fall protection.