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Page 1: Human Factor

1Human Factors in Aviation Maintenance

Human Factors

inAviation Maintenance

2Human Factors in Aviation Maintenance

Welcome

Page 2: Human Factor

4Human Factors in Aviation Maintenance

1. What is human factors?

2. History of human factors

3. Human factors spectacles

4. The PEAR model

5. Human error

6. Maintenance accidents

7. Where to get information

8. Summary

Presentation Content

5Human Factors in Aviation Maintenance

1What is Human Factors?

Page 3: Human Factor

7Human Factors in Aviation Maintenance

What is Human Factors?

This section shall:

• Define human factors as it relates to

maintenance

• Show specific examples of maintenance

human factors

• Show why the topic is important to you

8Human Factors in Aviation Maintenance

List “Human Factors” Related to Maintenance

Page 4: Human Factor

10Human Factors in Aviation Maintenance

• Designing workplaces, tools,

procedures, and policies so people

can use them easily and safely

• Primary concern is for people in the

organization

• Combines elements from many

disciplines

• Critical to the overall flight safety

and personal safety

What is Human Factors?

11Human Factors in Aviation Maintenance

Ensure continuing safety and efficiency by paying

attention to issues that affect human performance.

Human Factors Goal — A Summary

Page 5: Human Factor

12Human Factors in Aviation Maintenance

The Elements of Human Factors

14Human Factors in Aviation Maintenance

• Personality types

• Relating to other people

• Dealing with stress

• Coping mechanisms

• Self image

• Accepting criticism

Clinical Psychology

Page 6: Human Factor

15Human Factors in Aviation Maintenance

• Study of human body part sizes

• Can the user reach controls?

• Ability to access aircraft parts and systems

• Designing for extremes, i.e., smallest female and largest male

• No such thing as the “average”person

Anthropometrics

16Human Factors in Aviation Maintenance

• Reinforcing desired behavior

• Observations in the workplace

• Statistical analysis

• Effects of stress on behavior

• Controlled studies of the effects of work policies and procedures

Experimental Psychology

Page 7: Human Factor

17Human Factors in Aviation Maintenance

• Human-computer interaction

• User interface design

• Requirements analysis for

software-based tools and test

equipment

• Accommodation for range of

computer literacy

Computer Science

18Human Factors in Aviation Maintenance

• The “mental” parts of

perception

• Problem solving ability

• Things that affect

troubleshooting performance

• Effects of stress on mental

processing

Cognitive Science

Page 8: Human Factor

19Human Factors in Aviation Maintenance

• Industrial safety

• Slips, trips, and falls

• Materials handling, e.g., lifting

• Toxic materials storage and

use

• Facility design and safety

• Warnings

Safety Engineering

20Human Factors in Aviation Maintenance

• Skeletal and muscular structure

• Biomechanics

• Physical structure of perceptual

elements, e.g., eyes

• Work physiology, e.g., heat

generation and dissipation

• Fatigue effects

Medical Science

Page 9: Human Factor

21Human Factors in Aviation Maintenance

• Organizational structure

• Rewards and compensation

• Motivation

• Work teams and groups

• Union/management relations

• Equitable treatment

Organizational Psychology

22Human Factors in Aviation Maintenance

• Principles of learning

• Ways to help people to

remember

• Design of instruction

Educational Psychology

Page 10: Human Factor

23Human Factors in Aviation Maintenance

• Organized approach to the

study of work

• Setting reasonable work

standards

• Making work tasks efficient

• Statistical analysis of work

performance

• Efficient facility layout

Industrial Engineering

24Human Factors in Aviation Maintenance

Ensure continuing safety and efficiency by paying

attention to issues that affect human performance.

Human Factors Goal for Review

Page 11: Human Factor

25Human Factors in Aviation Maintenance

2History of Human Factors

27Human Factors in Aviation Maintenance

• Early military work on designing

weapons and uniforms

• Time and motion studies (Frank

and Lillian Gilbreth)

• World War II aircraft cockpit

controls and displays

• Establishment of Human Factors

Society (1957)

• Military systems and

consumer products

The History of Human Factors

Page 12: Human Factor

28Human Factors in Aviation Maintenance

Maintenance Human Factors has Evolved in 20 Years!

29Human Factors in Aviation Maintenance

Human Factors Timeline

Page 13: Human Factor

31Human Factors in Aviation Maintenance

Human Factors and Ergonomics

Society

• Established in 1957

• 5,000 members +/-

• 50/50, psychology/engineering

• In 49 states and 42 countries

International Ergonomics Association

• Established 1959

• 42 federated societies

Human Factors and Ergonomics Society and International Ergonomics Association

32Human Factors in Aviation Maintenance

Human Factors Spectacles3

Page 14: Human Factor

34Human Factors in Aviation Maintenance

• Examples of the human factors

perspective

• You can see human performance

issues if you look

• The remainder of this presentation will show you what to look for

• Look at others

• Look at yourself

• Look at the environment that

surrounds you

Put on your “Human Factors Spectacles”

35Human Factors in Aviation Maintenance

• Sensitivity to human factors

• Knowledge of how human factors affect work and

safety

• Objectively examine your world

• Be willing to make suggestions and comments

Put on your “Human Factors Spectacles”

Page 15: Human Factor

36Human Factors in Aviation Maintenance

• What was the premise of the human factors spectacles video?

• List 10 things that you see while driving with your human factors

spectacles

• List 10 things that you see in this class with your human factors

spectacles

• List 10 things that you see at work with your human factors

spectacles

• What do you see at home with the human factors spectacles?

• In the mirror?

What did you Learn about Human Factors Spectacles from the Introductory Video?

37Human Factors in Aviation Maintenance

A Reminder to Apply Human Factors Principles 24 x 7

Page 16: Human Factor

38Human Factors in Aviation Maintenance

The PEAR Model4

40Human Factors in Aviation Maintenance

• Models make it easier to understand complex things

• Easy to remember

• Models can be 2-D, 3-D, or mental

Why Use Models?

Page 17: Human Factor

42Human Factors in Aviation Maintenance

• Originally used for

pilot’s crew resource

management (CRM)

• Has served human

factors training well –

worldwide

• A bit abstract

The SHELL Model

44Human Factors in Aviation Maintenance

• S includes all documentation

• H is physical stuff, like tools and equipment

• E is for the physical and social environment

• L-1 is for individuals

• L-2 is for groups

The SHELL Model Explained

Page 18: Human Factor

46Human Factors in Aviation Maintenance

• PEAR is easy to remember

• It works for maintenance

• It is matched with the SHELL model

The PEAR Model

48Human Factors in Aviation Maintenance

• People who perform the job

• Organizational and physical environment

• Actions (tasks) performed as part of the job

• Tools, procedures, and other resources

PEAR

Page 19: Human Factor

49Human Factors in Aviation Maintenance

Physical

• Size

• Gender

• Age

• Strength

• The five senses

Physiological

• Health

• Nutrition

• Lifestyle

• Alertness/fatigue

• Chemical dependency

Psychological

• Experience

• Knowledge

• Training

• Attitude

• Emotional state

Psychosocial

• Interpersonal relations

• Ability to communicate

• Empathy

• Leadership

People

50Human Factors in Aviation Maintenance

Physiological

• Health

• Nutrition

• Lifestyle

• Alertness/fatigue

• Chemical dependency

Physical

• Size

• Gender

• Age

• Strength

• The five senses

Psychological

• Experience

• Knowledge

• Training

• Attitude

• Emotional state

Psychosocial

• Interpersonal relations

• Ability to communicate

• Empathy

• LeadershipLet’s review one

People — Fatigue

Page 20: Human Factor

51Human Factors in Aviation Maintenance

• We live in

24x7x365 world

• Aviation does not

rest

• Humans need rest!

What Does This Mean?

53Human Factors in Aviation Maintenance

Overview of Fatigue

Page 21: Human Factor

55Human Factors in Aviation Maintenance

PresentationTime!!

Is best when people

and presenters are

alert!

Timing is Everything?

57Human Factors in Aviation Maintenance

Chronic Fatigue (harder to fix)

•Frequent recurrence

•Long duration

•Slow recovery

•Often a physical

sickness or mental stress

causing chronic fatigue

Acute Fatigue

Intense

Short duration

Cured with a good night’s

sleep

Types of Fatigue — Acute Fatigue

Page 22: Human Factor

59Human Factors in Aviation Maintenance

Chronic Fatigue (harder to fix)

•Frequent recurrence

•Long duration

•Slow recovery

•Often a physical

sickness or mental stress

causing chronic fatigue

Acute Fatigue

Intense

Short duration

Cured with a good night’s

sleep

Types of Fatigue — Chronic Fatigue

61Human Factors in Aviation Maintenance

• Get your 8 hours of sleep

• Proper sleep conditions

• Nutrition

• Exercise

• Hydration

• Moderate caffeine

Fatigue and Proper Rest

Page 23: Human Factor

63Human Factors in Aviation Maintenance

An Excellent Website About Sleep

64Human Factors in Aviation Maintenance

• Fatigue is a human condition

• When you are very tired you

will not admit it (like a tired

child)

• Acknowledge fatigue and tell

co-workers

• Try to remain active

• Talk to others

• Use caffeine in moderation

Avoiding Error When Fatigued

Page 24: Human Factor

66Human Factors in Aviation Maintenance

• Arrive fit for duty (rested)

• Move around, take breaks

• Alert co-workers if fatigued

• Have some caffeine

• Do boring tasks early, if possible

Promoting Alertness at Work

68Human Factors in Aviation Maintenance

Charles Lindbergh and Fatigue

Page 25: Human Factor

70Human Factors in Aviation Maintenance

Physiological

• Health

• Nutrition

• Lifestyle

• Alertness/fatigue

• Chemical dependency

Physical

• Size

• Gender

• Age

• Strength

• The five senses

Psychological

• Experience

• Knowledge

• Training

• Attitude

• Emotional state

Psychosocial

• Interpersonal relations

• Ability to communicate

• Empathy

• Leadership

Let’s review one

People — Size — Anthropometrics

71Human Factors in Aviation Maintenance

The Study of Body Measurement

• User populations

• Why it’s important

• Male/female split

• Individual variation

• Use of “percentiles”

• The myth of the 50th percentile person

• 5th through 95th percentile

Anthropometry

Page 26: Human Factor

72Human Factors in Aviation Maintenance

Anthropometry Percentiles

73Human Factors in Aviation Maintenance

Physiological

• Health

• Nutrition

• Lifestyle

• Alertness/fatigue

• Chemical dependency

Physical

• Size

• Gender

• Age

• Strength

• The five senses

Psychological

• Experience

• Knowledge

• Training

• Attitude

• Emotional state

Psychosocial

• Interpersonal relations

• Ability to communicate

• Empathy

• Leadership

The Five Senses

People — Vision and Hearing

Page 27: Human Factor

74Human Factors in Aviation Maintenance

• European Aviation Safety Agency (EASA) requires an

understanding of the eye, the ear, and the nose

• FAA places more emphasis on protection

• The following slides show EASA-level details

People — Vision and Hearing

75Human Factors in Aviation Maintenance

• This animation reviews the

parts of the eye and how

they function

• Wear your safety glasses

• Have a regular eye exam

People — Vision

Page 28: Human Factor

77Human Factors in Aviation Maintenance

• This animation reviews the

parts of the ear and how

they function

• Wear hearing protection

• Have an audio check-up

People — Hearing

79Human Factors in Aviation Maintenance

Sensors in the skin

perceive temperature,

pressure, and other tactile

information

People — Taste / Touch / Smell

Page 29: Human Factor

81Human Factors in Aviation Maintenance

When you’re having your meal, you:

See

Smell

Taste

Feel

Hear

How to Remember the Five Senses

82Human Factors in Aviation Maintenance

Human SensesHuman Factors

Human Factors

Human Factors

Sensing Versus Perception

Page 30: Human Factor

83Human Factors in Aviation Maintenance

As quickly as possible,

say the color of each word on the screen.

A Test / Example of…Volunteer Needed

84Human Factors in Aviation Maintenance

desk

rock

cat

spoon

book

Sensing and Perception

Page 31: Human Factor

85Human Factors in Aviation Maintenance

dog

house

table

car

tree

Sensing and Perception

86Human Factors in Aviation Maintenance

red

blue

gray

purple

green

Sensing and Perception

Page 32: Human Factor

87Human Factors in Aviation Maintenance

What is This?

88Human Factors in Aviation Maintenance

Both the letter “B” and the number “13” are the same figure. However,

the context determines how you perceive it.

(Coren, et al, (1994), Sensation and Perception, Harcourt Brace College Publishers)

What is This Now?

Page 33: Human Factor

89Human Factors in Aviation Maintenance

PEAR — People — Summary: It Takes a Human to Adapt to this Kind of Work

90Human Factors in Aviation Maintenance

Physical

• Weather extremes

• Location (in/out)

• Workspace

• Lighting

• Sound levels

• Housekeeping

• Safety issues

Organizational

• Personnel

• Supervision

• Labor - management

• Size of company

• Profitability

• Job security

• Morale

• Corporate culture

• Safety culture

Environment

Page 34: Human Factor

91Human Factors in Aviation Maintenance

• Exposure to noise is cumulative

• People cannot adapt to high

noise levels

• Noise interferes with

communication

• OSHA requires hearing

protection above 85 dbA (TWA)

• Ear protection devices can also

interfere with communication

• Noise increases the rate of errors

Noise

92Human Factors in Aviation Maintenance

• Safety is everyone’s responsibility

• Management rewards safe actions

• Everyone is empowered to stop

work for safety concerns

• Employees will enforce safety

practices

• Reporting unsafe acts or conditions

will be rewarded

• Employees work as a team

• Formal safety management systems

are due in 2009 (ICAO)

Organizational Factors — Safety Culture

Page 35: Human Factor

93Human Factors in Aviation Maintenance

• What do you need to know?

• What skills are necessary?

• Steps to perform a task

• Sequence of actions

• Communication requirements

• Information requirements

• Inspection requirements

• Certification requirements

Actions

94Human Factors in Aviation Maintenance

• How do you communicate error events?

• Are there enough people to do the job?

• Do personnel understand the cost of aircraft damage?

• How can you motivate one another to care more?

• Are you responsible for the things that others do?

Actions — What Can You Do Today?

Page 36: Human Factor

95Human Factors in Aviation Maintenance

• Identify the steps required to

complete a task

• For each step, identify the

information, tools,

communication links,

procedures, and so forth,

necessary to complete the

step

Task Analysis — It’s How We Do It

96Human Factors in Aviation Maintenance

• Lack of communication is a

major cause of errors

• Verbal and non-verbal

• Positive listening

• Communication protocols

• Affirm reception of information

(readback)

• Never assume the information

you transmitted is the same

information received

Communication

Page 37: Human Factor

97Human Factors in Aviation Maintenance

• Technical documentation systems

• Test equipment

• Enough time

• Enough people

• Lifts, ladders, stands, seats

• Materials

• Portable lighting, heating, cooling

• Training

Resources

98Human Factors in Aviation Maintenance

• Are resources ever a problem?

• What are the solutions?

• Can you give an example?

• What advice can you offer?

Resources — Please Offer Your Examples

Page 38: Human Factor

99Human Factors in Aviation Maintenance

• It’s how we get objective

information

• A “must have” for proper

diagnosis

• Can have a good or bad user

interface

• Can be misused

• Might require significant

training to use properly

Test Equipment

100Human Factors in Aviation Maintenance

• Everything in aviation

maintenance is proceduralized

• FAA regulations (part 43)

require aviation maintenance

technicians to follow approved

procedures

• Some procedures don’t work as

written

• Most common violation is

“failure to follow procedures”

Procedures

Page 39: Human Factor

101Human Factors in Aviation Maintenance

Human Error5

103Human Factors in Aviation Maintenance

• Definition of human error

• Types of errors

• The “dirty dozen”

• Examples of errors

• Event investigations –Maintenance Error Decision Aid (MEDA)

Human Error

Page 40: Human Factor

104Human Factors in Aviation Maintenance

Gravity

Humans

The Greatest Hazard to Aircraft is…?

105Human Factors in Aviation Maintenance

80% of Events are Caused by Human Error

Page 41: Human Factor

106Human Factors in Aviation Maintenance

Only one way to

disassemble

40,000+ ways to

incorrectly

reassemble!

The Odds are Against Doing it Right!

107Human Factors in Aviation Maintenance

A human action with

unintended consequences

Definition of Human Error

Page 42: Human Factor

108Human Factors in Aviation Maintenance

Types of Human Error

110Human Factors in Aviation Maintenance

Active and Latent Errors

Page 43: Human Factor

112Human Factors in Aviation Maintenance

• Incomplete installation (33%)

• Damage on installation (14.5%)

• Improper installation (11%)

• Equipment not installed or

missing (11%)

• Foreign object damage (6.5%)

• Improper troubleshooting, inspection, test (6%)

• Equipment not activated or deactivated (4%)

Data from Boeing study of 276 in-flight

engine shutdowns (1994)

Why Things Go Wrong

113Human Factors in Aviation Maintenance

The Civil Aviation Authority’s List of Errors

Page 44: Human Factor

115Human Factors in Aviation Maintenance

• Eliminate these causes and

you have conquered most

human errors

• Talk about each of these

• What are the causes in your

company?

• What are the corrective

actions?

The 12 Most Common Causes for Human Errors

117Human Factors in Aviation Maintenance

Dirty Dozen — Lack of Communication

Page 45: Human Factor

119Human Factors in Aviation Maintenance

Dirty Dozen — Lack of Teamwork

121Human Factors in Aviation Maintenance

Dirty Dozen — Norms

Page 46: Human Factor

123Human Factors in Aviation Maintenance

Dirty Dozen — Pressure

125Human Factors in Aviation Maintenance

Dirty Dozen — Complacency

Page 47: Human Factor

127Human Factors in Aviation Maintenance

Dirty Dozen — Lack of Knowledge

129Human Factors in Aviation Maintenance

Dirty Dozen — Lack of Awareness

Page 48: Human Factor

131Human Factors in Aviation Maintenance

Dirty Dozen — Lack of Resources

133Human Factors in Aviation Maintenance

Dirty Dozen — Distraction

Page 49: Human Factor

135Human Factors in Aviation Maintenance

Dirty Dozen — Lack of Assertiveness

137Human Factors in Aviation Maintenance

Dirty Dozen — Fatigue

Page 50: Human Factor

139Human Factors in Aviation Maintenance

Dirty Dozen — Stress

141Human Factors in Aviation Maintenance

Iceberg Model

Page 51: Human Factor

143Human Factors in Aviation Maintenance

• Boeing’s event investigation

system

• Used by 500 airlines

worldwide

• Finds the contributing factors

Event Investigation — MEDA

145Human Factors in Aviation Maintenance

Anything that can increase or decrease the likelihood of human error.

Performance Shaping Factors

Page 52: Human Factor

146Human Factors in Aviation Maintenance

MEDA Process

148Human Factors in Aviation Maintenance

MEDA Corrective Actions

Page 53: Human Factor

150Human Factors in Aviation Maintenance

• Exposure to noise is cumulative

• People cannot adapt to high

noise levels

• Noise interferes with

communication

• OSHA requires hearing

protection above 85 dbA

• Ear protection devices can also

interfere with communication

• Noise increases the rate of

errors

Noise

151Human Factors in Aviation Maintenance

Maintenance Accidents6

Page 54: Human Factor

153Human Factors in Aviation Maintenance

Fatal Accidents: Intl – 1998 to 2007

World Accidents World Fatalities

0

10

20

30

40

50

60

1998 1999 2000 2001 2002 2003 2004 2005 2006 2007

Year

Fa

tal

Ac

cid

en

ts

0

200

400

600

800

1000

1200

1400

1600

1800

2000

Fa

taliti

es

Source: US NTSB and Flight International, 8-14 January 2008

154Human Factors in Aviation Maintenance

Source: US NTSB and Flight International, 8-14 January 2008

Fatal Accidents: US/Intl – 1998 to 2007

US Accidents World Accidents US Fatalities World Fatalities

0

10

20

30

40

50

60

1998 1999 2000 2001 2002 2003 2004 2005 2006 2007

Year

Fa

tal

Ac

cid

en

ts

0

200

400

600

800

1000

1200

1400

1600

1800

2000

Fa

taliti

es

Page 55: Human Factor

155Human Factors in Aviation Maintenance

Other

27%

Controlled Flight Into

Terrain

1%

Human Factors

45%

Technical/

Maintenance

27%

Intl Accident Cause Factors 2007

Source: Flight International, 8-14 January 2008

156Human Factors in Aviation Maintenance

21 Human factors

10 Engine failure

1 Mechanical failure

9 Probable cause unknown or

undetermined (NTSB

investigation not completed)

7 Weather

3 Structural failure

Published March 2006

Causes of Helicopter Accidents (1985 - 2006)

Page 56: Human Factor

157Human Factors in Aviation Maintenance

• There are “opportunities for improvement”

• Maintenance and technical issues are areas of concern

• Technical documentation systems!!

• Human factors challenges are ever present

– Alertness/fatigue

– Communication (flight crew to maintenance)

– Inadequate use of lessons learned (event reporting)

• Challenges are similar for all aviation segments!

Implications of the Safety Statistics for Maintenance Human Factors

158Human Factors in Aviation Maintenance

• Maintenance errors cause accidents

• Accident statistics

• Common maintenance errors

• Examples of maintenance-related accidents

• Specific accidents

Maintenance Accidents

Page 57: Human Factor

159Human Factors in Aviation Maintenance

Historic Maintenance-Related Accidents

161Human Factors in Aviation Maintenance

Mis-riggingSpectrum 33Spectrum AircraftJul 2006

Engine run-upB737-500ContinentalJan 2006

Trim riggingBeech 1900DColgan AirAug 2003

Trim riggingBeech 1900DAir MidwestJan 2003

In-flight break-up at 35K feetB747-200China AirlinesMay 2002

Fuel exhaustion over AtlanticA330Air TransatAug 2001

Reversed hydraulic check-valveDC-8Emery WorldwideApr 2001

Mis-wired side stickA320LufthansaMar 2001

Jackscrew for elevator controlMD-80Alaska AirlinesJan 2000

Recent Maintenance-Related Accidents

Page 58: Human Factor

162Human Factors in Aviation Maintenance

• Beech 1900D

• Forward elevator trim control

cable replacement

• Reversed elevator trim

• Diagram in maintenance manual

depicts reversed trim cable drum

• Failure to perform functional test

• Flight symptoms mimic runaway

trim

Colgan Air Elevator Trim Mis-rigging

163Human Factors in Aviation Maintenance

Time for your “war stories”…

The rules:

No company names

No last names for the people

involved

Your Accident or Near-Miss Stories

Page 59: Human Factor

164Human Factors in Aviation Maintenance

7 Where to Get Information

166Human Factors in Aviation Maintenance

www.hfskyway.com

Three Reference Manuals

Page 60: Human Factor

167Human Factors in Aviation Maintenance

• Training

• Human Factors Guide for Aviation Maintenance and Inspection

• Human Factors Operator’s Manuals (one for aviation maintenance and one for airport operations)

• www.hfskyway.com

• FAA human factors resources

Where to Get Information: Sample Page from Operator’s Manual for Human Factors in Aviation Maintenance

168Human Factors in Aviation Maintenance

www.hfskyway.com

For More Information — Publications

Page 61: Human Factor

169Human Factors in Aviation Maintenance

For More Information —www.hf.faa.gov

170Human Factors in Aviation Maintenance

FAA Human Factors Resources: www.hfskyway.com

Page 62: Human Factor

171Human Factors in Aviation Maintenance

FAA (2005), Human Factors Policy, FAA Order 9550.8A, available at http://www.hf.faa.gov/docs/508/docs/HForder.pdf#search=%22faa%20order%209550.8%22

FAA (2005), The Operator’s Manual for Human Factors in Aviation Maintenance, Washington, DC,

available at Ops Manual HF in Aviation Maint.pdf

FAA (2007), The Operator’s Manual for Human Factors in Airport Operations, Washington, DC,

available at http://hfskyway.faa.gov/2007/OpsMan_Ramp_Final.pdf

FAA (1996), Human Factors Guide for Aviation Maintenance and Inspection, available at

http://hfskyway.faa.gov

FAA (2007), Maintenance Human Factors Training Program, Evaluate and Accept, FAA Order 8900.1,

available at:

http://fsims.faa.gov/wdocs/8900.1/V03%20Tech%20Admin/Chapter%2024/03_024_002.htm?opendocument

Hackworth, H., Holcomb, K., Dennis, M., Goldman, S., Bates, C., Schroeder, D., Johnson, W. (2007).

An International Survey of Maintenance Human Factors Programs (Report No. 07/25). Oklahoma City,

OK: FAA Civil Aerospace Medical Institute.

Hall, S., Johnson, W.B. and Watson, J. (2001). Evaluation of Aviation Maintenance Working

Environments, Fatigue, and Human Performance: Phase III. Washington, DC: Federal Aviation

Administration Office of Aviation Medicine. http://hfskyway.faa.gov

References

172Human Factors in Aviation Maintenance

Summary8