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The Principles of Flight Data Monitoring

The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

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Page 1: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

The Principles

of

Flight Data Monitoring

Page 2: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Tuesday 7th November 2017

Welcome

Fire exits

Agenda

Page 3: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Tuesday 7th November 2017

09:00 Introduction

09:15 FDM Principles & Process

10:30 Coffee Break

11:00 Fundamentals of Safety Management

12:00 Buffet Lunch

13:00 Flight Data Recording and Data Transfer

14:00 Coffee Break

14:30 Introduction to Flight Data Connect

15:30 Data Sharing

16:00 Close

Questions ?

Page 4: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

An Introduction to

Flight Data Monitoring

Page 5: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Flight Data Monitoring

isn’t very good

Page 6: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time
Page 7: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Flight Data Monitoring

isn’t very good

...at giving the full picture

...but excellent at giving detail

in a small area at a time

Page 8: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Flight Data Hardware

Page 9: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Lots of Acronyms !

Page 10: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Quick Access Recorder

Flight Data Recorder

Data Acquisition Unit

Quick Access Recorder

Page 11: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Recorded parameters

Page 12: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

47 02 77 07 03 00 2B 0E DF 0F 02 0C A5 0F 78 00 55 04 D3 01 D8 0F EA 03 A4 47 02 77 07 03 00 2B 0E DF 0F 02 0C A5 0F 78 00 55 04 D3 01 D8 0F EA 03 A4 0F EE 0F FD 0F 00 00 00 00 77 07 96 0F 64 08 06 01 3C 0C F2 0E 08 08 00 00 00 00 01 00 AC 00 4C 08 01 08 2B

Heading

Airspeed

Engine N1

A4 D3

Conversion

070 deg

205 kts

32 %

Page 13: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Recorded Parameters

Logical Frame Layout

Defines where the parameters are stored in the data stream

+ Defines how to convert the data to engineering units

Data Frame

A template applied to the data to provide an input standard for analysis

Analysis

Data can now be checked

Page 14: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Altitude

Pressure altitude 1013 mB / hPa A

ltitu

de

(ft

)

Time

Altitude STD: ft

Page 15: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Altitude Radio & Altitude AAL

0

500

1000

1500

2000

2500

3000

3500

4000

4500

0 30 60 90 120 150

Altitude Radio typically negative on ground

Altitude AAL with respect to local airfield (not actual QFE)

Altitu

de

(ft

)

Time

Altitude AAL: ft

Altitude Radio: ft

Page 16: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Accelerations Normal G, Lateral G, Longitudinal G

Time

Acce

lera

tion (

g)

Altitu

de

(ft

)

Normal Acceleration: g

Lateral Acceleration: g

Longitudinal Acceleration: g

Altitude STD: ft

Page 17: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Roll and Heading

Time

Roll: deg

Heading: deg

Hea

din

g (

de

g)

Roll

(de

g)

Page 18: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Heading

0

50

100

150

200

250

300

350

400

0 100 200 300 400 500 600 700 800 900

0

2000

4000

6000

8000

10000

12000

0 100 200 300 400 500 600 700 800 900

Altitude STD: ft

Heading: deg

Hea

din

g (

de

g)

Altitu

de

(ft

)

Time

Page 19: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

18.5

18.75

19

19.25

19.5

19.75

20

20.25

Sample Rate & Quantisation Data is sampled periodically

Measurement steps may be evident

Te

mp

era

ture

(d

egC

)

Air Temperature

Time

Actual

Temperature

Page 20: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Data Cleansing FDS

Patented Techniques

Page 21: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Flight Data Process

Page 22: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

The data card is

removed from the

aircraft…

…and inserted into a

Data Transfer Unit

where the raw flight

data is securely

transmitted to FDS A few minutes

2 hours of flying

~ 1 MB

Page 23: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

The data is

processed.

Flights, graphs,

weather,

in-browser

visualisation and

other information is

available in

POLARIS

Upon receipt, a

backup is created

and archived.

Within 1

hour

trending at 4

minutes

Page 24: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Flight Data Analysts

check the event data

for validity and post

comments as

necessary. Within 1

working day

Page 25: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

The Achieved Flight File

Page 26: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Sources of information

Recorded Flight Data

Quick Access Recorder

Achieved Flight Record

Anywhere from 8

to 2000+ parameters

A/c registration

Date and Time

Location

Runway

Weight

Flight Number

Pilots

Page 27: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Flight Coverage Display

G-ABCA

G-ABCB

G-ABCC

G-ABCD

G-ABCE

G-ABCF

G-ABCG

G-ABCH

G-ABCI

G-ABCJ

Flight Data Summary: 2016-01-01 - 2016-02-29

20

17

-01

-01

20

17

-01

-02

20

17

-01

-03

20

17

-01

-04

20

17

-01

-05

20

17

-01

-06

20

17

-01

-07

20

17

-01

-08

20

17

-01

-09

20

17

-01

-10

20

17

-01

-11

20

17

-01

-12

20

17

-01

-13

20

17

-01

-14

20

17

-01

-15

20

17

-01

-16

20

17

-01

-17

20

17

-01

-18

20

17

-01

-19

20

17

-01

-20

20

17

-01

-21

20

17

-01

-22

Page 28: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Events

Page 29: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

What is an Event ?

Instances where the aircraft or the aircraft

systems have operated outside of limits.

Those limits could be set either by your company or

the aircraft manufacturer.

Example technique

Initiate the flare as the aircraft is

descending through 20 feet.

What we can measure

Maximum and minimum

pitch from 20ft to

touchdown

Page 30: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Key Point Values

Measured for every aircraft, for every flight

Over 1,000 different KPVs available

0

Page 31: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Key Point Values

Pitch 20ft to Touchdown Max Key Point Value Statistics:

Page 32: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Key Time Instances

Determine the touchdown

point Measure the

maximum and minimum pitch

Pitch at Touchdown

KTI

KPV

Event

Page 33: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Phases and KTIs

Airspeed

Altitu

de

Ho

ver

Hover Taxi

Ground Taxi

• Transition to forward flight

• Transition from forward flight

• Standard runway approach

• ARDA offshore approach

• etc…

Page 34: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Sloping ground or takeoff?

Landing Gear Altitude (ft) Pitch (deg)

Collective (%)

Ground 0 3.5 40

Page 35: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

What is an Event ?

Defined in your Analysis Specification

To identify What happened, and When

The operator’s has the responsibility to find out Why

Page 36: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Types of Event

Fuel

Maintenance

Safety Pilot actions

Airframe or system limit

Fuel Efficient Flying

Page 37: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Severity of Event

Validated by an analyst Auto validated

All events are available on the website

Less severe Most severe

Level 1 Level 2 Level 3

Page 38: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Safety Events

10

0

Flap Handle Flap Surface

Event begins when the flap

handle is moved

Event ends when the flap handle

is moved

Page 39: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Maintenance Events

10

0

Flap

including

Transition

Flap Surface

Event begins when the flap (or slat)

surface starts to extend Event ends when the flap (or slat)

surface has retracted fully

Page 40: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Analysis Specification

Page 41: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Event Conditions

Non standard approaches

Airport or runway specific

Aircraft specific

(engine / mod state )

Lukla, Nepal Bardufoss, Norway

Page 42: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Patches

Page 43: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

What does an analyst do ?

Examine the

flight data

Check the

quality of the

data

Check that all

the conditions

for each

triggered event

have been met

Customer Contact

Inform the

customer of any

aircraft problems

Be available to

answer any

questions from

the customer

Validate Events

Validate events

according to

customer wishes

Page 44: The Principles of Flight Data Monitoring · Flight Data Monitoring isn’t very good...at giving the full picture ...but excellent at giving detail in a small area at a time

Questions

Coffee Break Question….

What new Key Point Values would you create for your flights?