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Kevin Jamison & Dr René Heise Aeronautical Systems Competency Defence, Peace, Safety and Security (DPSS) AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR SAFE SEPARATION ENABLED BY QUANTITATIVE GRADING OF RESULTS September 2012

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Page 1: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Kevin Jamison & Dr René Heise

Aeronautical Systems Competency

Defence, Peace, Safety and Security (DPSS)

AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR SAFE SEPARATION

ENABLED BY QUANTITATIVE GRADING OF RESULTS

September 2012

Page 2: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Objectives

• Background

• Why are store separation analyses required?

• Regulatory requirements for store separation analyses

• The problem

• Automation of separation analyses

• Development of quantitative separation criteria

• Implementation of quantitative separation criteria

• Conclusions

© CSIR 2012 Slide 2

Page 3: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Background

© CSIR 2012 Slide 3

Comprehensive aero/mechanical compatibility evaluation must be done when integrating stores onto aircraft

• MIL-HDBK-244A Guide to aircraft/stores compatibility 1990

• MIL-HDBK-1763 Aircraft-stores compatibility 1998

Why? Ensure that:

• All aircraft/store combinations have acceptable aerodynamic, structural, dynamic characteristics

• under all flight and ground conditions.

• Ensure safety & minimise risk of functional failure

Aspects include:

• Carriage loads

• Aeroelastic (flutter) compatibility

• Store separation safety

• Performance & handling

Page 4: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Why are store separation analyses

required?

• Based on painful experience – Stores that are individually stable can behave VERY differently in

aircraft flowfield

© CSIR 2012 Slide 4

Page 5: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Regulatory requirements for store

separation analyses

© CSIR 2012 Slide 5

• Verify that stores can be released safety over full employment & jettison envelopes – Includes all perturbations of:

• store mass and physical properties

• ejector rack performance

• aircraft release flight conditions

• stations on aircraft

• neighbouring stores – MIL-HDBK 1763: 271.4

– Results in a very large analysis matrix!

From: Tutty, M.G., “Aircraft/Stores Compatibility

- The Australian Perspective”, 1998

Page 6: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

The problem

• Integration of even 1 store type onto aircraft generates large matrix of permutations – One integration contract resulted in 128 aircraft

configurations in addition to permutations

• Traditionally separation evaluated by analyst subjectively assessing animations of each store separation

• With increasing computer speeds, more releases & configurations can be done rapidly

• Swamps manual means of separation assessment • Needed to develop fully automated separation

analysis software & technology

© CSIR 2012 Slide 6

Page 7: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Automation of separation analyses

© CSIR 2012 Slide 7

Requirements for automated separation analysis software

Import Excel script of all release scenarios for specific “aerodynamic” configuration

Determine aircraft trim states for each release scenario

Analyse each release scenario Use ARUV panel code for subsonic releases

Use wind-tunnel or CFD grid data for near-field in transonic releases

Automatically & quantitatively assess result of each release, assign score

Write results for all scenarios into file imported into Excel

Write all underlying files & data into ZIP file for each scenario

Page 8: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Automation of separation analyses

© CSIR 2012 Slide 8

Near-field

Far-field

Approach to handling transonic releases

2 aerodynamic zones

Near field

Interaction with

shockwaves

Use wind-tunnel or CFD data

Limited extent

Far field

No shockwaves

present

Use ARUV panel code to generate

flowfield

Use component

look-up table to

model store

Page 9: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Automation of separation analyses

© CSIR 2012 Slide 9

Script for aerodynamic configuration

Determine aircraft trimmed states

LOTA code

Updated script for

aerodynamic configuration

Analyse release dynamics of all

scenarios

MRCS code

Grid data from wind-tunnel or

CFD

ARUV panel code

Scored results for

aerodynamic configuration

Detailed scenario results

Animation & interpretation

Pretend code

Page 10: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Automation of separation analyses

• Separation analysis script

– Excel file with rows specifying each release scenario

© CSIR 2012 Slide 10

Aerodyn

amic

configura

tion

Umbani

versionMach No. Alt

Flight

Path

Angle

Roll

AngleNz Ny Roll rate

Aircraft

Mass

ex-U

A/c cg-y

ex-U

A/c cg-z

ex-U

A/c Ixx

ex-U

Store cg-

x

Store

mass

delta

Roll

offset

Ejector

force

setting

Alpha BetaRight

aileron

(ft) (deg) (deg) (x 1g) (x 1g) (deg/s) (kg) (m) (m) (kg.m2) (%) (deg) (deg) (deg)

Page 11: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Automation of separation analyses

• LOTA code

– Low-Order Trim Analysis code

– Determines AOA, beta as well as aileron, elevator & rudder deflections to trim aircraft for specified Nz, Ny, at given mass, CG, Mach, altitude, flight path angles

– Uses Digital Datcom model of aircraft

• Hence “low-order”

• Augmented with data from aircraft manual, ARUV models of stores

– Uses optimisation approach

© CSIR 2012 Slide 11

Page 12: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Automation of

separation

analyses

• MRCS code – Automatically

executes a script of release analysis scenarios

– Implemented in Matlab

© CSIR 2012 Slide 12

Load analysis script

Loop through scenarios in

script

Release Mach number?

Analyse store & aircraft dynamics during ejection

ARUV panel code

AnalyseEjection function

Subsonic

Analyse store & aircraft dynamics during ejection &

near field

Transonic

AnalyseEjection function

Grid data from wind-tunnel or

CFD

Analyse store & aircraft dynamics in

far fieldARUV panel code

Determine release score

Save data

Another release scenario Finished

Page 13: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Automation of separation analyses

• ARUV panel code – Low-order panel code with

extensive range of features for store release analysis

– Based on Woodward’s formulation using linear potential theory, takes compressibility into account.

– Inviscid with no boundary layer model

– Fast, performs well for low AOA subsonic flows

– Extensively validated

© CSIR 2012 Slide 13

Page 14: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Automation of separation analyses

• AnalyseEjection function – Pre-processor to ARUV – Developed to analyse rigid & flexible store & aircraft ejection

dynamics – Upgraded to either:

• incorporate transonic store aeroloads derived from grid wind-tunnel tests or CFD analyses for near-field analyses OR

• incorporate subsonic aeroloads derived from ARUV for pure ejection analysis

– Store dynamic derivatives included in dynamic model

© CSIR 2012 Slide 14

Page 15: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Automation of separation analyses

• Determination of release score – To support automation of store separation

analyses, each separation must be assessed automatically

• Assessment must be quantitative • Must use clear criteria to score the releases –

ensure that marginal releases are correctly red-flagged for attention

– Implemented using ARUV panel geometry – For specified time intervals, closest miss

distance of store panel corners to aircraft panel corners is calculated

© CSIR 2012 Slide 15 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 10

2

4

6

8

10

12

[s]

Separa

tion d

ista

nce [

m]

0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1-5

0

5

10

15

20

25

[s]

Separa

tion v

elo

city [

m/s

]

Page 16: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Development of quantitative separation

criteria

© CSIR 2012 Slide 16

Regulations discriminate between 2 classes of store separation with differing criteria:

Employment

(no damage/contact to aircraft & store)

Positive movement away

from aircraft

Positive velocities

No part of store penetrates

interference boundary of

aircraft

6 inch (152 mm) encapsulation

Jettison

(emergency release of store)

More risk Minor damage

to aircraft tolerated

Store may break up, but should not threaten

aircraft

Page 17: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Development of quantitative separation

criteria

• Additional consideration from “Definition of Safe-separation Criteria for External Stores and Pilot Escape Capsules”, E.E. Covert, NWC-TP-4995, 1971:

– any store that fails to move one radius away in 0.25 s is assumed to be unsafe

© CSIR 2012 Slide 17

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Implementation of quantitative separation

criteria

© CSIR 2012 Slide 18

Decided to “score” separation scenarios in terms of quantitatively defined codes linked to

regulations

Held workshop with stakeholders to forge

common understanding on codes and interpretation

Stakeholders included:

• Military aircraft airworthiness specialist

• Senior test pilot

• Engineering representatives of the company designing the store

• Weapons integration technology manager

• Store separation analysis specialists

• Project managers

Page 19: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Implementation of quantitative separation

criteria

• Results of workshop implemented in MRCS code:

© CSIR 2012 Slide 19

Code Definition

0 Store strikes some part of the aircraft

1 Store misses the aircraft marginally

2 Store moves towards the aircraft

3 Store “hovers” near the aircraft

4 Store separates cleanly from the aircraft

Code Absolute Separation

Distance

Separation

Velocity

Separation Velocity

Relative to Ejection

Velocity

0 < 0

1 < 0.020 after 0.06 s

< 0.152 after 0.25 s < 0 before 0.06 s

2 < 0

3 < 0.3 Veject after 0.06 s

4

Page 20: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Implementation of quantitative separation

criteria

© CSIR 2012 Slide 20

Employment envelope

Release codes 3 & 4 acceptable.

Controllable limitations may be specified to obtain codes of ≥ 3 over wider envelope

Jettison envelope

Release codes ≥ 1 acceptable

Controllable limitations may be specified to widen

envelope

If contact takes place – record relative contact

velocity for assessment

Page 21: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Conclusions

• Development of advanced, automated store separation analysis code system described

– Automation reduces time to analyse “aerodynamic” configuration from 1 month to 2 – 3 hours

– Facilitates robust investigation of all perturbations required by regulations – increases safety

– Reduces subjectivity due to manual interpretation of results

– Clear criteria, agreed upon by all stakeholders facilitates common understanding of results

© CSIR 2012 Slide 21

Page 22: AUTOMATED ANALYSIS OF AIRCRAFT CONFIGURATIONS FOR …

Acknowledgements

• Armscor for funding part of this work

• Denel Dynamics for funding part of this work

• Stakeholders who contributed to the workshop – Gen Des Barker

– Anton Augustyn

– Abri Goedvolk

– Johann Kruger

– Mauro Morelli

– Sean Tuling

– John Morgan

© CSIR 2012 Slide 22