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© 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com
Resetting the LRU
Replacement Norm
© 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com
© 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com
The LRU Replacement Norm
When tasked with repairing an Avionics
fault the default assumption routinely made
by repair technicians is that changing a Line
Replaceable Unit (LRU) will fix the problem
© 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com
Reported Fault
LRU is the
Cause
LRU is not the
Cause
LRU to be Replaced &
Sent for Repair
LRU ‘Repair’
Fault Not
Found
A Fault Found
& Fixed
No Fault Found
© 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com
Reported Fault
LRU is the
Cause
LRU is not the
Cause
LRU to be Replaced &
Sent for Repair
LRU ‘Repair’
Fault Not
Found
A Fault Found
& Fixed
No Fault Found
We need to Reset the
LRU Replacement Norm
to stop incorrect LRU
replacements
© 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com
LRUs that keep going
round this loop are
‘rogues’ or ‘bad actors’
Reported Fault
LRU is the
Cause
LRU to be Replaced &
Sent for Repair
LRU ‘Repair’
Fault Not
Found
A Fault Found
& Fixed
© 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com
Why is this The Norm?
§ ‘The book’ (FIM / TSM / AMM) says change
an LRU
§ ‘There’s one in stock & it’s a quick fix’
§ ‘When you replace the LRU it passes BITE so
that’s it fixed’…and flying somewhere else
§ It’s what we’ve always done’
§ There’s limited maintenance history
available for that LRU so it gets replaced
anyway
§ Despatch rate is so important to reputation
that all the LRUs mentioned in the TSM get
replaced
§ ‘What are you supposed to do when the
symptom has disappeared?
§ The diagnostic process doesn’t reproduce
conditions as per when the symptom
occurred
§ ‘We changed LRU X and the fault came
back so this time we’re going to change
LRU Y’
§ ‘We changed LRU X and the fault came
back so this time we’re going to change
LRU X’
§ ‘Suspect DOA’ or ‘Suspect U/S on fit’
§ ‘Other shift’…
§ ‘This wasn’t covered in training’
§ Lack of data on NFF / FNF / First-Time Fix
rates etc
§ It takes 15 times longer to investigate the
EWIS to see if it’s the cause
© 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com
Why is this The Norm?
Fault
Diagnosis
Policy
Culture
Technology
Training
© 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com
A new LRU Replacement
Norm is needed
© 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com
LRU Replacement Norm
When tasked with repairing an Avionics
fault the default assumption routinely
made by repair technicians is that
changing a Line Replaceable Unit (LRU)
will fix the problem
© 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com
LRU Replacement Norm
Replacing an LRU should be the last resort
for an Avionics repair unless faced with
clear evidence to the contrary
© 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com
Containment
Measurement
Improvement
Strategy Approach
© 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com
Containment
Measurement
Improvement
NFF Maturity Model
shortfalls
Manage rogue assets
Intermittent Fault
Detection
(IFD)/Integrity testing
of EWIS and rogue
LRUs
Modify LRU repair
procedures v IFD
results
Symptom Diagnostics:
correlate
symptom/fault/fix
data to upgrade
diagnostic
procedures/training
Correlate Symptom
Diagnostics data with
LRU repair
organisations
Embed new ways of
working in Contracts
NFF Maturity Model
Identify ‘rogue’
ac/LRUs/SRUs
Correlate repeat
arisings v LRU
changes
Analyse Ship or
Shelf data for quick
wins in diagnostic
procedures/training
NFF Reduction
policy
Ship or Shelf
Notify repair
organisations of
repeat arisings v
LRU changes
Strategy Approach
Copernicus Technology “No Fault Found” Maturity Model © 2015. Copernicus Technology Ltd. All Rights Reserved.
No Fault Found Maturity Model
Unmanaged Developing Advanced Dynamic
Strategy
Policy No published policy
Policy is published but not used or
reviewed
Published policy is successfully used
Published policy is successfully used
and frequently reviewed/updated
Champion
There is no NFF reduction
‘champion’ in the organisation
It is an implied role against a specific
post
It is a secondary duty against a
specified post but is not deemed a
priority
NFF champion is empowered and
proactive in implementation, KPIs &
best practice
Contracts
Contracts with repair bodies don’t
include NFF reduction
NFF reduction is included but with
no targets
NFF reduction is included with
targets/KPIs
Contracts include gainshare
opportunity from NFF reduction
Data
Exploitation
Impact on
Cost
Not recorded across the repair
chain
Recorded in some parts of the repair
chain but not used
Recorded in some parts of the repair
chain and used occasionally/in isolation
Recorded and used proactively
throughout the repair chain for
evidence-based decision-making
Impact on
Downtime
Not recorded across the repair
chain
Recorded in some parts of the repair
chain but not used
Recorded in some parts of the repair
chain and used occasionally/in isolation
Recorded and used proactively
throughout the repair chain for
evidence-based decision-making
Symptom
& Repair
Not used to support fault diagnosis
Used occasionally to inform fault
diagnosis
Policy mandates use of Symptom &
Repair data to inform fault diagnosis
Symptom & Repair data is codified,
correlated & quantified automatically
for fault diagnosis use
Fault
Diagnosis
Training
Does not cover NFF or ‘unable to
reproduce symptom’ (UTRS) or
intermittent fault scenarios
Anecdotally covers NFF/UTRS/
intermittent faults
Specifically includes NFF/UTRS/
intermittent fault strategies
Dedicated NFF/UTRS/intermittent fault
training provided and regularly refined
by Symptom & Repair data findings
Manuals
Do not cover NFF/UTRS/
intermittent fault scenarios
NFF/UTRS/intermittent faults
addressed by LRU replacement only
Provide greater latitude for root-cause
analysis when diagnosing
NFF/UTRS/intermittent fault problems
NFF/UTRS/intermittent fault content is
regularly refined by Symptom & Repair
data findings
LRUs
All LRUs replaced during trouble-
shooting are shipped for repair
LRUs replaced during trouble-
shooting are occasionally held back
pending repair-success confirmation
Policy enables quarantine of LRUs
replaced during trouble-shooting
pending repair-success confirmation
LRU-quarantine results vs repair-
success data is used to optimise fault
diagnosis training and manuals
Test
Equipment
Rarely used due to lack of
familiarity
Used occasionally in trouble-
shooting but only as a last resort
Effectively deployed in trouble-
shooting to detect ‘hard’ faults
Effectively deployed to successfully
detect ‘hard’ and intermittent faults
Score per box: 1 2 3 4
Copernicus Technology “No Fault Found” Maturity Model © 2015. Copernicus Technology Ltd. All Rights Reserved.
Unmanaged Developing Advanced Dynamic
Strategy
Policy No published policy
Policy is published but not used or
reviewed
Published policy is successfully used
Published policy is successfully used
and frequently reviewed/updated
Champion
There is no NFF reduction
‘champion’ in the organisation
It is an implied role against a specific
post
It is a secondary duty against a
specified post but is not deemed a
priority
NFF champion is empowered and
proactive in implementation, KPIs &
best practice
Contracts
Contracts with repair bodies don’t
include NFF reduction
NFF reduction is included but with
no targets
NFF reduction is included with
targets/KPIs
Contracts include gainshare
opportunity from NFF reduction
Data
Exploitation
Impact on
Cost
Not recorded across the repair
chain
Recorded in some parts of the repair
chain but not used
Recorded in some parts of the repair
chain and used occasionally/in isolation
Recorded and used proactively
throughout the repair chain for
evidence-based decision-making
Impact on
Downtime
Not recorded across the repair
chain
Recorded in some parts of the repair
chain but not used
Recorded in some parts of the repair
chain and used occasionally/in isolation
Recorded and used proactively
throughout the repair chain for
evidence-based decision-making
Symptom
& Repair
Not used to support fault diagnosis
Used occasionally to inform fault
diagnosis
Policy mandates use of Symptom &
Repair data to inform fault diagnosis
Symptom & Repair data is codified,
correlated & quantified automatically
for fault diagnosis use
Fault
Diagnosis
Training
Does not cover NFF or ‘unable to
reproduce symptom’ (UTRS) or
intermittent fault scenarios
Anecdotally covers NFF/UTRS/
intermittent fault
Specifically includes NFF/UTRS/
intermittent fault strategies
Dedicated NFF/UTRS/intermittent fault
training provided and regularly refined
by Symptom & Repair data findings
Manuals
Do not cover NFF/UTRS/
intermittent fault scenarios
NFF/UTRS/intermittent faults
addressed by LRU replacement only
Provide greater latitude for root-cause
analysis when diagnosing
NFF/UTRS/intermittent fault problems
NFF/UTRS/intermittent fault content is
regularly refined by Symptom & Repair
data findings
LRUs
All LRUs replaced during trouble-
shooting are shipped for repair
LRUs replaced during trouble-
shooting are unofficially held back
pending repair-success confirmation
Policy enables quarantine of LRUs
replaced during trouble-shooting
pending repair-success confirmation
LRU-quarantine results vs repair-
success data is used to optimise fault
diagnosis training and manuals
Test
Equipment
Rarely used due to lack of
familiarity
Used occasionally in trouble-
shooting but only as a last resort
Effectively deployed in trouble-
shooting to detect ‘hard’ faults
Effectively deployed to successfully
detect ‘hard’ and intermittent faults
Score per box: 1 2 3 4
ü
ü
ü
ü
ü
ü
ü
ü
ü
ü
ü
ü
ü
ü
ü
ü
ü ü
ü
In the above example
the score is 28 / 100
Apply these scores, by
column, to each
completed box
10 12 6 0
No Fault Found Maturity Model
Scoring Method
© 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com
Conclusions (1)
The LRU Replacement Norm
Is a major driver of repeats arisings, NFFs
& degraded readiness/availability/
dispatch performance
Is caused by policy, culture, training &
technology factors
The NFF Maturity Model is the basis of
resetting the Norm through:
• Containment
• Measurement
• Improvement
© 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com
Conclusions (2)
Essential areas to target:
• Data correlation at and between
airframe and LRU maintenance
levels
• Use of Symptom Diagnostics & Ship
or Shelf data to optimise Fault
Diagnosis procedures & training
• Managing ‘rogues’
• IFD testing of rogue systems’ EWIS
and rogue LRUs
© 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com
info@copernicustechnology.com
+44 (0)1343 842406
@CopernicusTech
www.copernicustechnology.com

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Resetting the-LRU-Replacement-Norm

  • 1. © 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com Resetting the LRU Replacement Norm © 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com
  • 2. © 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com The LRU Replacement Norm When tasked with repairing an Avionics fault the default assumption routinely made by repair technicians is that changing a Line Replaceable Unit (LRU) will fix the problem
  • 3. © 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com Reported Fault LRU is the Cause LRU is not the Cause LRU to be Replaced & Sent for Repair LRU ‘Repair’ Fault Not Found A Fault Found & Fixed No Fault Found
  • 4. © 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com Reported Fault LRU is the Cause LRU is not the Cause LRU to be Replaced & Sent for Repair LRU ‘Repair’ Fault Not Found A Fault Found & Fixed No Fault Found We need to Reset the LRU Replacement Norm to stop incorrect LRU replacements
  • 5. © 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com LRUs that keep going round this loop are ‘rogues’ or ‘bad actors’ Reported Fault LRU is the Cause LRU to be Replaced & Sent for Repair LRU ‘Repair’ Fault Not Found A Fault Found & Fixed
  • 6. © 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com Why is this The Norm? § ‘The book’ (FIM / TSM / AMM) says change an LRU § ‘There’s one in stock & it’s a quick fix’ § ‘When you replace the LRU it passes BITE so that’s it fixed’…and flying somewhere else § It’s what we’ve always done’ § There’s limited maintenance history available for that LRU so it gets replaced anyway § Despatch rate is so important to reputation that all the LRUs mentioned in the TSM get replaced § ‘What are you supposed to do when the symptom has disappeared? § The diagnostic process doesn’t reproduce conditions as per when the symptom occurred § ‘We changed LRU X and the fault came back so this time we’re going to change LRU Y’ § ‘We changed LRU X and the fault came back so this time we’re going to change LRU X’ § ‘Suspect DOA’ or ‘Suspect U/S on fit’ § ‘Other shift’… § ‘This wasn’t covered in training’ § Lack of data on NFF / FNF / First-Time Fix rates etc § It takes 15 times longer to investigate the EWIS to see if it’s the cause
  • 7. © 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com Why is this The Norm? Fault Diagnosis Policy Culture Technology Training
  • 8. © 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com A new LRU Replacement Norm is needed
  • 9. © 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com LRU Replacement Norm When tasked with repairing an Avionics fault the default assumption routinely made by repair technicians is that changing a Line Replaceable Unit (LRU) will fix the problem
  • 10. © 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com LRU Replacement Norm Replacing an LRU should be the last resort for an Avionics repair unless faced with clear evidence to the contrary
  • 11. © 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com Containment Measurement Improvement Strategy Approach
  • 12. © 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com Containment Measurement Improvement NFF Maturity Model shortfalls Manage rogue assets Intermittent Fault Detection (IFD)/Integrity testing of EWIS and rogue LRUs Modify LRU repair procedures v IFD results Symptom Diagnostics: correlate symptom/fault/fix data to upgrade diagnostic procedures/training Correlate Symptom Diagnostics data with LRU repair organisations Embed new ways of working in Contracts NFF Maturity Model Identify ‘rogue’ ac/LRUs/SRUs Correlate repeat arisings v LRU changes Analyse Ship or Shelf data for quick wins in diagnostic procedures/training NFF Reduction policy Ship or Shelf Notify repair organisations of repeat arisings v LRU changes Strategy Approach
  • 13. Copernicus Technology “No Fault Found” Maturity Model © 2015. Copernicus Technology Ltd. All Rights Reserved. No Fault Found Maturity Model Unmanaged Developing Advanced Dynamic Strategy Policy No published policy Policy is published but not used or reviewed Published policy is successfully used Published policy is successfully used and frequently reviewed/updated Champion There is no NFF reduction ‘champion’ in the organisation It is an implied role against a specific post It is a secondary duty against a specified post but is not deemed a priority NFF champion is empowered and proactive in implementation, KPIs & best practice Contracts Contracts with repair bodies don’t include NFF reduction NFF reduction is included but with no targets NFF reduction is included with targets/KPIs Contracts include gainshare opportunity from NFF reduction Data Exploitation Impact on Cost Not recorded across the repair chain Recorded in some parts of the repair chain but not used Recorded in some parts of the repair chain and used occasionally/in isolation Recorded and used proactively throughout the repair chain for evidence-based decision-making Impact on Downtime Not recorded across the repair chain Recorded in some parts of the repair chain but not used Recorded in some parts of the repair chain and used occasionally/in isolation Recorded and used proactively throughout the repair chain for evidence-based decision-making Symptom & Repair Not used to support fault diagnosis Used occasionally to inform fault diagnosis Policy mandates use of Symptom & Repair data to inform fault diagnosis Symptom & Repair data is codified, correlated & quantified automatically for fault diagnosis use Fault Diagnosis Training Does not cover NFF or ‘unable to reproduce symptom’ (UTRS) or intermittent fault scenarios Anecdotally covers NFF/UTRS/ intermittent faults Specifically includes NFF/UTRS/ intermittent fault strategies Dedicated NFF/UTRS/intermittent fault training provided and regularly refined by Symptom & Repair data findings Manuals Do not cover NFF/UTRS/ intermittent fault scenarios NFF/UTRS/intermittent faults addressed by LRU replacement only Provide greater latitude for root-cause analysis when diagnosing NFF/UTRS/intermittent fault problems NFF/UTRS/intermittent fault content is regularly refined by Symptom & Repair data findings LRUs All LRUs replaced during trouble- shooting are shipped for repair LRUs replaced during trouble- shooting are occasionally held back pending repair-success confirmation Policy enables quarantine of LRUs replaced during trouble-shooting pending repair-success confirmation LRU-quarantine results vs repair- success data is used to optimise fault diagnosis training and manuals Test Equipment Rarely used due to lack of familiarity Used occasionally in trouble- shooting but only as a last resort Effectively deployed in trouble- shooting to detect ‘hard’ faults Effectively deployed to successfully detect ‘hard’ and intermittent faults Score per box: 1 2 3 4
  • 14. Copernicus Technology “No Fault Found” Maturity Model © 2015. Copernicus Technology Ltd. All Rights Reserved. Unmanaged Developing Advanced Dynamic Strategy Policy No published policy Policy is published but not used or reviewed Published policy is successfully used Published policy is successfully used and frequently reviewed/updated Champion There is no NFF reduction ‘champion’ in the organisation It is an implied role against a specific post It is a secondary duty against a specified post but is not deemed a priority NFF champion is empowered and proactive in implementation, KPIs & best practice Contracts Contracts with repair bodies don’t include NFF reduction NFF reduction is included but with no targets NFF reduction is included with targets/KPIs Contracts include gainshare opportunity from NFF reduction Data Exploitation Impact on Cost Not recorded across the repair chain Recorded in some parts of the repair chain but not used Recorded in some parts of the repair chain and used occasionally/in isolation Recorded and used proactively throughout the repair chain for evidence-based decision-making Impact on Downtime Not recorded across the repair chain Recorded in some parts of the repair chain but not used Recorded in some parts of the repair chain and used occasionally/in isolation Recorded and used proactively throughout the repair chain for evidence-based decision-making Symptom & Repair Not used to support fault diagnosis Used occasionally to inform fault diagnosis Policy mandates use of Symptom & Repair data to inform fault diagnosis Symptom & Repair data is codified, correlated & quantified automatically for fault diagnosis use Fault Diagnosis Training Does not cover NFF or ‘unable to reproduce symptom’ (UTRS) or intermittent fault scenarios Anecdotally covers NFF/UTRS/ intermittent fault Specifically includes NFF/UTRS/ intermittent fault strategies Dedicated NFF/UTRS/intermittent fault training provided and regularly refined by Symptom & Repair data findings Manuals Do not cover NFF/UTRS/ intermittent fault scenarios NFF/UTRS/intermittent faults addressed by LRU replacement only Provide greater latitude for root-cause analysis when diagnosing NFF/UTRS/intermittent fault problems NFF/UTRS/intermittent fault content is regularly refined by Symptom & Repair data findings LRUs All LRUs replaced during trouble- shooting are shipped for repair LRUs replaced during trouble- shooting are unofficially held back pending repair-success confirmation Policy enables quarantine of LRUs replaced during trouble-shooting pending repair-success confirmation LRU-quarantine results vs repair- success data is used to optimise fault diagnosis training and manuals Test Equipment Rarely used due to lack of familiarity Used occasionally in trouble- shooting but only as a last resort Effectively deployed in trouble- shooting to detect ‘hard’ faults Effectively deployed to successfully detect ‘hard’ and intermittent faults Score per box: 1 2 3 4 ü ü ü ü ü ü ü ü ü ü ü ü ü ü ü ü ü ü ü In the above example the score is 28 / 100 Apply these scores, by column, to each completed box 10 12 6 0 No Fault Found Maturity Model Scoring Method
  • 15. © 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com Conclusions (1) The LRU Replacement Norm Is a major driver of repeats arisings, NFFs & degraded readiness/availability/ dispatch performance Is caused by policy, culture, training & technology factors The NFF Maturity Model is the basis of resetting the Norm through: • Containment • Measurement • Improvement
  • 16. © 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com Conclusions (2) Essential areas to target: • Data correlation at and between airframe and LRU maintenance levels • Use of Symptom Diagnostics & Ship or Shelf data to optimise Fault Diagnosis procedures & training • Managing ‘rogues’ • IFD testing of rogue systems’ EWIS and rogue LRUs
  • 17. © 2016 Copernicus Technology Ltd.All Rights Reserved. www.copernicustechnology.com info@copernicustechnology.com +44 (0)1343 842406 @CopernicusTech www.copernicustechnology.com