13th Defence Science & Technology (DST) International Conference on Health and Usage Monitoring
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13th Defence Science & Technology (DST) International Conference on Health and Usage Monitoring |
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HUMS2023 Papers and Program |
| AEDT | Monday, 27 February 2023 | ||||||||||
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| 22:30 |
HUMS events of Day 1 ended |
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| 08:00 – Registrations Open, Promenade, Sofitel Melbourne on Collins |
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Grand Ballroom |
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| 08:45 |
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Congress Opening |
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| 09:05 |
AIAC Plenary presentation Katherine Bennell-Pegg (Australian Space Agency) |
09:35 |
AIAC Plenary presentation: Environmental Impact Assessment of Future Aircraft Concepts
Dr Dimitri Mavris (Georgia Institute of Technology) |
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| 10:05 |
AIAC Plenary presentation: Air and Space Resilience for Defence Platforms
Dr Alex Shekhter (Defence Science and Technology Group) |
10:35 – Morning Tea |
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Arthur Streeton Auditorium |
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| HUMS Opening and HUMS Session
Chairs: Joanna Kappas (DSTG), & Eric Bechhoefer (GPMS, USA) |
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| 11:00 |
Keynote Presentation: How to Go from ArXiV to an Aircraft Carrier
Dr Katie Rainey (Naval Information Warfare Centre Pacific) |
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| 11:30 |
Domain-driven Residual Useful Life Estimation
Mr Navid Zaman (PHM Technology) view paper |
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| 11:50 |
Accelerated Gearbox Degradation Monitoring using a Combination of Vibration and Acoustic Emission Features
Dr Cristobal Ruiz-Carcel (Cranfield University) view paper |
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| 12:10 |
In-service recalibration of the 737-AEW&C Wedgetail Operational Loads Monitoring System Mr David Craze (Boeing Defence Australia), Flight Lieutenant Owen Hamilton (Royal Australian Air Force) |
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| 12:30 |
Data--driven Prognostics and Diagnostics for Turbofan engine
Dr Emmanuel Blanchard (MathWorks) view paper |
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| 12:50 – Lunch |
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Grand Ballroom |
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| 13:30 |
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AIAC Panel Discussion: Unlocking value through diversity The Diversity and Inclusion Panel will share and highlight different perspectives, as well as advice on how we can work together towards a more diverse, equitable, and inclusive industry. The Panel will feature the voices of leaders from some of Australia's most respected aerospace businesses. They will discuss practical, case-based insights into advancing and innovating within their own organisations, and how others can align diversity, equity and inclusion initiatives with regards to talent management and business strategy. Liesl Harris (Dronamics) Julia Lang (RMIT University) Sarah McSwiney (Boeing Defence Australia) Dr Katie Rainey (Naval Information Warfare Center Pacific) Moderator: Lea Vesic (RMIT University) |
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| 14:10 |
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Fitzroy Ballroom |
Arthur Streeton Auditorium |
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| HUMS: Data Challenge
Chair: Dr Wenyi Wang (DSTG) |
HUMS: Sensors/SHM
Chair: Prof Nick Lieven (University of Bristol, UK) |
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| 14:10 |
DSTG Planet Gear Rim Crack Propagation Test Dr David Blunt (Defence Science and Technology Group) presentation view paper |
Using accurate online oil condition monitoring
sensor data to improve HUMS Mr Greg Horwich (Gastops Ltd) view paper |
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| 14:30 |
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Distributed Fibre Optic Sensing and Adhesion Strategies for Strain Evaluation of an Aircraft Structure Mr Gerard Natividad (Defence Science and Technology Group) view paper |
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| 14:50 |
Photonic integrated circuit compatible interrogation methods for low SWaP optical fibre strain sensing[5] Dr Luke Broadley (RMIT University) view paper [5]Winner Best HUMS Paper |
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| 15:10 |
An Innovative High-Fidelity Approach to Structural Health Monitoring Dr Oleg Levinski (Defence Science and Technology Group) view paper |
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| 15:30 |
Potential uses for the Fatigue Damage Spectrum (FDS) in test specification and Health and Usage Monitoring Systems (HUMS)
Mark Warren (Softwire Systems Pty Ltd) view paper |
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| 15:50 – Afternoon Tea |
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| 16:10 |
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Fitzroy Ballroom |
Arthur Streeton Auditorium |
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| 16:10 |
HUMS: Data Challenge
Chair: Dr David Blunt (DSTG) |
HUMS: Diagnostics and Prognostics
Chair: Dr Wade Smith (University of New South Wales) |
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| 16:10 |
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Enhanced multi-order probabilistic approach for rotation speed estimation using the short-time Iterative Adaptive Approach Mr Cédric Peeters (Vrije Universiteit Brussel) view paper |
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| 16:30 |
Meaningful prognostics of degraded rolling element bearings Dr Andrew Becker (Defence Science and Technology Group) view paper |
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| 16:50 |
Comparison of vibration and transmission error in gear crack diagnostics Dr Zhan Yie Chin (University of New South Wales) view paper |
17:10 |
DSTG Benchmark Analysis Dr Wenyi Wang (Defence Science and Technology Group) presentation |
The Application of an Inductive Wear Debris Sensor System to Diesel Engines Dr James Harris (Defence Science and Technology Group) view paper |
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| 17:30 End of Day 1 sessions |
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| 18:30 - 22:30 |
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The Bank on Collins |
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| HUMS Dinner 394 Collins Street, Melbourne VIC 3000 |
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| AEDT | Tuesday, 28 February 2023 | |||
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| 22:30 |
HUMS events of Day 2 ended. Day 3 at Avalon. |
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| 08:00 – Registrations Open, Promenade, Sofitel Melbourne on Collins
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Grand Ballroom |
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| 09:00 |
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Welcome to Day 2 |
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| 09:05 |
AIAC Plenary presentation Dr Phil Crothers and Heidi Hauf (Boeing) |
09:35 |
AIAC Plenary presentation: Contemporary challenges facing a military aviation safety regulator Air Commodore Joe Medved (Defence Aviation Safety Authority) |
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| 10:05 |
AIAC Plenary presentation Dan Dumbacher (American Institute of Aeronautics and Astronautics) |
10:35 – Morning Tea |
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Fitzroy Ballroom |
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| HUMS Session Chair: Prof. Konstantinos Gryllias (KU Leuven, Belgium) |
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| 11:00 |
Application of data analytics to support structural life of type extension of the RAAF KC-30A MRTT Mr Laurie Dart (Northrop Grumman Australia) view paper |
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| 11:30 |
Natural language processing for identification of ground truth events in data curation Mr Nathan Rigoni (Lockheed Martin USA) view paper |
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| 11:50 |
A Process for Calculating the Remaining Useful Life of the HUMS2023 Challenge Problem Dr Eric Bechhoefer (GPMS) view paper |
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| 12:10 |
Signal processing informed deep learning for failure detection in a fleet of
multi-stage planetary gearboxes with limited knowledge about characteristic frequencies Prof. Jan Helsen (Vrije Universiteit Brussel) view paper |
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| 12:30 |
Knowledge extraction and inference made better through Digital and AI technologies Dr Behrouz Khabbaz Beheshti (Avanade) |
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| 12:50 – Lunch |
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Grand Ballroom |
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| 13:30 |
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AIAC Panel Discussion: Flight path for AAM The Advanced Air Mobility (AAM) industry is seen as the new and emerging sector of aviation and will ultimately transform our way of travel. What does this emerging industry offer us and why should the community care? The panel will foster a thoughtful discussion about the opportunities and challenges of planning, integrating, scaling, and governing advanced air mobility to create a path for the future that this industry demands. Dr Reece Clothier (RMIT University) Dr Adriano Di Pietro (Swinburne University of Technology) Liesl Harris (Dronamics) Moderator: Dr Matt Marino (RMIT University) |
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| 14:10 |
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Fitzroy Ballroom |
Arthur Streeton Auditorium |
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| HUMS: Data Science/Analytics
Chair: Mr Daniel Wade (Lockheed Martin, USA) |
HUMS: System Diagnostics & Platform Asset Management
Chair: Prof Jan Helsen (VU Brussel, Belgium) |
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| 14:10 |
An industrial unsupervised Machine Learning model combined with a signal processing approach
to detect failures in complex rotating assemblies Dr Michel Boussemart (IoT Consultants) view paper |
Health and Usage Monitoring System (HUMS) Certification under the Defence Aviation Safety Regulations (DASR)
Mr Adrian Jackson (QinetiQ), Mr Nathan Poyner (Defence Aviation Safety Authority) view slides |
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| 14:30 |
Bringing together Data and Physics to detect and predict gear failures Dr Behrouz Khabbaz Beheshti (Avanade) view paper |
Successful Predictive Maintenance Dr Peter Brady (MathWorks, Australia) view paper |
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| 14:50 |
Aircraft fleet readiness optimisation using reinforcement learning: a proof of concept Mr Kilian Vos (University of New South Wales) view paper |
Handling interconnected cascading Risks: an interoperable holistic Framework Prof Karamjit Kaur (University of South Australia), Dr Matt Selway (University of South Australia) view paper |
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| 15:10 |
Change Detection for Improved Maintenance Notification and Remaining Useful Life Calculation Dr Eric Bechhoefer (GPMS) view paper |
Bearing-Fault Signature Generation for Equipment Health Monitoring using a seven degree-of-freedom Bearing-Vibration-Model under non-steady Conditions Mr Philip Schildt (Rolls-Royce Electrical, RMIT University, RH Aachen University of Applied Sciences) view paper |
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| 15:30 |
Embedding signal processing knowledge in neural networks- An application to gear diagnostics Pietro Borghesani (UNSW) view paper |
Diagnostics and tracking of bearing’s degradation in a helicopter driveline using cyclostationary methods
Mr Alexandre Mauricio (KU Leuven), Prof Konstantinos Gryllias (KU Leuven) view paper |
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| 15:50 - Afternoon Tea |
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| 16:10 |
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Fitzroy Ballroom |
Arthur Streeton Auditorium |
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| 16:10 |
HUMS: Data Science/Analytics
Chair: Dr Cédric Peeters (VU Brussel, Belgium) |
HUMS: Standards/Structures/Sensors
Chair: Dr Pietro Borghesani (University of New South Wales) |
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| 16:10 |
A general Bayesian predictive maintenance methodology Dr Jane Cullum view paper |
Development of a standard data format for rotorcraft integrated vehicle health management Mr Dan Wade (Lockheed Martin), Mr Paul Marsden (Defence Science and Technology Group) view slides |
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| 16:30 |
Automated feature selection for multi-channel anomaly detection Mr Leonard Whitehead (Defence Science and Technology Group) view paper |
Transfer Learning for Flight Load Estimation Mrs Halide Goknur Aydogan (RMIT University) view paper |
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| 16:50 |
Practical Predictive Maintenance Workflows Peter Brady (MathWorks) view paper |
Session TBA |
17:10 |
HUMS Closing |
| 17:30 End of Day 2 sessions |
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| 18:30 - 22:30 |
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RACV City Club |
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| Congress Dinner
501 Bourke St, Melbourne VIC 3000 |
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Last Updated 2025.01.07
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