HUMS2021

12th Defence Science & Technology (DST) International Conference on Health and Usage Monitoring

HUMS2021 Papers and Program

 
 

Day 1 Program and Papers
AEDT Monday, 29 November 2021
14:50 HUMS events of Day 1 ended
08:45 AIAC & ACAM Joint Welcome (5 min)
Amada Caples (10 min) Victorias Lead Student
09:00 AIAC PLENARY
Boeing's Ausrtalian autonomous new product development
Ms Emily HUGHES (Boeing)
09:20 AIAC PLENARY
The Australian Space Agency: objectives and priorities for the future
Mr Enrico PALERMO (Australian Space Agency)
10:00 – morning tea (20 min)
Session: Diagnostics & Prognostics 1
10:40 HUMS KEYNOTE
CASG NX — Integrating Industry 4.0 for Defence
SQNLDR Mike MORONEY (CASG, Department of Defence) &
Luke de Jager (KPMG)
11:10 An approach to merging machine learning models in an ensemble for load estimation*
Ms Catherine CHEUNG (National Research Council Canada)
view paper
 *Awarded Best Paper of HUMS2021
11:30 Alternative Approaches for Health Assessment of Vehicle Subsystems
Mr Kavindu RANASINGHE (RMIT University)
view paper
11:50 Is Deep Learning Superior in Machine Health Monitoring Applications
Dr Wenyi WANG (DSTG)
view paper
12:10 Categorical outlier detection for Health Usage and Monitoring Systems
Mr Leonard WHITEHEAD (DSTG)
view paper
12:30 An Overview of ADF Wear Debris Analysis
Dr Andrew BECKER (DST GROUP) &
Mr Paul NOCEJA (DASA)
view paper
12:50 – lunch break (40 min)
Session: HUMS Data Analytics
13:30 Aircraft Systems Prognostic Health Ontology
Dr Richard de ROZARIO (University of Melbourne)
view paper
13:50 Operation Mode determination and Regime-based anomoly detection using Unsupervised methods
Mr Navid ZAMAN (PHM Technology)

view paper
14:10 A hybrid method for degradation assessment and fault detection in rolling element bearings
Mr Yonatan NISSIM (Ben-Gurion University of the Negev)
view paper
14:30 Helicopter vibration-based operating regimes identification through the use of mixture models on health indicator
Mr Maxime MEUTERLOS(LVA, Université de Lyon)
view paper
14:50 – afternoon tea (20 min)
Session: Diagnostics & Prognostics
15:10 Towards fault diagnosis of spur gears using Fiber Bragg Grating (FBG) strain sensors
Mr Lior BACHAR (Ben-Gurion University of the Negev)
view paper
15:30 Novel approach for the estimation of transfer functions using a realistic dynamic model of gear and in-out zeros
Mr Omri MATANIA (Ben-Gurion University of the Negev)
view paper
15:30 Deep One-Class Method for Helicopter Anomoly Detection based on Cyclic Spectral Analysis
Chenyu LIU(KU Leuven)
view paper

 
 

Day 2 Program and Papers
AEDT Tuesday, 30 November 2021
14:50 HUMS events of Day 2 ended
09:00 AIAC PLENARY
Artemis Program Update
Mr Greg CHAVERS (NASA)
09:20 AIAC PLENARY
Evolution of Military Aviation Regulations and Aviation Safety. A recent chronology of where we have come from & why, current work and future challenges
AIRCDRE Joe MEDVED (DASA)
10:00 – morning tea (20 min)
Session: Structural Health Monitoring / Sensors & Algorithms
10:40 HUMS KEYNOTE
Enterprise PHM Digital Thread Concepts & Opportunities
Tom DABNEY (PHM Engineering)
11:10 Frictional heating as an estimator of modal damping and structural degredation ‐ a vibrothermographic approach
Prof Nick LIEVEN (University of Bristol)
view paper
11:30 Multi‐Impact Force Identification on Aircraft Composite Structures using Operational Modal Analysis
Mr Morteza PAYAB (RMIT University)
view paper
11:50 Passive phased array accoustic emission localisation via recursive signal‐averaged Lamb waves with an applied Warped Frequency Transformation
Mr Luke POLLOCK* (UNSW Canberra)
view paper
*Awarded Best Presentation of HUMS2021
12:10 Validation of optimised vibration energy harvesters under near operational conditions
Mr Jess FLICKER (DSTG)
view paper
12:30 A wireless accelerometer for in situ gearbox condition monitoring of rotating components
Dr George JUNG (DST GROUP)
view paper
12:50 – lunch break (40 min)
Session: Platform Asset Management
13:30 Optimal plans and policies for the management of military aircraft fleets
Dr David MARLOW (DSTG)
view paper
13:50 A Study on Fleet Agnostic Health Usage and Monitoring System for Bridging Assets
Mr Steven KOULOUMENDAS (Anywise Consulting)
view paper
14:10 Deep Learning Airframe Load Prediction: A Data‐Driven System for Aircraft Structural Health Management
Dr Haytham FAYEK (RMIT University)
view paper

 
 

Day 3 Program (no papers)
AEDT Wednesday, 01 December 2021
14:50 HUMS concluded until 2023
09:20–09:40 AIAC PLENARY
Focusing Our National Science & Technology Enterprise: Creating Impact Through Defence Science
Dr Katerina AGOSTINO (DSTG)
9:40–16:40 — interval for HUMS
(AIAC & ACAM continue)
16:40–17:20 AIAC Closing and Awards Ceremony