Prognostics and Health Management of Aircraft ... - PHM Society
Prognostics and Health Management of Aircraft ... - PHM Society
Prognostics and Health Management of Aircraft ... - PHM Society
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<strong>Prognostics</strong> <strong>and</strong> <strong>Health</strong> <strong>Management</strong> <strong>of</strong> <strong>Aircraft</strong> Avionics using<br />
Digital Power Converters<br />
J.K. Bhambra 1 , S. Perinpanayagam 2 , C. Taur<strong>and</strong> 3 <strong>and</strong> S. Peyrat 4<br />
1,2 IVHM Centre, Cranfield University, United Kingdom<br />
j.bhambra@ cranfield.ac.uk<br />
suresh.nayagam@cranfield.ac.uk<br />
3 THALES Avionics, Valence, France<br />
christophe.taur<strong>and</strong>@fr.thalesgroup.com<br />
4. THALES Avionics, Toulouse, France<br />
stephanie.peyrat@fr.thalesgroup.com<br />
ABSTRACT<br />
<strong>Prognostics</strong> <strong>and</strong> <strong>Health</strong> <strong>Management</strong> (<strong>PHM</strong>) is the study <strong>of</strong><br />
predicting deviation or degradation <strong>of</strong> systems/components<br />
from their normal operational condition. The prognostic<br />
process allows advance time-to-failure warning; reduced unscheduled<br />
maintenance, inspection costs, downtime, <strong>and</strong><br />
inventory. Electronic <strong>Prognostics</strong> <strong>and</strong> <strong>Health</strong> <strong>Management</strong><br />
has emerged as a key research area for estimating failures<br />
<strong>and</strong> degradations in the electronic systems.<br />
In the aerospace industry, interest has grown in monitoring<br />
the on-going health <strong>of</strong> electronic products <strong>and</strong> systems to<br />
predict failures <strong>and</strong> provide early warnings for any<br />
catastrophic failures. Switch-mode power supplies form an<br />
integral part <strong>of</strong> the avionic Line Replaceable Unit (LRU).<br />
Any failure in its operation will cause malfunctioning <strong>of</strong> the<br />
electronics <strong>and</strong> the system thereafter.<br />
The aim <strong>of</strong> the research is to develop a novel prognostic<br />
model for estimating Remaining Useful Life (RUL) <strong>of</strong><br />
<strong>Aircraft</strong> Avionics by<br />
1. Monitoring in-service system behavior for aging <strong>and</strong><br />
predicting end-<strong>of</strong>-life <strong>of</strong> potential failure components.<br />
2. Transfer-function measurement by injecting a small<br />
sinusoidal perturbation within the closed-loop.<br />
_____________________<br />
Bhambra,J.K. et al. This is an open-access article distributed under the<br />
terms <strong>of</strong> the Creative Commons Attribution 3.0 United States License,<br />
which permits unrestricted use, distribution, <strong>and</strong> reproduction in any<br />
medium, provided the original author <strong>and</strong> source are credited.<br />
3. Parameter Estimation for underst<strong>and</strong>ing drift analysis<br />
<strong>of</strong> relevant component electrical characteristics,<br />
preparing for end-<strong>of</strong>-life prognostics<br />
BIOGRAPHIES<br />
Jaspreet Kaur Bhambra received BEng in Electronics <strong>and</strong><br />
Communication Engineering from Chitkara Institute <strong>of</strong><br />
Engineering <strong>and</strong> Technology, India in 2007 <strong>and</strong> MSc degree<br />
in Electronics <strong>and</strong> Computer Engineering from University<br />
<strong>of</strong> Birmingham, United Kingdom in 2008. She has worked<br />
for Ericsson Limited as a Hardware Design Engineer. In<br />
2010, she joined IVHM Centre, Cranfield University as a<br />
doctoral researcher working on prognostics <strong>and</strong> health<br />
management <strong>of</strong> aircraft avionics.<br />
Suresh Perinpanayagam is a Senior Research Fellow<br />
(<strong>Prognostics</strong> for Electronics & Motors) at Cranfield<br />
University. He graduated with a Master <strong>of</strong> Engineering<br />
degree from Imperial College, London in 1996. He first<br />
started work with Ford Product Development Centre in the<br />
UK before pursuing his PhD programme at the Rolls Royce<br />
University Technology Centre at Imperial College, London.<br />
Prior to joining Cranfield, Suresh worked as a Research<br />
Scientist at the Singapore Institute <strong>of</strong> Manufacturing<br />
Technology (SIMTech), which is an A*STAR (Agency for<br />
Science, Technology <strong>and</strong> Research) research institute in<br />
Singapore. Suresh was the project leader <strong>of</strong> a S$ 1 million<br />
project funded by Boeing, EADS <strong>and</strong> Singapore’s Science<br />
<strong>and</strong> Engineering Research Council (SERC) under the<br />
auspices <strong>of</strong> the SERC Aerospace Research Programme.<br />
Suresh’s interests include prognostics research for Avionics<br />
systems, Power Electronics systems, Smart Grids, Electric<br />
Vehicles <strong>and</strong> Electric Railways.
European Conference <strong>of</strong> <strong>Prognostics</strong> <strong>and</strong> <strong>Health</strong> <strong>Management</strong> <strong>Society</strong> 2012<br />
Christophe Taur<strong>and</strong> is Power Supply Design Authority in<br />
THALES Avionics. He graduated from Ecole Supérieure<br />
d’Electricité “Supelec” in 1989. He first started in THALES<br />
avionics designing high-accuracy sensors electronics in<br />
1990 <strong>and</strong> from 1992 moved onto designing high<br />
performance avionics power supplies <strong>and</strong> power conversion<br />
solutions. Christophe’s interests include power conversion<br />
architectures, power conversion topologies as well as analog<br />
<strong>and</strong> power electronics, statistical analysis <strong>and</strong> signal<br />
processing.<br />
Stephanie Peyrat is graduated engineer in physics &<br />
micro- electronics from INSA in 1996 .She joined THALES<br />
in 1999 for consultancy in RAMS domain, <strong>and</strong> then joined<br />
THALES avionics in 2004. While working for THALES,<br />
she has been participating in a series <strong>of</strong> R&T projects which<br />
have addressed <strong>Health</strong> monitoring <strong>and</strong> management in the<br />
aircraft maintenance industry .She is now coordinating<br />
research on IVHM systems, methods process <strong>and</strong> tools.<br />
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