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Vol. 4 No. 1 (2018): Proceedings of the European Conference of the PHM Society 2018
Vol. 4 No. 1 (2018): Proceedings of the European Conference of the PHM Society 2018
Edited by:
Chetan S. Kulkarni
Tiedo Tinga
Published:
2018-06-30
Technical Papers
A Bayesian assessment for railway track geometry degradation prognostics
JUAN CHIACHIO-RUANO, Manuel CHIACHIO RUANO, Darren Prescott, John Andrews
Abstract
549 | PDF Downloads
689 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.461
PDF
A combined framework for automated diagnosis and prognosis based on surrogate modelling and a particle filter
Claudio Sbarufatti, Francesco Cadini, Andrea Locatelli, Marco Giglio
Abstract
651 | PDF Downloads
444 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.363
PDF
A comparative study of particle filters for prognostics implementation in industry
Phuc Do
Abstract
438 | PDF Downloads
573 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.457
PDF
A Data-Driven Particle Filter For Lithium-Ion Batteries State-Of-Life Prognosis
Francesco Cadini, Claudio Sbarufatti, Francesco Cancelliere, Marco Giglio
Abstract
532 | PDF Downloads
711 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.416
PDF
A Functional Architecture of Prognostics and Health Management using a Systems Engineering Approach
Rui Li, Wim J.C. Verhagen, Richard Curran
Abstract
853 | PDF Downloads
218310 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.362
PDF
A Hybrid Model for on-line Detection of Gas Turbine Lean Blowout Events
Matteo Iannitelli, Carmine Allegorico, Francesco Garau, Marco Capanni
Abstract
581 | PDF Downloads
697 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.405
PDF
A multi-task deep learning model for rolling element-bearing diagnostics
Ahmed Zakariae Hinchi
Abstract
445 | PDF Downloads
510 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.448
PDF
A Predictive Maintenance Approach for Complex Equipment Based on Petri Net Failure Mechanism Propagation Model
Olivier Blancke, Amélie Combette, Normand Amyot, Dragan Komljenovic, Mélanie Lévesque, Claude Hudon, Antoine Tahan, Noureddine Zerhouni
Abstract
574 | PDF Downloads
717 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.434
PDF
A priori indicator identification to support predictive maintenance: application to machine tool
Thomas Laloix, Hai Canh Vu, Alexandre VOISIN, Eric Romagne, Benoît Iung
Abstract
537 | PDF Downloads
473 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.420
PDF
A Review on Condition Monitoring Technologies for Railway Rolling Stock
Pradeep Kundu, Ashish K Darpe, S P Singh, K Gupta
Abstract
718 | PDF Downloads
1337 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.250
PDF
A study on the use of discrete event data for prognostics and health management: discovery of association rules
Bin Liu
Abstract
480 | PDF Downloads
463 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.488
PDF
A Viable Opportunity for Fielding an Aircraft Structural Health Monitoring System
Marinus J. Bos
Abstract
51298 | PDF Downloads
5728 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.390
PDF
A Wireless and autonomous sensor for Integrated Engine Health Management
Yoann HEBRARD
Abstract
425 | PDF Downloads
447 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.386
PDF
An Approach to Prognosis-Decision-Making for Route Calculation of an Electric Vehicle Considering Stochastic Traffic Information
Heraldo Rozas, Diego Muñoz-Carpintero, Aramis Perez, Kamal Medjaher, Marcos Orchard
Abstract
413 | PDF Downloads
334 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.440
PDF
An Insight into Wind Turbine Planet Bearing Fault Prediction Using SCADA Data
Sofia Koukoura
Abstract
439 | PDF Downloads
570 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.455
PDF
Analysis and comparison of multiple features for fault detection and prognostic in ball bearings
Khanh T.P. Nguyen, Khaleif Amor, Kamal Medjaher, Antoine Picot, Pascal Maussion, Diego Tobon, Bertrand Chauchat, Regis Cheron
Abstract
639 | PDF Downloads
804 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.435
PDF
Anomaly Detection Indicators of a Wind Turbine Gearbox Based on Feature Extraction from its Vibration Performance
Miguel Martinez Montaña, Miguel A. Sanz-Bobi
Abstract
475 | PDF Downloads
1054 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.61
PDF
Applications of Artificial Intelligence and Decision-Making Methods in PHM
Paddy Conroy, Jacek Stecki, Joshua Bautista, Alex Ringeri
Abstract
667 | PDF Downloads
544 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.400
PDF
Assessment of Maintenance Policies for Smart Buildings
Alessandro Abate, Carlos Esteban Budde, Nathalie Cauchi, Khaza Anuarul Hoque, Mariëlle Stoelinga
Abstract
1080 | PDF Downloads
388 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.385
PDF
Automated Failure Diagnosis in Aviation Maintenance Using Explainable Artificial Intelligence (XAI)
Sophie ten Zeldam, Arjan de Jong, Richard Loendersloot, Tiedo Tinga
Abstract
582 | PDF Downloads
1074 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.432
PDF
Automated Feature Validation of Trip Coil Analysis in Condition Monitoring of Circuit Breakers
Michael Hosseini, Joseph Helm, Mr, Bruce Stephen, Dr, Stephen D. J. McArthur, Prof
Abstract
372 | PDF Downloads
495 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.453
PDF
Automated Predictive Monitoring and Diagnosis in the Energy and Natural Resources Sector
Yvonne Power
Abstract
322 | PDF Downloads
2150 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.371
PDF
Ballast Degradation Modeling for Turnouts based on Track Recording Car Data
Seyed Mohammad Asadzadeh, Roberto Galeazzi, Emil Hovad, JF Andersen, Camilla Thyregod, Andre Rodrigues
Abstract
475 | PDF Downloads
609 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.394
PDF
Characterising Conveyor Belt System Usage from Drive Motor Power Consumption and Rotational Speed: A Feasibility Study
Owen Gebler, Ben Hicks, Jason Yon, Matt Barker
Abstract
474 | PDF Downloads
568 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.556
PDF
Characterizing the Degradation Process of Lithium-ion Batteries Using a Similarity-Based-Modeling Approach
Aramis Perez, Francisco Jaramillo, Vanessa Quintero, Marcos Orchard
Abstract
434 | PDF Downloads
444 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.439
PDF
CNC spindle signal investigation for the prediction of cutting tool health
Jacob L. Hill, Paul W. Prickett, Roger I. Grosvenor
Abstract
359 | PDF Downloads
630 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.374
PDF
Comparison of Stochastic capacity estimation tools applied on remaining useful life prognosis of Lithium ion batteries
Mikel Arrinda
Abstract
382 | PDF Downloads
428 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.369
PDF
Cost benefit analysis of applying PHM for Subsea Applications
Xiaojing gao
Abstract
457 | PDF Downloads
903 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.407
PDF
Data-driven condition now- and forecasting of railway switches for
Daniela Narezo Guzman, Edin Hadzic, Robert Schuil, Eric Baars, Jörn Christoffer Groos
Abstract
419 | PDF Downloads
401 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.456
PDF
Data-Driven Fault Detection for Neutron Generator Subsystem in Multifunction Logging-While-Drilling Service
Ahmed Mosallam, Laurent Laval, Fares Ben Youssef, James Fulton, Daniel Viassolo
Abstract
693 | PDF Downloads
671 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.399
PDF
Data-Driven Prediction of Unscheduled Maintenance Replacements in a Fleet of Commercial Aircrafts
Gianluca Nicchiotti
Abstract
16863 | PDF Downloads
83255 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.237
PDF
Deep Neural Networks Analysis of Borescope Images
Markus Svensen, Honor E G Powrie, David S Hardwick
Abstract
429 | PDF Downloads
918 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.401
PDF
Denoising autoencoder anomaly detection for correlated data
Peter James Goldthorpe, Antoine Desmet
Abstract
574 | PDF Downloads
2088 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.372
PDF
Determining the Causes of Train Delays - An Automatic Fuzzy Matching Approach
Wan-Jui Lee
Abstract
321 | PDF Downloads
339 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.452
PDF
Diagnostics and Prognostics of Wire-Bonded Power Semi-Conductor Modules subject to DC Power Cycling with Physically-Inspired Models and Particle Filter
Nicolas Degrenne, Stefan Mollov
Abstract
405 | PDF Downloads
550 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.167
PDF
Distributed Diagnosis of Electric Aircraft Powertrain
Chetan S Kulkarni, Indranil Roychoudhury, George Gorospe
Abstract
478 | PDF Downloads
475 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.559
PDF
Effects of operating condition variations on vibration-based bearing condition monitoring features: Experimental investigation
Agusmian Partogi Ompusunggu, steven Devos
Abstract
511 | PDF Downloads
479 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.466
PDF
Enhanced Data Driven Decision Support
Chris Rijsdijk, Tiedo Tinga
Abstract
839 | PDF Downloads
659 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.409
PDF
Enhanced Particle Filter and Cyclic Spectral Coherence based Prognostics of Rolling Element Bearings
Junyu Qi
Abstract
418 | PDF Downloads
492 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.458
PDF
Enhanced Particle Filter framework for improved prognosis of electro-mechanical flight controls actuators
Andrea De Martin, Giovanni Jacazio, Massimo Sorli
Abstract
415 | PDF Downloads
302 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.391
PDF
Experimental Validation of Multi-Sensor Data Fusion Model for Railway Wheel Defect Identification
Alireza Alemi, Yusong Pang, Gabriel Lodewijks
Abstract
372 | PDF Downloads
329 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.364
PDF
Fingerprint analysis concept for gearbox health monitoring on speed transitory conditions using motor current signature analysis
Inaki Bravo Imaz, Kerman Lopez de Calle, Susana Ferreiro, Alfredo García-Arribas, Hossein Davari Ardakani, Jay Lee
Abstract
476 | PDF Downloads
516 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.132
PDF
Fleet PHM for Critical Systems
Gabriel Michau, Thomas Palmé, Dr., Olga Fink, Dr.
Abstract
637 | PDF Downloads
3357 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.403
PDF
From Data to Physics
Gabriel Michau
Abstract
543 | PDF Downloads
401 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.402
PDF
Intelligent Diagnostics for Aircraft Hydraulic Equipment
Giovanni Jacazio, Oliver Ritter, Gerko Wende, Rocco Gentile, Antonio Carlo Bertolino, Francesco Marino, Andrea Raviola
Abstract
10588 | PDF Downloads
2774 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.410
PDF
Inter-engine variation analysis for health monitoring of aerospace gas turbine engines
William Jacobs, Huw Edwards, Visakan Kadirkamanathan, Andrew Mills
Abstract
376 | PDF Downloads
420 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.444
PDF
Lamb Wave-based Damage Indicator for Plate-Like Structures
Sergio Cantero-Chinchilla, Juan Chiachío-Ruano, Manuel Chiachío-Ruano, Josu Etxaniz, Gerardo Aranguren, Arthur Jones, Yasser Essa, Federico Martin De La Escalera
Abstract
456 | PDF Downloads
435 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.368
PDF
Life characterization of power distribution transformers using clustering techniques
Edouard Mulliez, Miguel A. Sanz-Bobi, Alvaro Sanchez, Peyman Mazidi, Ana Gonzalez, Raúl Bachiller
Abstract
466 | PDF Downloads
420 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.129
PDF
Life Prediction of Bearing for the Drive Train of a Wind Turbine
Yun-Ho Seo
Abstract
316 | PDF Downloads
401 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.413
PDF
Lifetime prediction of wind turbine blades using degradation model considering variable load profiles
Rosmawati Jihin, Manh-Hung Do, Dirk S¨offker
Abstract
609 | PDF Downloads
666 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.411
PDF
Model based detection and diagnosis of bearing defects
Henk Mol, Antonio Gabelli
Abstract
460 | PDF Downloads
516 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.397
PDF
Model-based predictive maintenance techniques applied to automotive industry
Nicola Longo, Valeria Serpi, Giovanni Jacazio, Massimo Sorli
Abstract
780 | PDF Downloads
1221 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.353
PDF
Near real-time monitor of rail way track adhesion conditions
Inka Laura Marie Locht, Nikolaas Nuttert Oosterhof
Abstract
421 | PDF Downloads
456 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.393
PDF
Non-invasive Sensing for Aerospace Fuel Systems
Andy Mills, Simon Blakey, Spiridon Souris, Visakan Kadirkamanathan
Abstract
321 | PDF Downloads
409 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.358
PDF
Optimizing fixed-interval maintenance periods for mobile asset sub-systems operating in remote locations
Melinda Hodkiewicz, Deion Bonser, Mr, Alastair Chin, Mr, Lyndon While, Dr.
Abstract
395 | PDF Downloads
377 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.360
PDF
Physics Based Methodology for the Estimation of Bearings' RUL: Physics-Based Models, Diagnostic Methods and Experiments
Dmitri Gazizulin, Renata Klein, Jacob Bortman
Abstract
493 | PDF Downloads
4639 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.352
PDF
Power Consumption Forecast using Nonlinear Regression Methodologies
Benedikt Sturm, Daniel Jaroszewski
Abstract
481 | PDF Downloads
464 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.380
PDF
Pricing full-service maintenance contracts: a data analytics approach
Laurens Deprez, Katrien Antonio, Robert Boute
Abstract
374 | PDF Downloads
1669 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.437
PDF
Prognostics and Health Management in the Oil & Gas Industry - A Step Change
Kenneth Moir, Octavian Niculita, William Milligan
Abstract
666 | PDF Downloads
1742 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.396
PDF
RailWear Estimation for Predictive Maintenance: a strategic approach
Annemieke Meghoe, Richard Loendersloot, Rob Bosman, Tiedo Tinga
Abstract
367 | PDF Downloads
947 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.370
PDF
Rare Event Simulation to Optimise Maintenance Intervals of Safety Critical Redundant Subsystems
Raphael Pfaff, Karin Melcher, Julian Franzen
Abstract
688 | PDF Downloads
561 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.433
PDF
Remaining Lifetime Prediction for Reliability-based Dry Clutch Control
Daniel Strommenger
Abstract
383 | PDF Downloads
1568 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.367
PDF
ROC-based Business Case Analysis for Predictive Maintenance – Applications in Aircraft Engine Monitoring
Lily Geraldine Koops
Abstract
1806 | PDF Downloads
761 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.460
PDF
RUL Prediction of Reaction Wheel Motor in Satellites
yuri yun, Jungyong Lee, Hwa-suk Oh, Joo-Ho Choi
Abstract
389 | PDF Downloads
404 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.449
PDF
Sensor positioning and thermal model for condition monitoring of pressure gas reservoirs in vehicles
Henrik Bücking, Raphael Pfaff, Roger Dirksmeier
Abstract
362 | PDF Downloads
376 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.436
PDF
Simulation of wind turbine faulty production profiles and performance assessment of fault monitoring methods
Usama Aziz, Sylvie Charbonnier, Christophe Bérenguer, Alexis Lebranchu, Frederic Prevost
Abstract
366 | PDF Downloads
365 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.378
PDF
Towards automated detection and diagnosis of suspension system defects in passenger railway vehicles
Nikolaas N. Oosterhof, Margot F. E. Peters
Abstract
454 | PDF Downloads
372 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.423
PDF
Understanding malfunctions of smart card validators in trams by development of decision tree models
Marielle ten Have, Bas Beekmans, Carolien Maas
Abstract
296 | PDF Downloads
321 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.387
PDF
US Air Force Research Laboratory Perspective on Structural Health Monitoring in Support of Risk Management
Eric Lindgren
Abstract
3289 | PDF Downloads
14620 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.373
PDF
Vibration-based Rotorcraft Gearbox Monitoring Under Varying Operating Conditions
Cristobal Ruiz Carcel, Andrew Starr, James R. Ottewill, Victor H. Jaramillo
Abstract
1172 | PDF Downloads
1641 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.354
PDF
Posters
A Predictive Maintenance Approach for Complex Equipment
Olivier Blancke, Antoine Tahan, Dragan Komljenovic, Normand Amyot
Abstract
351 | PDF Downloads
385 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.375
PDF
Investigating Novel Approaches to Overcome Data Deficiency in Prognostics and Health Management
Seokgoo Kim, Dawn An, Nam Ho Kim, Joo-Ho Choi
Abstract
403 | PDF Downloads
360 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.446
PDF
System reliability upper bound assessment for health-aware control of complex systems
Jean Carlo Salazar, Dr., Ramon Sarrate, Dr., Fatiha Nejjari, Dr.
Abstract
337 | PDF Downloads
321 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.572
PDF
Determination of inspection interval for aircraft structures using Stochastic Approaches
SungJin Kim, Hee-Seong Kim, Joo-Ho Choi
Abstract
371 | PDF Downloads
471 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.567
PDF
Multi-Fault Diagnosis for Wind Turbines Based on SCADA Data
Yolanda Vidal, Francesc Pozo, Christian Tutivén
Abstract
378 | PDF Downloads
373 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.566
PDF
Hydraulic Pump Fault Diagnosis Based on Empirical Wavelet Transform and Extreme Learning Machine
Yu Ding, Chen Lu, Laifa Tao, Yujie Cheng, Xingliu Zhang, Dengwei Song
Abstract
371 | PDF Downloads
320 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.563
PDF
Performance Assessment based on Health Baseline and MML for Hydraulic System
Dengwei Song, Chen Lu, Jian Ma, Yujie Cheng, Yu Ding
Abstract
345 | PDF Downloads
334 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.558
PDF
Data-driven decision making in a knowledge worker environment
Simon Voorberg
Abstract
279 | PDF Downloads
328 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.430
PDF
Online Prediction of Remaining Lifetime of IGBT semiconductor Modules
OULD MAHAMMED Salah
Abstract
379 | PDF Downloads
447 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.429
PDF
Fault Detection of Three-Phase InductionMotor by using Deep Neural Network
Sungho Suh, Yongoh Lee, Dr., Jongwoon Hwang, Dr.
Abstract
343 | PDF Downloads
424 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.428
PDF
Model-Based Prognosis for Remaining Useful Life Prediction of Composite Components
Juhee Lim, Jongsoo Lee
Abstract
456 | PDF Downloads
408 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.427
PDF
Prognosis of Lithium-Ion Batteries Considering Cycle and Storage Conditions
Soyoung Lee, Jaehyeok Doh, Jongsoo Lee
Abstract
351 | PDF Downloads
353 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.422
PDF
Predicting SMPS's remaining life using ripple ratio of electrolyte capacitor
Ui Hyo Jeong, Yang Gi Yoon, Jae Phil Hyung
Abstract
308 | PDF Downloads
384 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.356
PDF
Investigation of Intermittent Failure in Electrical Interconnections of Avionics System
Changwoon Han
Abstract
420 | PDF Downloads
367 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.576
PDF
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