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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
635 | PDF Downloads
789 |
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
747 | PDF Downloads
522 |
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
512 | PDF Downloads
677 |
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
622 | PDF Downloads
830 |
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
1007 | PDF Downloads
219342 |
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
694 | PDF Downloads
822 |
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
538 | PDF Downloads
601 |
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
683 | PDF Downloads
804 |
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
624 | PDF Downloads
552 |
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
851 | PDF Downloads
1671 |
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
555 | PDF Downloads
554 |
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
52891 | PDF Downloads
6232 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.390
PDF
A Wireless and autonomous sensor for Integrated Engine Health Management
Yoann HEBRARD
Abstract
508 | PDF Downloads
528 |
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
503 | PDF Downloads
399 |
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
519 | PDF Downloads
663 |
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
744 | PDF Downloads
930 |
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
554 | PDF Downloads
1204 |
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
768 | PDF Downloads
634 |
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
1211 | PDF Downloads
473 |
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
759 | PDF Downloads
1156 |
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
463 | PDF Downloads
595 |
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
417 | PDF Downloads
2262 |
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
548 | PDF Downloads
671 |
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
570 | PDF Downloads
644 |
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
519 | PDF Downloads
530 |
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
416 | PDF Downloads
699 |
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
436 | PDF Downloads
483 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.369
PDF
Cost benefit analysis of applying PHM for Subsea Applications
Xiaojing gao
Abstract
556 | PDF Downloads
1008 |
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
467 | PDF Downloads
463 |
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
788 | PDF Downloads
750 |
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
19110 | PDF Downloads
85425 |
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
515 | PDF Downloads
1039 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.401
PDF
Denoising autoencoder anomaly detection for correlated data
Peter James Goldthorpe, Antoine Desmet
Abstract
661 | PDF Downloads
2189 |
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
410 | PDF Downloads
458 |
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
462 | PDF Downloads
626 |
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
596 | PDF Downloads
551 |
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
601 | PDF Downloads
548 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.466
PDF
Enhanced Data Driven Decision Support
Chris Rijsdijk, Tiedo Tinga
Abstract
953 | PDF Downloads
749 |
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
515 | PDF Downloads
576 |
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
496 | PDF Downloads
359 |
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
920 | PDF Downloads
385 |
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
555 | PDF Downloads
609 |
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
805 | PDF Downloads
3523 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.403
PDF
From Data to Physics
Gabriel Michau
Abstract
599 | PDF Downloads
444 |
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
12810 | PDF Downloads
3681 |
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
468 | PDF Downloads
493 |
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
531 | PDF Downloads
497 |
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
529 | PDF Downloads
483 |
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
395 | PDF Downloads
474 |
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
731 | PDF Downloads
781 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.411
PDF
Model based detection and diagnosis of bearing defects
Henk Mol, Antonio Gabelli
Abstract
545 | PDF Downloads
596 |
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
917 | PDF Downloads
1459 |
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
522 | PDF Downloads
544 |
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
388 | PDF Downloads
468 |
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
491 | PDF Downloads
451 |
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
579 | PDF Downloads
4712 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.352
PDF
Power Consumption Forecast using Nonlinear Regression Methodologies
Benedikt Sturm, Daniel Jaroszewski
Abstract
619 | PDF Downloads
551 |
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
429 | PDF Downloads
2099 |
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
775 | PDF Downloads
1879 |
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
450 | PDF Downloads
1030 |
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
760 | PDF Downloads
658 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.433
PDF
Remaining Lifetime Prediction for Reliability-based Dry Clutch Control
Daniel Strommenger
Abstract
451 | PDF Downloads
1740 |
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
2051 | PDF Downloads
847 |
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
461 | PDF Downloads
456 |
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
456 | PDF Downloads
469 |
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
418 | PDF Downloads
426 |
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
626 | PDF Downloads
443 |
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
353 | PDF Downloads
377 |
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
3707 | PDF Downloads
14900 |
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
1242 | PDF Downloads
1727 |
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
416 | PDF Downloads
438 |
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
465 | PDF Downloads
418 |
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
398 | PDF Downloads
382 |
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
458 | PDF Downloads
543 |
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
447 | PDF Downloads
435 |
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
425 | PDF Downloads
376 |
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
412 | PDF Downloads
398 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.558
PDF
Data-driven decision making in a knowledge worker environment
Simon Voorberg
Abstract
349 | PDF Downloads
380 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.430
PDF
Online Prediction of Remaining Lifetime of IGBT semiconductor Modules
OULD MAHAMMED Salah
Abstract
435 | PDF Downloads
543 |
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
395 | PDF Downloads
491 |
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
522 | PDF Downloads
479 |
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
424 | PDF Downloads
429 |
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
356 | PDF Downloads
444 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.356
PDF
Investigation of Intermittent Failure in Electrical Interconnections of Avionics System
Changwoon Han
Abstract
479 | PDF Downloads
425 |
DOI
https://doi.org/10.36001/phme.2018.v4i1.576
PDF
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