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 789 | PDF Downloads 941 | DOI https://doi.org/10.36001/phme.2018.v4i1.461
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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 915 | PDF Downloads 629 | DOI https://doi.org/10.36001/phme.2018.v4i1.363
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A comparative study of particle filters for prognostics implementation in industry

Phuc Do
Abstract 652 | PDF Downloads 803 | DOI https://doi.org/10.36001/phme.2018.v4i1.457
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A Data-Driven Particle Filter For Lithium-Ion Batteries State-Of-Life Prognosis

Francesco Cadini, Claudio Sbarufatti, Francesco Cancelliere, Marco Giglio
Abstract 786 | PDF Downloads 988 | DOI https://doi.org/10.36001/phme.2018.v4i1.416
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A Functional Architecture of Prognostics and Health Management using a Systems Engineering Approach

Rui Li, Wim J.C. Verhagen, Richard Curran
Abstract 1355 | PDF Downloads 219828 | DOI https://doi.org/10.36001/phme.2018.v4i1.362
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A Hybrid Model for on-line Detection of Gas Turbine Lean Blowout Events

Matteo Iannitelli, Carmine Allegorico, Francesco Garau, Marco Capanni
Abstract 902 | PDF Downloads 963 | DOI https://doi.org/10.36001/phme.2018.v4i1.405
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A multi-task deep learning model for rolling element-bearing diagnostics

Ahmed Zakariae Hinchi
Abstract 671 | PDF Downloads 728 | DOI https://doi.org/10.36001/phme.2018.v4i1.448
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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 935 | PDF Downloads 903 | DOI https://doi.org/10.36001/phme.2018.v4i1.434
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A priori indicator identification to support predictive maintenance: application to machine tool

Thomas Laloix, Hai Canh Vu, Alexandre VOISIN, Eric Romagne, Benoît Iung
Abstract 777 | PDF Downloads 638 | DOI https://doi.org/10.36001/phme.2018.v4i1.420
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A Review on Condition Monitoring Technologies for Railway Rolling Stock

Pradeep Kundu, Ashish K Darpe, S P Singh, K Gupta
Abstract 1053 | PDF Downloads 2208 | DOI https://doi.org/10.36001/phme.2018.v4i1.250
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A study on the use of discrete event data for prognostics and health management: discovery of association rules

Bin Liu
Abstract 670 | PDF Downloads 700 | DOI https://doi.org/10.36001/phme.2018.v4i1.488
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A Viable Opportunity for Fielding an Aircraft Structural Health Monitoring System

Marinus J. Bos
Abstract 53023 | PDF Downloads 6422 | DOI https://doi.org/10.36001/phme.2018.v4i1.390
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A Wireless and autonomous sensor for Integrated Engine Health Management

Yoann HEBRARD
Abstract 642 | PDF Downloads 638 | DOI https://doi.org/10.36001/phme.2018.v4i1.386
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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 646 | PDF Downloads 484 | DOI https://doi.org/10.36001/phme.2018.v4i1.440
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An Insight into Wind Turbine Planet Bearing Fault Prediction Using SCADA Data

Sofia Koukoura
Abstract 655 | PDF Downloads 740 | DOI https://doi.org/10.36001/phme.2018.v4i1.455
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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 912 | PDF Downloads 1033 | DOI https://doi.org/10.36001/phme.2018.v4i1.435
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Anomaly Detection Indicators of a Wind Turbine Gearbox Based on Feature Extraction from its Vibration Performance

Miguel Martinez Montaña, Miguel A. Sanz-Bobi
Abstract 693 | PDF Downloads 1300 | DOI https://doi.org/10.36001/phme.2018.v4i1.61
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Applications of Artificial Intelligence and Decision-Making Methods in PHM

Paddy Conroy, Jacek Stecki, Joshua Bautista, Alex Ringeri
Abstract 938 | PDF Downloads 756 | DOI https://doi.org/10.36001/phme.2018.v4i1.400
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Assessment of Maintenance Policies for Smart Buildings

Alessandro Abate, Carlos Esteban Budde, Nathalie Cauchi, Khaza Anuarul Hoque, Mariëlle Stoelinga
Abstract 1396 | PDF Downloads 562 | DOI https://doi.org/10.36001/phme.2018.v4i1.385
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Automated Failure Diagnosis in Aviation Maintenance Using Explainable Artificial Intelligence (XAI)

Sophie ten Zeldam, Arjan de Jong, Richard Loendersloot, Tiedo Tinga
Abstract 967 | PDF Downloads 1295 | DOI https://doi.org/10.36001/phme.2018.v4i1.432
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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 639 | PDF Downloads 752 | DOI https://doi.org/10.36001/phme.2018.v4i1.453
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Automated Predictive Monitoring and Diagnosis in the Energy and Natural Resources Sector

Yvonne Power
Abstract 553 | PDF Downloads 2399 | DOI https://doi.org/10.36001/phme.2018.v4i1.371
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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 724 | PDF Downloads 782 | DOI https://doi.org/10.36001/phme.2018.v4i1.394
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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 739 | PDF Downloads 717 | DOI https://doi.org/10.36001/phme.2018.v4i1.556
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Characterizing the Degradation Process of Lithium-ion Batteries Using a Similarity-Based-Modeling Approach

Aramis Perez, Francisco Jaramillo, Vanessa Quintero, Marcos Orchard
Abstract 661 | PDF Downloads 702 | DOI https://doi.org/10.36001/phme.2018.v4i1.439
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CNC spindle signal investigation for the prediction of cutting tool health

Jacob L. Hill, Paul W. Prickett, Roger I. Grosvenor
Abstract 540 | PDF Downloads 854 | DOI https://doi.org/10.36001/phme.2018.v4i1.374
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Comparison of Stochastic capacity estimation tools applied on remaining useful life prognosis of Lithium ion batteries

Mikel Arrinda
Abstract 567 | PDF Downloads 560 | DOI https://doi.org/10.36001/phme.2018.v4i1.369
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Cost benefit analysis of applying PHM for Subsea Applications

Xiaojing gao
Abstract 676 | PDF Downloads 1113 | DOI https://doi.org/10.36001/phme.2018.v4i1.407
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Data-driven condition now- and forecasting of railway switches for

Daniela Narezo Guzman, Edin Hadzic, Robert Schuil, Eric Baars, Jörn Christoffer Groos
Abstract 600 | PDF Downloads 580 | DOI https://doi.org/10.36001/phme.2018.v4i1.456
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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 947 | PDF Downloads 823 | DOI https://doi.org/10.36001/phme.2018.v4i1.399
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Data-Driven Prediction of Unscheduled Maintenance Replacements in a Fleet of Commercial Aircrafts

Gianluca Nicchiotti
Abstract 19246 | PDF Downloads 85531 | DOI https://doi.org/10.36001/phme.2018.v4i1.237
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Deep Neural Networks Analysis of Borescope Images

Markus Svensen, Honor E G Powrie, David S Hardwick
Abstract 653 | PDF Downloads 1179 | DOI https://doi.org/10.36001/phme.2018.v4i1.401
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Denoising autoencoder anomaly detection for correlated data

Peter James Goldthorpe, Antoine Desmet
Abstract 795 | PDF Downloads 2302 | DOI https://doi.org/10.36001/phme.2018.v4i1.372
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Determining the Causes of Train Delays - An Automatic Fuzzy Matching Approach

Wan-Jui Lee
Abstract 530 | PDF Downloads 575 | DOI https://doi.org/10.36001/phme.2018.v4i1.452
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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 600 | PDF Downloads 747 | DOI https://doi.org/10.36001/phme.2018.v4i1.167
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Distributed Diagnosis of Electric Aircraft Powertrain

Chetan S Kulkarni, Indranil Roychoudhury, George Gorospe
Abstract 792 | PDF Downloads 661 | DOI https://doi.org/10.36001/phme.2018.v4i1.559
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Effects of operating condition variations on vibration-based bearing condition monitoring features: Experimental investigation

Agusmian Partogi Ompusunggu, steven Devos
Abstract 722 | PDF Downloads 642 | DOI https://doi.org/10.36001/phme.2018.v4i1.466
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Enhanced Data Driven Decision Support

Chris Rijsdijk, Tiedo Tinga
Abstract 1103 | PDF Downloads 877 | DOI https://doi.org/10.36001/phme.2018.v4i1.409
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Enhanced Particle Filter and Cyclic Spectral Coherence based Prognostics of Rolling Element Bearings

Junyu Qi
Abstract 746 | PDF Downloads 722 | DOI https://doi.org/10.36001/phme.2018.v4i1.458
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Enhanced Particle Filter framework for improved prognosis of electro-mechanical flight controls actuators

Andrea De Martin, Giovanni Jacazio, Massimo Sorli
Abstract 686 | PDF Downloads 428 | DOI https://doi.org/10.36001/phme.2018.v4i1.391
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Experimental Validation of Multi-Sensor Data Fusion Model for Railway Wheel Defect Identification

Alireza Alemi, Yusong Pang, Gabriel Lodewijks
Abstract 1124 | PDF Downloads 453 | DOI https://doi.org/10.36001/phme.2018.v4i1.364
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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 758 | PDF Downloads 755 | DOI https://doi.org/10.36001/phme.2018.v4i1.132
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Fleet PHM for Critical Systems

Gabriel Michau, Thomas Palmé, Dr., Olga Fink, Dr.
Abstract 1004 | PDF Downloads 3619 | DOI https://doi.org/10.36001/phme.2018.v4i1.403
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From Data to Physics

Gabriel Michau
Abstract 713 | PDF Downloads 514 | DOI https://doi.org/10.36001/phme.2018.v4i1.402
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Intelligent Diagnostics for Aircraft Hydraulic Equipment

Giovanni Jacazio, Oliver Ritter, Gerko Wende, Rocco Gentile, Antonio Carlo Bertolino, Francesco Marino, Andrea Raviola
Abstract 12979 | PDF Downloads 3881 | DOI https://doi.org/10.36001/phme.2018.v4i1.410
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Inter-engine variation analysis for health monitoring of aerospace gas turbine engines

William Jacobs, Huw Edwards, Visakan Kadirkamanathan, Andrew Mills
Abstract 636 | PDF Downloads 575 | DOI https://doi.org/10.36001/phme.2018.v4i1.444
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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 671 | PDF Downloads 592 | DOI https://doi.org/10.36001/phme.2018.v4i1.368
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Life characterization of power distribution transformers using clustering techniques

Edouard Mulliez, Miguel A. Sanz-Bobi, Alvaro Sanchez, Peyman Mazidi, Ana Gonzalez, Raúl Bachiller
Abstract 644 | PDF Downloads 608 | DOI https://doi.org/10.36001/phme.2018.v4i1.129
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Life Prediction of Bearing for the Drive Train of a Wind Turbine

Yun-Ho Seo
Abstract 536 | PDF Downloads 573 | DOI https://doi.org/10.36001/phme.2018.v4i1.413
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Lifetime prediction of wind turbine blades using degradation model considering variable load profiles

Rosmawati Jihin, Manh-Hung Do, Dirk S¨offker
Abstract 909 | PDF Downloads 899 | DOI https://doi.org/10.36001/phme.2018.v4i1.411
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Model based detection and diagnosis of bearing defects

Henk Mol, Antonio Gabelli
Abstract 702 | PDF Downloads 677 | DOI https://doi.org/10.36001/phme.2018.v4i1.397
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Model-based predictive maintenance techniques applied to automotive industry

Nicola Longo, Valeria Serpi, Giovanni Jacazio, Massimo Sorli
Abstract 1162 | PDF Downloads 1686 | DOI https://doi.org/10.36001/phme.2018.v4i1.353
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Near real-time monitor of rail way track adhesion conditions

Inka Laura Marie Locht, Nikolaas Nuttert Oosterhof
Abstract 713 | PDF Downloads 633 | DOI https://doi.org/10.36001/phme.2018.v4i1.393
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Non-invasive Sensing for Aerospace Fuel Systems

Andy Mills, Simon Blakey, Spiridon Souris, Visakan Kadirkamanathan
Abstract 560 | PDF Downloads 561 | DOI https://doi.org/10.36001/phme.2018.v4i1.358
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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 618 | PDF Downloads 536 | DOI https://doi.org/10.36001/phme.2018.v4i1.360
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Physics Based Methodology for the Estimation of Bearings' RUL: Physics-Based Models, Diagnostic Methods and Experiments

Dmitri Gazizulin, Renata Klein, Jacob Bortman
Abstract 756 | PDF Downloads 4816 | DOI https://doi.org/10.36001/phme.2018.v4i1.352
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Power Consumption Forecast using Nonlinear Regression Methodologies

Benedikt Sturm, Daniel Jaroszewski
Abstract 905 | PDF Downloads 637 | DOI https://doi.org/10.36001/phme.2018.v4i1.380
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Pricing full-service maintenance contracts: a data analytics approach

Laurens Deprez, Katrien Antonio, Robert Boute
Abstract 565 | PDF Downloads 2597 | DOI https://doi.org/10.36001/phme.2018.v4i1.437
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Prognostics and Health Management in the Oil & Gas Industry - A Step Change

Kenneth Moir, Octavian Niculita, William Milligan
Abstract 924 | PDF Downloads 2029 | DOI https://doi.org/10.36001/phme.2018.v4i1.396
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RailWear Estimation for Predictive Maintenance: a strategic approach

Annemieke Meghoe, Richard Loendersloot, Rob Bosman, Tiedo Tinga
Abstract 609 | PDF Downloads 1107 | DOI https://doi.org/10.36001/phme.2018.v4i1.370
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Rare Event Simulation to Optimise Maintenance Intervals of Safety Critical Redundant Subsystems

Raphael Pfaff, Karin Melcher, Julian Franzen
Abstract 885 | PDF Downloads 737 | DOI https://doi.org/10.36001/phme.2018.v4i1.433
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Remaining Lifetime Prediction for Reliability-based Dry Clutch Control

Daniel Strommenger
Abstract 581 | PDF Downloads 1849 | DOI https://doi.org/10.36001/phme.2018.v4i1.367
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ROC-based Business Case Analysis for Predictive Maintenance – Applications in Aircraft Engine Monitoring

Lily Geraldine Koops
Abstract 2212 | PDF Downloads 963 | DOI https://doi.org/10.36001/phme.2018.v4i1.460
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RUL Prediction of Reaction Wheel Motor in Satellites

yuri yun, Jungyong Lee, Hwa-suk Oh, Joo-Ho Choi
Abstract 610 | PDF Downloads 554 | DOI https://doi.org/10.36001/phme.2018.v4i1.449
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Sensor positioning and thermal model for condition monitoring of pressure gas reservoirs in vehicles

Henrik Bücking, Raphael Pfaff, Roger Dirksmeier
Abstract 580 | PDF Downloads 570 | DOI https://doi.org/10.36001/phme.2018.v4i1.436
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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 556 | PDF Downloads 487 | DOI https://doi.org/10.36001/phme.2018.v4i1.378
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Towards automated detection and diagnosis of suspension system defects in passenger railway vehicles

Nikolaas N. Oosterhof, Margot F. E. Peters
Abstract 1137 | PDF Downloads 531 | DOI https://doi.org/10.36001/phme.2018.v4i1.423
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Understanding malfunctions of smart card validators in trams by development of decision tree models

Marielle ten Have, Bas Beekmans, Carolien Maas
Abstract 466 | PDF Downloads 448 | DOI https://doi.org/10.36001/phme.2018.v4i1.387
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US Air Force Research Laboratory Perspective on Structural Health Monitoring in Support of Risk Management

Eric Lindgren
Abstract 3848 | PDF Downloads 15114 | DOI https://doi.org/10.36001/phme.2018.v4i1.373
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Vibration-based Rotorcraft Gearbox Monitoring Under Varying Operating Conditions

Cristobal Ruiz Carcel, Andrew Starr, James R. Ottewill, Victor H. Jaramillo
Abstract 1389 | PDF Downloads 1823 | DOI https://doi.org/10.36001/phme.2018.v4i1.354
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Posters

A Predictive Maintenance Approach for Complex Equipment

Olivier Blancke, Antoine Tahan, Dragan Komljenovic, Normand Amyot
Abstract 555 | PDF Downloads 503 | DOI https://doi.org/10.36001/phme.2018.v4i1.375
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Investigating Novel Approaches to Overcome Data Deficiency in Prognostics and Health Management

Seokgoo Kim, Dawn An, Nam Ho Kim, Joo-Ho Choi
Abstract 588 | PDF Downloads 499 | DOI https://doi.org/10.36001/phme.2018.v4i1.446
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System reliability upper bound assessment for health-aware control of complex systems

Jean Carlo Salazar, Dr., Ramon Sarrate, Dr., Fatiha Nejjari, Dr.
Abstract 531 | PDF Downloads 456 | DOI https://doi.org/10.36001/phme.2018.v4i1.572
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Determination of inspection interval for aircraft structures using Stochastic Approaches

SungJin Kim, Hee-Seong Kim, Joo-Ho Choi
Abstract 585 | PDF Downloads 644 | DOI https://doi.org/10.36001/phme.2018.v4i1.567
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Multi-Fault Diagnosis for Wind Turbines Based on SCADA Data

Yolanda Vidal, Francesc Pozo, Christian Tutivén
Abstract 571 | PDF Downloads 501 | DOI https://doi.org/10.36001/phme.2018.v4i1.566
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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 549 | PDF Downloads 463 | DOI https://doi.org/10.36001/phme.2018.v4i1.563
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Performance Assessment based on Health Baseline and MML for Hydraulic System

Dengwei Song, Chen Lu, Jian Ma, Yujie Cheng, Yu Ding
Abstract 545 | PDF Downloads 521 | DOI https://doi.org/10.36001/phme.2018.v4i1.558
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Data-driven decision making in a knowledge worker environment

Simon Voorberg
Abstract 454 | PDF Downloads 454 | DOI https://doi.org/10.36001/phme.2018.v4i1.430
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Online Prediction of Remaining Lifetime of IGBT semiconductor Modules

OULD MAHAMMED Salah
Abstract 550 | PDF Downloads 626 | DOI https://doi.org/10.36001/phme.2018.v4i1.429
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Fault Detection of Three-Phase InductionMotor by using Deep Neural Network

Sungho Suh, Yongoh Lee, Dr., Jongwoon Hwang, Dr.
Abstract 519 | PDF Downloads 622 | DOI https://doi.org/10.36001/phme.2018.v4i1.428
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Model-Based Prognosis for Remaining Useful Life Prediction of Composite Components

Juhee Lim, Jongsoo Lee
Abstract 632 | PDF Downloads 576 | DOI https://doi.org/10.36001/phme.2018.v4i1.427
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Prognosis of Lithium-Ion Batteries Considering Cycle and Storage Conditions

Soyoung Lee, Jaehyeok Doh, Jongsoo Lee
Abstract 535 | PDF Downloads 491 | DOI https://doi.org/10.36001/phme.2018.v4i1.422
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Predicting SMPS's remaining life using ripple ratio of electrolyte capacitor

Ui Hyo Jeong, Yang Gi Yoon, Jae Phil Hyung
Abstract 471 | PDF Downloads 530 | DOI https://doi.org/10.36001/phme.2018.v4i1.356
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Investigation of Intermittent Failure in Electrical Interconnections of Avionics System

Changwoon Han
Abstract 619 | PDF Downloads 507 | DOI https://doi.org/10.36001/phme.2018.v4i1.576
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