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 642 | PDF Downloads 797 | 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 772 | PDF Downloads 525 | 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 521 | PDF Downloads 688 | 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 632 | PDF Downloads 839 | 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 1027 | PDF Downloads 219370 | 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 706 | PDF Downloads 833 | 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 544 | PDF Downloads 609 | 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 703 | PDF Downloads 822 | 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 633 | PDF Downloads 557 | 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 865 | PDF Downloads 1720 | 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 562 | PDF Downloads 562 | 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 52901 | PDF Downloads 6241 | 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 515 | PDF Downloads 538 | 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 510 | PDF Downloads 405 | 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 527 | PDF Downloads 672 | 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 755 | PDF Downloads 937 | 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 561 | PDF Downloads 1220 | 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 783 | PDF Downloads 640 | 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 1225 | PDF Downloads 480 | 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 774 | PDF Downloads 1170 | 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 489 | PDF Downloads 606 | 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 424 | PDF Downloads 2267 | 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 560 | PDF Downloads 679 | 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 582 | PDF Downloads 651 | 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 527 | PDF Downloads 543 | 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 424 | PDF Downloads 708 | 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 441 | PDF Downloads 488 | 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 563 | PDF Downloads 1017 | 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 475 | PDF Downloads 475 | 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 811 | PDF Downloads 757 | 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 19118 | PDF Downloads 85433 | 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 528 | PDF Downloads 1052 | 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 668 | PDF Downloads 2207 | 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 416 | PDF Downloads 464 | 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 468 | PDF Downloads 638 | 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 610 | PDF Downloads 559 | 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 607 | PDF Downloads 562 | DOI https://doi.org/10.36001/phme.2018.v4i1.466
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Enhanced Data Driven Decision Support

Chris Rijsdijk, Tiedo Tinga
Abstract 963 | PDF Downloads 759 | 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 528 | PDF Downloads 586 | 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 512 | PDF Downloads 368 | 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 974 | PDF Downloads 392 | 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 563 | PDF Downloads 617 | 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 824 | PDF Downloads 3533 | DOI https://doi.org/10.36001/phme.2018.v4i1.403
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From Data to Physics

Gabriel Michau
Abstract 605 | PDF Downloads 451 | 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 12829 | PDF Downloads 3704 | 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 501 | PDF Downloads 502 | 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 541 | PDF Downloads 503 | 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 536 | PDF Downloads 488 | 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 411 | PDF Downloads 486 | 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 741 | PDF Downloads 788 | 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 560 | PDF Downloads 608 | 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 938 | PDF Downloads 1505 | 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 532 | PDF Downloads 550 | 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 399 | PDF Downloads 476 | 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 500 | PDF Downloads 458 | 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 591 | PDF Downloads 4720 | 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 645 | PDF Downloads 559 | 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 436 | PDF Downloads 2150 | 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 782 | PDF Downloads 1896 | 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 461 | PDF Downloads 1044 | 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 766 | PDF Downloads 665 | 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 464 | PDF Downloads 1765 | 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 2059 | PDF Downloads 863 | 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 486 | PDF Downloads 463 | 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 463 | PDF Downloads 477 | 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 424 | PDF Downloads 432 | 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 667 | PDF Downloads 448 | 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 361 | PDF Downloads 383 | 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 3716 | PDF Downloads 14910 | 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 1250 | PDF Downloads 1733 | 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 421 | PDF Downloads 443 | 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 473 | PDF Downloads 422 | 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 406 | PDF Downloads 389 | 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 465 | PDF Downloads 556 | 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 454 | PDF Downloads 439 | 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 433 | PDF Downloads 379 | 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 418 | PDF Downloads 403 | 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 355 | PDF Downloads 387 | 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 443 | PDF Downloads 549 | 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 400 | PDF Downloads 497 | 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 528 | PDF Downloads 484 | 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 431 | PDF Downloads 434 | 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 361 | PDF Downloads 450 | 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 485 | PDF Downloads 429 | DOI https://doi.org/10.36001/phme.2018.v4i1.576
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