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 461 | PDF Downloads 626 | 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 560 | PDF Downloads 370 | 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 341 | PDF Downloads 451 | 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 446 | PDF Downloads 558 | 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 730 | PDF Downloads 207748 | 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 447 | PDF Downloads 560 | 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 347 | PDF Downloads 414 | 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 431 | PDF Downloads 627 | 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 426 | PDF Downloads 390 | 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 559 | PDF Downloads 830 | 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 369 | PDF Downloads 375 | 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 46892 | PDF Downloads 3569 | 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 337 | PDF Downloads 376 | 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 327 | PDF Downloads 291 | 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 350 | PDF Downloads 509 | 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 514 | PDF Downloads 678 | 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 368 | PDF Downloads 886 | 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 544 | PDF Downloads 462 | 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 460 | PDF Downloads 341 | 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 472 | PDF Downloads 1025 | 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 315 | PDF Downloads 415 | 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 288 | PDF Downloads 966 | 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 415 | PDF Downloads 555 | 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 395 | PDF Downloads 474 | 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 388 | PDF Downloads 377 | 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 299 | PDF Downloads 547 | 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 340 | PDF Downloads 369 | 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 386 | PDF Downloads 778 | 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 359 | PDF Downloads 341 | 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 601 | PDF Downloads 533 | 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 10359 | PDF Downloads 74804 | 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 356 | PDF Downloads 694 | 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 475 | PDF Downloads 1818 | 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 276 | PDF Downloads 288 | 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 328 | PDF Downloads 472 | 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 378 | PDF Downloads 399 | 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 460 | PDF Downloads 390 | DOI https://doi.org/10.36001/phme.2018.v4i1.466
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Enhanced Data Driven Decision Support

Chris Rijsdijk, Tiedo Tinga
Abstract 694 | PDF Downloads 551 | 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 334 | PDF Downloads 420 | 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 347 | PDF Downloads 262 | 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 293 | PDF Downloads 282 | 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 399 | PDF Downloads 418 | 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 535 | PDF Downloads 2576 | DOI https://doi.org/10.36001/phme.2018.v4i1.403
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From Data to Physics

Gabriel Michau
Abstract 487 | PDF Downloads 363 | 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 6070 | PDF Downloads 1080 | 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 324 | PDF Downloads 344 | 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 399 | PDF Downloads 385 | 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 431 | PDF Downloads 362 | 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 275 | PDF Downloads 348 | 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 514 | PDF Downloads 575 | 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 391 | PDF Downloads 435 | 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 581 | PDF Downloads 892 | 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 359 | PDF Downloads 380 | 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 279 | PDF Downloads 347 | 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 345 | PDF Downloads 327 | 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 418 | PDF Downloads 4504 | 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 361 | PDF Downloads 380 | 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 311 | PDF Downloads 1110 | 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 617 | PDF Downloads 1455 | 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 318 | PDF Downloads 876 | 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 618 | PDF Downloads 475 | 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 320 | PDF Downloads 1073 | 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 675 | PDF Downloads 690 | 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 313 | PDF Downloads 359 | 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 292 | PDF Downloads 302 | 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 310 | PDF Downloads 323 | 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 352 | PDF Downloads 319 | 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 245 | PDF Downloads 282 | 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 2940 | PDF Downloads 13689 | 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 1070 | PDF Downloads 1452 | 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 307 | PDF Downloads 341 | 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 365 | PDF Downloads 327 | 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 264 | PDF Downloads 289 | 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 297 | PDF Downloads 381 | 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 330 | PDF Downloads 339 | 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 325 | PDF Downloads 289 | 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 301 | PDF Downloads 294 | 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 237 | PDF Downloads 288 | 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 314 | PDF Downloads 361 | 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 299 | PDF Downloads 380 | 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 406 | PDF Downloads 367 | 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 302 | PDF Downloads 315 | 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 268 | PDF Downloads 331 | 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 350 | PDF Downloads 328 | DOI https://doi.org/10.36001/phme.2018.v4i1.576
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