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 454 | PDF Downloads 615 | 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 551 | PDF Downloads 363 | 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 336 | PDF Downloads 432 | 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 438 | PDF Downloads 524 | 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 707 | PDF Downloads 202600 | 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 428 | PDF Downloads 530 | 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 338 | PDF Downloads 400 | 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 419 | PDF Downloads 613 | 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 403 | PDF Downloads 376 | 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 532 | PDF Downloads 770 | 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 363 | PDF Downloads 367 | 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 46123 | PDF Downloads 3193 | DOI https://doi.org/10.36001/phme.2018.v4i1.390
PDF

A Wireless and autonomous sensor for Integrated Engine Health Management

Yoann HEBRARD
Abstract 306 | PDF Downloads 366 | 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 315 | PDF Downloads 281 | 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 346 | PDF Downloads 497 | 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 501 | PDF Downloads 657 | 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 364 | PDF Downloads 845 | 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 531 | PDF Downloads 450 | 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 450 | PDF Downloads 337 | 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 437 | PDF Downloads 1013 | 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 305 | PDF Downloads 398 | 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 282 | PDF Downloads 484 | 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 407 | PDF Downloads 551 | 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 383 | PDF Downloads 441 | 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 379 | PDF Downloads 365 | 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 291 | PDF Downloads 530 | 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 333 | PDF Downloads 359 | DOI https://doi.org/10.36001/phme.2018.v4i1.369
PDF

Cost benefit analysis of applying PHM for Subsea Applications

Xiaojing gao
Abstract 383 | PDF Downloads 767 | 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 346 | PDF Downloads 337 | 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 564 | PDF Downloads 518 | 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 10012 | PDF Downloads 73158 | 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 350 | PDF Downloads 646 | DOI https://doi.org/10.36001/phme.2018.v4i1.401
PDF

Denoising autoencoder anomaly detection for correlated data

Peter James Goldthorpe, Antoine Desmet
Abstract 463 | PDF Downloads 1770 | 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 271 | PDF Downloads 282 | 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 317 | PDF Downloads 449 | 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 369 | PDF Downloads 391 | 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 451 | PDF Downloads 380 | DOI https://doi.org/10.36001/phme.2018.v4i1.466
PDF

Enhanced Data Driven Decision Support

Chris Rijsdijk, Tiedo Tinga
Abstract 644 | PDF Downloads 516 | 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 325 | PDF Downloads 403 | 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 335 | PDF Downloads 251 | 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 291 | PDF Downloads 274 | 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 393 | PDF Downloads 408 | 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 523 | PDF Downloads 2350 | DOI https://doi.org/10.36001/phme.2018.v4i1.403
PDF

From Data to Physics

Gabriel Michau
Abstract 479 | PDF Downloads 356 | 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 5354 | PDF Downloads 947 | 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 312 | PDF Downloads 335 | 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 392 | PDF Downloads 372 | 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 420 | PDF Downloads 354 | 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 273 | PDF Downloads 341 | 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 501 | PDF Downloads 557 | DOI https://doi.org/10.36001/phme.2018.v4i1.411
PDF

Model based detection and diagnosis of bearing defects

Henk Mol, Antonio Gabelli
Abstract 377 | PDF Downloads 417 | 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 564 | PDF Downloads 850 | 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 343 | PDF Downloads 362 | 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 270 | PDF Downloads 337 | 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 335 | PDF Downloads 316 | 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 407 | PDF Downloads 4470 | DOI https://doi.org/10.36001/phme.2018.v4i1.352
PDF

Power Consumption Forecast using Nonlinear Regression Methodologies

Benedikt Sturm, Daniel Jaroszewski
Abstract 348 | PDF Downloads 363 | 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 304 | PDF Downloads 959 | 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 608 | PDF Downloads 1408 | 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 311 | PDF Downloads 870 | 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 601 | PDF Downloads 456 | DOI https://doi.org/10.36001/phme.2018.v4i1.433
PDF

Remaining Lifetime Prediction for Reliability-based Dry Clutch Control

Daniel Strommenger
Abstract 314 | PDF Downloads 1035 | 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 554 | PDF Downloads 678 | 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 307 | PDF Downloads 352 | 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 285 | PDF Downloads 291 | 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 302 | PDF Downloads 314 | 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 346 | PDF Downloads 309 | 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 242 | PDF Downloads 277 | 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 2843 | PDF Downloads 13098 | 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 1059 | PDF Downloads 1401 | 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 301 | PDF Downloads 336 | 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 357 | PDF Downloads 317 | 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 260 | PDF Downloads 284 | 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 293 | PDF Downloads 361 | 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 322 | PDF Downloads 335 | 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 323 | PDF Downloads 281 | 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 293 | PDF Downloads 289 | DOI https://doi.org/10.36001/phme.2018.v4i1.558
PDF

Data-driven decision making in a knowledge worker environment

Simon Voorberg
Abstract 229 | PDF Downloads 282 | DOI https://doi.org/10.36001/phme.2018.v4i1.430
PDF

Online Prediction of Remaining Lifetime of IGBT semiconductor Modules

OULD MAHAMMED Salah
Abstract 306 | PDF Downloads 350 | 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 297 | PDF Downloads 373 | 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 399 | PDF Downloads 359 | 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 300 | PDF Downloads 311 | 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 265 | PDF Downloads 328 | DOI https://doi.org/10.36001/phme.2018.v4i1.356
PDF

Investigation of Intermittent Failure in Electrical Interconnections of Avionics System

Changwoon Han
Abstract 346 | PDF Downloads 326 | DOI https://doi.org/10.36001/phme.2018.v4i1.576
PDF