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 725 | PDF Downloads 885 | 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 853 | PDF Downloads 589 | 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 589 | PDF Downloads 749 | 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 724 | PDF Downloads 946 | 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 1212 | PDF Downloads 219696 | 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 827 | PDF Downloads 923 | 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 617 | PDF Downloads 691 | 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 845 | PDF Downloads 872 | 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 708 | PDF Downloads 613 | 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 976 | PDF Downloads 2047 | 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 614 | PDF Downloads 654 | 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 52966 | PDF Downloads 6369 | DOI https://doi.org/10.36001/phme.2018.v4i1.390
PDF

A Wireless and autonomous sensor for Integrated Engine Health Management

Yoann HEBRARD
Abstract 592 | PDF Downloads 600 | 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 581 | PDF Downloads 462 | 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 601 | PDF Downloads 715 | 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 851 | PDF Downloads 1006 | 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 642 | PDF Downloads 1272 | 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 879 | PDF Downloads 716 | 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 1323 | PDF Downloads 537 | 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 894 | PDF Downloads 1261 | 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 574 | PDF Downloads 699 | 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 494 | PDF Downloads 2335 | 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 660 | PDF Downloads 741 | 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 667 | PDF Downloads 697 | 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 605 | PDF Downloads 671 | 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 490 | PDF Downloads 810 | 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 522 | PDF Downloads 537 | DOI https://doi.org/10.36001/phme.2018.v4i1.369
PDF

Cost benefit analysis of applying PHM for Subsea Applications

Xiaojing gao
Abstract 623 | PDF Downloads 1076 | 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 544 | PDF Downloads 537 | 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 881 | PDF Downloads 795 | 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 19201 | PDF Downloads 85511 | 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 622 | PDF Downloads 1134 | DOI https://doi.org/10.36001/phme.2018.v4i1.401
PDF

Denoising autoencoder anomaly detection for correlated data

Peter James Goldthorpe, Antoine Desmet
Abstract 740 | PDF Downloads 2277 | 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 478 | PDF Downloads 545 | 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 544 | PDF Downloads 714 | 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 721 | PDF Downloads 614 | 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 674 | PDF Downloads 616 | DOI https://doi.org/10.36001/phme.2018.v4i1.466
PDF

Enhanced Data Driven Decision Support

Chris Rijsdijk, Tiedo Tinga
Abstract 1041 | PDF Downloads 831 | 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 642 | PDF Downloads 653 | 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 616 | PDF Downloads 409 | 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 1064 | PDF Downloads 435 | 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 683 | PDF Downloads 702 | 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 959 | PDF Downloads 3588 | DOI https://doi.org/10.36001/phme.2018.v4i1.403
PDF

From Data to Physics

Gabriel Michau
Abstract 654 | PDF Downloads 490 | 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 12924 | PDF Downloads 3839 | 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 583 | PDF Downloads 549 | 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 612 | PDF Downloads 557 | 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 596 | PDF Downloads 569 | 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 478 | PDF Downloads 540 | 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 836 | PDF Downloads 859 | DOI https://doi.org/10.36001/phme.2018.v4i1.411
PDF

Model based detection and diagnosis of bearing defects

Henk Mol, Antonio Gabelli
Abstract 645 | PDF Downloads 660 | 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 1090 | PDF Downloads 1641 | 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 639 | PDF Downloads 607 | 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 497 | PDF Downloads 535 | 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 561 | PDF Downloads 508 | 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 697 | PDF Downloads 4790 | DOI https://doi.org/10.36001/phme.2018.v4i1.352
PDF

Power Consumption Forecast using Nonlinear Regression Methodologies

Benedikt Sturm, Daniel Jaroszewski
Abstract 826 | PDF Downloads 609 | 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 513 | PDF Downloads 2479 | 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 856 | PDF Downloads 1985 | 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 541 | PDF Downloads 1088 | 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 835 | PDF Downloads 708 | DOI https://doi.org/10.36001/phme.2018.v4i1.433
PDF

Remaining Lifetime Prediction for Reliability-based Dry Clutch Control

Daniel Strommenger
Abstract 537 | PDF Downloads 1817 | 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 2148 | PDF Downloads 933 | 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 547 | PDF Downloads 512 | 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 529 | PDF Downloads 527 | 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 492 | PDF Downloads 467 | 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 1015 | PDF Downloads 512 | 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 416 | PDF Downloads 425 | 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 3799 | PDF Downloads 15034 | 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 1330 | PDF Downloads 1788 | 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 494 | PDF Downloads 478 | 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 538 | PDF Downloads 481 | 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 476 | PDF Downloads 432 | 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 527 | PDF Downloads 625 | 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 522 | PDF Downloads 475 | 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 493 | PDF Downloads 437 | 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 484 | PDF Downloads 485 | DOI https://doi.org/10.36001/phme.2018.v4i1.558
PDF

Data-driven decision making in a knowledge worker environment

Simon Voorberg
Abstract 401 | PDF Downloads 434 | DOI https://doi.org/10.36001/phme.2018.v4i1.430
PDF

Online Prediction of Remaining Lifetime of IGBT semiconductor Modules

OULD MAHAMMED Salah
Abstract 504 | PDF Downloads 605 | 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 466 | PDF Downloads 580 | 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 585 | PDF Downloads 555 | 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 486 | PDF Downloads 472 | 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 410 | PDF Downloads 500 | DOI https://doi.org/10.36001/phme.2018.v4i1.356
PDF

Investigation of Intermittent Failure in Electrical Interconnections of Avionics System

Changwoon Han
Abstract 557 | PDF Downloads 478 | DOI https://doi.org/10.36001/phme.2018.v4i1.576
PDF