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


Tehnical Papers

A Bayesian assessment for railway track geometry degradation prognostics

JUAN CHIACHIO-RUANO, Manuel CHIACHIO RUANO
Abstract 424 | PDF Downloads 575
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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 530 | PDF Downloads 333
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A comparative study of particle filters for prognostics implementation in industry

Phuc Do
Abstract 317 | PDF Downloads 363
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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 414 | PDF Downloads 418
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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 635 | PDF Downloads 32600
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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 356 | PDF Downloads 444
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A multi-task deep learning model for rolling element-bearing diagnostics

Ahmed Zakariae Hinchi
Abstract 316 | PDF Downloads 377
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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 375 | PDF Downloads 551
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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 354 | PDF Downloads 353
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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 444 | PDF Downloads 576
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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 310 | PDF Downloads 324
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A Viable Opportunity for Fielding an Aircraft Structural Health Monitoring System

Marinus J. Bos
Abstract 14942 | PDF Downloads 578
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A Wireless and autonomous sensor for Integrated Engine Health Management

Yoann HEBRARD
Abstract 287 | PDF Downloads 342
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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 296 | PDF Downloads 257
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An Insight into Wind Turbine Planet Bearing Fault Prediction Using SCADA Data

Sofia Koukoura
Abstract 332 | PDF Downloads 446
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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 435 | PDF Downloads 553
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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 344 | PDF Downloads 683
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Applications of Artificial Intelligence and Decision-Making Methods in PHM

Paddy Conroy, Jacek Stecki, Joshua Bautista, Alex Ringeri
Abstract 483 | PDF Downloads 417
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Assessment of Maintenance Policies for Smart Buildings

Alessandro Abate, Carlos Esteban Budde, Nathalie Cauchi, Khaza Anuarul Hoque, Mariëlle Stoelinga
Abstract 413 | PDF Downloads 314
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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 379 | PDF Downloads 540
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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 276 | PDF Downloads 340
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Automated Predictive Monitoring and Diagnosis in the Energy and Natural Resources Sector

Yvonne Power
Abstract 262 | PDF Downloads 331
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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 377 | PDF Downloads 498
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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 313 | PDF Downloads 324
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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 338 | PDF Downloads 315
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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 277 | PDF Downloads 471
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Comparison of Stochastic capacity estimation tools applied on remaining useful life prognosis of Lithium ion batteries

Mikel Arrinda
Abstract 324 | PDF Downloads 334
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Cost benefit analysis of applying PHM for Subsea Applications

Xiaojing gao
Abstract 360 | PDF Downloads 455
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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 315 | PDF Downloads 313
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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 514 | PDF Downloads 438
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Data-Driven Prediction of Unscheduled Maintenance Replacements in a Fleet of Commercial Aircrafts

Gianluca Nicchiotti
Abstract 5272 | PDF Downloads 13456
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Deep Neural Networks Analysis of Borescope Images

Markus Svensen, Honor E G Powrie, David S Hardwick
Abstract 334 | PDF Downloads 497
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Denoising autoencoder anomaly detection for correlated data

Peter James Goldthorpe, Antoine Desmet
Abstract 410 | PDF Downloads 1369
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Determining the Causes of Train Delays - An Automatic Fuzzy Matching Approach

Wan-Jui Lee
Abstract 257 | PDF Downloads 266
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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 292 | PDF Downloads 403
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Distributed Diagnosis of Electric Aircraft Powertrain

Chetan S Kulkarni, Indranil Roychoudhury, George Gorospe
Abstract 335 | PDF Downloads 364
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Effects of operating condition variations on vibration-based bearing condition monitoring features: Experimental investigation

Agusmian Partogi Ompusunggu, steven Devos
Abstract 423 | PDF Downloads 349
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Enhanced Data Driven Decision Support

Chris Rijsdijk, Tiedo Tinga
Abstract 538 | PDF Downloads 453
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Enhanced Particle Filter and Cyclic Spectral Coherence based Prognostics of Rolling Element Bearings

Junyu Qi
Abstract 296 | PDF Downloads 345
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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 303 | PDF Downloads 230
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Experimental Validation of Multi-Sensor Data Fusion Model for Railway Wheel Defect Identification

Alireza Alemi, Yusong Pang, Gabriel Lodewijks
Abstract 274 | PDF Downloads 246
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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 364 | PDF Downloads 327
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Fleet PHM for Critical Systems

Gabriel Michau, Thomas Palmé, Dr., Olga Fink, Dr.
Abstract 460 | PDF Downloads 497
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From Data to Physics

Gabriel Michau
Abstract 452 | PDF Downloads 326
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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 577 | PDF Downloads 637
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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 285 | PDF Downloads 309
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Lamb Wave-based Damage Indicator for Plate-Like Structures

Sergio Cantero-Chinchilla, Juan Chiachío-Ruano, Manuel Chiachío-Ruano
Abstract 355 | PDF Downloads 342
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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 400 | PDF Downloads 320
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Life Prediction of Bearing for the Drive Train of a Wind Turbine

Yun-Ho Seo
Abstract 262 | PDF Downloads 309
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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 452 | PDF Downloads 490
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Model based detection and diagnosis of bearing defects

Henk Mol, Antonio Gabelli
Abstract 325 | PDF Downloads 363
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Model-based predictive maintenance techniques applied to automotive industry

Nicola Longo, Valeria Serpi, Giovanni Jacazio, Massimo Sorli
Abstract 485 | PDF Downloads 601
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Near real-time monitor of rail way track adhesion conditions

Inka Laura Marie Locht, Nikolaas Nuttert Oosterhof
Abstract 321 | PDF Downloads 307
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Non-invasive Sensing for Aerospace Fuel Systems

Andy Mills, Simon Blakey, Spiridon Souris, Visakan Kadirkamanathan
Abstract 256 | PDF Downloads 299
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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 307 | PDF Downloads 287
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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 383 | PDF Downloads 695
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Power Consumption Forecast using Nonlinear Regression Methodologies

Benedikt Sturm, Daniel Jaroszewski
Abstract 292 | PDF Downloads 284
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Pricing full-service maintenance contracts: a data analytics approach

Laurens Deprez, Katrien Antonio, Robert Boute
Abstract 276 | PDF Downloads 459
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Prognostics and Health Management in the Oil & Gas Industry - A Step Change

Kenneth Moir, Octavian Niculita, William Milligan
Abstract 562 | PDF Downloads 810
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RailWear Estimation for Predictive Maintenance: a strategic approach

Annemieke Meghoe, Richard Loendersloot, Rob Bosman, Tiedo Tinga
Abstract 279 | PDF Downloads 666
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Rare Event Simulation to Optimise Maintenance Intervals of Safety Critical Redundant Subsystems

Raphael Pfaff, Karin Melcher, Julian Franzen
Abstract 473 | PDF Downloads 367
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Remaining Lifetime Prediction for Reliability-based Dry Clutch Control

Daniel Strommenger
Abstract 292 | PDF Downloads 765
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ROC-based Business Case Analysis for Predictive Maintenance – Applications in Aircraft Engine Monitoring

Lily Geraldine Koops
Abstract 413 | PDF Downloads 586
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RUL Prediction of Reaction Wheel Motor in Satellites

yuri yun, Jungyong Lee, Hwa-suk Oh, Joo-Ho Choi
Abstract 284 | PDF Downloads 331
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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 230 | PDF Downloads 269
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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
Abstract 279 | PDF Downloads 288
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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 303 | PDF Downloads 288
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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 229 | PDF Downloads 258
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US Air Force Research Laboratory Perspective on Structural Health Monitoring in Support of Risk Management

Eric Lindgren
Abstract 425 | PDF Downloads 1053
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Vibration-based Rotorcraft Gearbox Monitoring Under Varying Operating Conditions

Cristobal Ruiz Carcel
Abstract 963 | PDF Downloads 1260
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Posters

A Predictive Maintenance Approach for Complex Equipment

Olivier Blancke, Antoine Tahan, Dragan Komljenovic, Normand Amyot
Abstract 289 | PDF Downloads 320
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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 341 | PDF Downloads 297
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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 248 | PDF Downloads 265
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Determination of inspection interval for aircraft structures using Stochastic Approaches

SungJin Kim, Hee-Seong Kim, Joo-Ho Choi
Abstract 274 | PDF Downloads 310
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Multi-Fault Diagnosis for Wind Turbines Based on SCADA Data

Yolanda Vidal, Francesc Pozo, Christian Tutivén
Abstract 313 | PDF Downloads 316
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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 308 | PDF Downloads 266
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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 278 | PDF Downloads 267
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Data-driven decision making in a knowledge worker environment

Simon Voorberg
Abstract 219 | PDF Downloads 263
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Online Prediction of Remaining Lifetime of IGBT semiconductor Modules

OULD MAHAMMED Salah
Abstract 277 | PDF Downloads 307
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Fault Detection of Three-Phase InductionMotor by using Deep Neural Network

Sungho Suh, Yongoh Lee, Dr., Jongwoon Hwang, Dr.
Abstract 287 | PDF Downloads 345
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Model-Based Prognosis for Remaining Useful Life Prediction of Composite Components

Juhee Lim, Jongsoo Lee
Abstract 364 | PDF Downloads 327
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Prognosis of Lithium-Ion Batteries Considering Cycle and Storage Conditions

Soyoung Lee, Jaehyeok Doh, Jongsoo Lee
Abstract 284 | PDF Downloads 292
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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 253 | PDF Downloads 307
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Investigation of Intermittent Failure in Electrical Interconnections of Avionics System

Changwoon Han
Abstract 308 | PDF Downloads 295
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