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 507 | PDF Downloads 658 | DOI https://doi.org/10.36001/phme.2018.v4i1.461

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 611 | PDF Downloads 407 | DOI https://doi.org/10.36001/phme.2018.v4i1.363

A Data-Driven Particle Filter For Lithium-Ion Batteries State-Of-Life Prognosis

Francesco Cadini, Claudio Sbarufatti, Francesco Cancelliere, Marco Giglio
Abstract 491 | PDF Downloads 636 | DOI https://doi.org/10.36001/phme.2018.v4i1.416

A Hybrid Model for on-line Detection of Gas Turbine Lean Blowout Events

Matteo Iannitelli, Carmine Allegorico, Francesco Garau, Marco Capanni
Abstract 533 | PDF Downloads 633 | DOI https://doi.org/10.36001/phme.2018.v4i1.405

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 512 | PDF Downloads 665 | DOI https://doi.org/10.36001/phme.2018.v4i1.434

A priori indicator identification to support predictive maintenance: application to machine tool

Thomas Laloix, Hai Canh Vu, Alexandre VOISIN, Eric Romagne, Benoît Iung
Abstract 489 | PDF Downloads 433 | DOI https://doi.org/10.36001/phme.2018.v4i1.420

A Review on Condition Monitoring Technologies for Railway Rolling Stock

Pradeep Kundu, Ashish K Darpe, S P Singh, K Gupta
Abstract 640 | PDF Downloads 1054 | DOI https://doi.org/10.36001/phme.2018.v4i1.250

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 374 | PDF Downloads 314 | DOI https://doi.org/10.36001/phme.2018.v4i1.440

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 585 | PDF Downloads 730 | DOI https://doi.org/10.36001/phme.2018.v4i1.435

Applications of Artificial Intelligence and Decision-Making Methods in PHM

Paddy Conroy, Jacek Stecki, Joshua Bautista, Alex Ringeri
Abstract 620 | PDF Downloads 498 | DOI https://doi.org/10.36001/phme.2018.v4i1.400

Assessment of Maintenance Policies for Smart Buildings

Alessandro Abate, Carlos Esteban Budde, Nathalie Cauchi, Khaza Anuarul Hoque, Mariëlle Stoelinga
Abstract 883 | PDF Downloads 367 | DOI https://doi.org/10.36001/phme.2018.v4i1.385

Automated Failure Diagnosis in Aviation Maintenance Using Explainable Artificial Intelligence (XAI)

Sophie ten Zeldam, Arjan de Jong, Richard Loendersloot, Tiedo Tinga
Abstract 525 | PDF Downloads 1046 | DOI https://doi.org/10.36001/phme.2018.v4i1.432

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 345 | PDF Downloads 458 | DOI https://doi.org/10.36001/phme.2018.v4i1.453

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 449 | PDF Downloads 579 | DOI https://doi.org/10.36001/phme.2018.v4i1.394

Characterizing the Degradation Process of Lithium-ion Batteries Using a Similarity-Based-Modeling Approach

Aramis Perez, Francisco Jaramillo, Vanessa Quintero, Marcos Orchard
Abstract 414 | PDF Downloads 394 | DOI https://doi.org/10.36001/phme.2018.v4i1.439

CNC spindle signal investigation for the prediction of cutting tool health

Jacob L. Hill, Paul W. Prickett, Roger I. Grosvenor
Abstract 339 | PDF Downloads 592 | DOI https://doi.org/10.36001/phme.2018.v4i1.374

Data-driven condition now- and forecasting of railway switches for

Daniela Narezo Guzman, Edin Hadzic, Robert Schuil, Eric Baars, Jörn Christoffer Groos
Abstract 403 | PDF Downloads 365 | DOI https://doi.org/10.36001/phme.2018.v4i1.456

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 645 | PDF Downloads 594 | DOI https://doi.org/10.36001/phme.2018.v4i1.399

Deep Neural Networks Analysis of Borescope Images

Markus Svensen, Honor E G Powrie, David S Hardwick
Abstract 387 | PDF Downloads 808 | DOI https://doi.org/10.36001/phme.2018.v4i1.401

Denoising autoencoder anomaly detection for correlated data

Peter James Goldthorpe, Antoine Desmet
Abstract 513 | PDF Downloads 1996 | DOI https://doi.org/10.36001/phme.2018.v4i1.372

Distributed Diagnosis of Electric Aircraft Powertrain

Chetan S Kulkarni, Indranil Roychoudhury, George Gorospe
Abstract 440 | PDF Downloads 437 | DOI https://doi.org/10.36001/phme.2018.v4i1.559

Enhanced Data Driven Decision Support

Chris Rijsdijk, Tiedo Tinga
Abstract 779 | PDF Downloads 616 | DOI https://doi.org/10.36001/phme.2018.v4i1.409

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 441 | PDF Downloads 470 | DOI https://doi.org/10.36001/phme.2018.v4i1.132

Fleet PHM for Critical Systems

Gabriel Michau, Thomas Palmé, Dr., Olga Fink, Dr.
Abstract 594 | PDF Downloads 3277 | DOI https://doi.org/10.36001/phme.2018.v4i1.403

From Data to Physics

Gabriel Michau
Abstract 517 | PDF Downloads 382 | DOI https://doi.org/10.36001/phme.2018.v4i1.402

Intelligent Diagnostics for Aircraft Hydraulic Equipment

Giovanni Jacazio, Oliver Ritter, Gerko Wende, Rocco Gentile, Antonio Carlo Bertolino, Francesco Marino, Andrea Raviola
Abstract 7911 | PDF Downloads 1979 | DOI https://doi.org/10.36001/phme.2018.v4i1.410

Inter-engine variation analysis for health monitoring of aerospace gas turbine engines

William Jacobs, Huw Edwards, Visakan Kadirkamanathan, Andrew Mills
Abstract 355 | PDF Downloads 378 | DOI https://doi.org/10.36001/phme.2018.v4i1.444

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 440 | PDF Downloads 408 | DOI https://doi.org/10.36001/phme.2018.v4i1.368

Life characterization of power distribution transformers using clustering techniques

Edouard Mulliez, Miguel A. Sanz-Bobi, Alvaro Sanchez, Peyman Mazidi, Ana Gonzalez, Raúl Bachiller
Abstract 453 | PDF Downloads 393 | DOI https://doi.org/10.36001/phme.2018.v4i1.129

Model-based predictive maintenance techniques applied to automotive industry

Nicola Longo, Valeria Serpi, Giovanni Jacazio, Massimo Sorli
Abstract 680 | PDF Downloads 1073 | DOI https://doi.org/10.36001/phme.2018.v4i1.353

Near real-time monitor of rail way track adhesion conditions

Inka Laura Marie Locht, Nikolaas Nuttert Oosterhof
Abstract 400 | PDF Downloads 426 | DOI https://doi.org/10.36001/phme.2018.v4i1.393

Non-invasive Sensing for Aerospace Fuel Systems

Andy Mills, Simon Blakey, Spiridon Souris, Visakan Kadirkamanathan
Abstract 304 | PDF Downloads 378 | DOI https://doi.org/10.36001/phme.2018.v4i1.358

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 366 | PDF Downloads 353 | DOI https://doi.org/10.36001/phme.2018.v4i1.360

Pricing full-service maintenance contracts: a data analytics approach

Laurens Deprez, Katrien Antonio, Robert Boute
Abstract 339 | PDF Downloads 1426 | DOI https://doi.org/10.36001/phme.2018.v4i1.437

Prognostics and Health Management in the Oil & Gas Industry - A Step Change

Kenneth Moir, Octavian Niculita, William Milligan
Abstract 643 | PDF Downloads 1580 | DOI https://doi.org/10.36001/phme.2018.v4i1.396

RailWear Estimation for Predictive Maintenance: a strategic approach

Annemieke Meghoe, Richard Loendersloot, Rob Bosman, Tiedo Tinga
Abstract 346 | PDF Downloads 916 | DOI https://doi.org/10.36001/phme.2018.v4i1.370

RUL Prediction of Reaction Wheel Motor in Satellites

yuri yun, Jungyong Lee, Hwa-suk Oh, Joo-Ho Choi
Abstract 363 | PDF Downloads 384 | DOI https://doi.org/10.36001/phme.2018.v4i1.449

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 347 | PDF Downloads 341 | DOI https://doi.org/10.36001/phme.2018.v4i1.378

Vibration-based Rotorcraft Gearbox Monitoring Under Varying Operating Conditions

Cristobal Ruiz Carcel, Andrew Starr, James R. Ottewill, Victor H. Jaramillo
Abstract 1123 | PDF Downloads 1574 | DOI https://doi.org/10.36001/phme.2018.v4i1.354

Posters

A Predictive Maintenance Approach for Complex Equipment

Olivier Blancke, Antoine Tahan, Dragan Komljenovic, Normand Amyot
Abstract 333 | PDF Downloads 368 | DOI https://doi.org/10.36001/phme.2018.v4i1.375

System reliability upper bound assessment for health-aware control of complex systems

Jean Carlo Salazar, Dr., Ramon Sarrate, Dr., Fatiha Nejjari, Dr.
Abstract 314 | PDF Downloads 305 | DOI https://doi.org/10.36001/phme.2018.v4i1.572

Multi-Fault Diagnosis for Wind Turbines Based on SCADA Data

Yolanda Vidal, Francesc Pozo, Christian Tutivén
Abstract 353 | PDF Downloads 362 | DOI https://doi.org/10.36001/phme.2018.v4i1.566

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 349 | PDF Downloads 303 | DOI https://doi.org/10.36001/phme.2018.v4i1.563

Performance Assessment based on Health Baseline and MML for Hydraulic System

Dengwei Song, Chen Lu, Jian Ma, Yujie Cheng, Yu Ding
Abstract 325 | PDF Downloads 311 | DOI https://doi.org/10.36001/phme.2018.v4i1.558

Fault Detection of Three-Phase InductionMotor by using Deep Neural Network

Sungho Suh, Yongoh Lee, Dr., Jongwoon Hwang, Dr.
Abstract 319 | PDF Downloads 399 | DOI https://doi.org/10.36001/phme.2018.v4i1.428