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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Enhanced Data Driven Decision Support

Chris Rijsdijk, Tiedo Tinga
Abstract 694 | PDF Downloads 551 | 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 399 | PDF Downloads 418 | DOI https://doi.org/10.36001/phme.2018.v4i1.132

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

From Data to Physics

Gabriel Michau
Abstract 487 | PDF Downloads 363 | 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 6070 | PDF Downloads 1080 | 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 324 | PDF Downloads 344 | 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 399 | PDF Downloads 385 | 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 431 | PDF Downloads 362 | 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 581 | PDF Downloads 892 | 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 359 | PDF Downloads 380 | 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 279 | PDF Downloads 347 | 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 345 | PDF Downloads 327 | 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 311 | PDF Downloads 1110 | 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 617 | PDF Downloads 1455 | 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 318 | PDF Downloads 876 | 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 313 | PDF Downloads 359 | 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 310 | PDF Downloads 323 | 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 1070 | PDF Downloads 1452 | 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 307 | PDF Downloads 341 | 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 264 | PDF Downloads 289 | 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 330 | PDF Downloads 339 | 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 325 | PDF Downloads 289 | 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 301 | PDF Downloads 294 | 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 299 | PDF Downloads 380 | DOI https://doi.org/10.36001/phme.2018.v4i1.428