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, Darren Prescott, John Andrews
Abstract 434 | PDF Downloads 592

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 534 | PDF Downloads 342

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

Francesco Cadini, Claudio Sbarufatti, Francesco Cancelliere, Marco Giglio
Abstract 427 | PDF Downloads 451

A Functional Architecture of Prognostics and Health Management using a Systems Engineering Approach

Rui Li, Wim J.C. Verhagen, Richard Curran
Abstract 666 | PDF Downloads 71525

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

Matteo Iannitelli, Carmine Allegorico, Francesco Garau, Marco Capanni
Abstract 377 | PDF Downloads 468

A multi-task deep learning model for rolling element-bearing diagnostics

Ahmed Zakariae Hinchi
Abstract 321 | PDF Downloads 384

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 388 | PDF Downloads 582

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

Thomas Laloix, Hai Canh Vu, Alexandre VOISIN, Eric Romagne, Benoît Iung
Abstract 358 | PDF Downloads 358

A Review on Condition Monitoring Technologies for Railway Rolling Stock

Pradeep Kundu, Ashish K Darpe, S P Singh, K Gupta
Abstract 456 | PDF Downloads 672

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 301 | PDF Downloads 265

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 460 | PDF Downloads 590

Applications of Artificial Intelligence and Decision-Making Methods in PHM

Paddy Conroy, Jacek Stecki, Joshua Bautista, Alex Ringeri
Abstract 496 | PDF Downloads 428

Assessment of Maintenance Policies for Smart Buildings

Alessandro Abate, Carlos Esteban Budde, Nathalie Cauchi, Khaza Anuarul Hoque, Mariëlle Stoelinga
Abstract 426 | PDF Downloads 322

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

Sophie ten Zeldam, Arjan de Jong, Richard Loendersloot, Tiedo Tinga
Abstract 402 | PDF Downloads 653

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 285 | PDF Downloads 356

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 388 | PDF Downloads 533

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

Aramis Perez, Francisco Jaramillo, Vanessa Quintero, Marcos Orchard
Abstract 343 | PDF Downloads 334

CNC spindle signal investigation for the prediction of cutting tool health

Jacob L. Hill, Paul W. Prickett, Roger I. Grosvenor
Abstract 280 | PDF Downloads 486

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

Daniela Narezo Guzman, Edin Hadzic, Robert Schuil, Eric Baars, Jörn Christoffer Groos
Abstract 324 | PDF Downloads 324

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 522 | PDF Downloads 467

Deep Neural Networks Analysis of Borescope Images

Markus Svensen, Honor E G Powrie, David S Hardwick
Abstract 340 | PDF Downloads 549

Denoising autoencoder anomaly detection for correlated data

Peter James Goldthorpe, Antoine Desmet
Abstract 420 | PDF Downloads 1515

Distributed Diagnosis of Electric Aircraft Powertrain

Chetan S Kulkarni, Indranil Roychoudhury, George Gorospe
Abstract 340 | PDF Downloads 375

Enhanced Data Driven Decision Support

Chris Rijsdijk, Tiedo Tinga
Abstract 613 | PDF Downloads 494

Enhanced Particle Filter framework for improved prognosis of electro-mechanical flight controls actuators

Andrea De Martin, Giovanni Jacazio, Massimo Sorli
Abstract 311 | PDF Downloads 239

Experimental Validation of Multi-Sensor Data Fusion Model for Railway Wheel Defect Identification

Alireza Alemi, Yusong Pang, Gabriel Lodewijks
Abstract 278 | PDF Downloads 252

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 370 | PDF Downloads 345

Fleet PHM for Critical Systems

Gabriel Michau, Thomas Palmé, Dr., Olga Fink, Dr.
Abstract 478 | PDF Downloads 605

From Data to Physics

Gabriel Michau
Abstract 462 | PDF Downloads 338

Intelligent Diagnostics for Aircraft Hydraulic Equipment

Giovanni Jacazio, Oliver Ritter, Gerko Wende, Rocco Gentile, Antonio Carlo Bertolino, Francesco Marino, Andrea Raviola
Abstract 629 | PDF Downloads 678

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

William Jacobs, Huw Edwards, Visakan Kadirkamanathan, Andrew Mills
Abstract 288 | PDF Downloads 316

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 369 | PDF Downloads 353

Life characterization of power distribution transformers using clustering techniques

Edouard Mulliez, Miguel A. Sanz-Bobi, Alvaro Sanchez, Peyman Mazidi, Ana Gonzalez, Raúl Bachiller
Abstract 405 | PDF Downloads 331

Lifetime prediction of wind turbine blades using degradation model considering variable load profiles

Rosmawati Jihin, Manh-Hung Do, Dirk S¨offker
Abstract 466 | PDF Downloads 512

Model based detection and diagnosis of bearing defects

Henk Mol, Antonio Gabelli
Abstract 343 | PDF Downloads 382

Model-based predictive maintenance techniques applied to automotive industry

Nicola Longo, Valeria Serpi, Giovanni Jacazio, Massimo Sorli
Abstract 510 | PDF Downloads 683

Near real-time monitor of rail way track adhesion conditions

Inka Laura Marie Locht, Nikolaas Nuttert Oosterhof
Abstract 330 | PDF Downloads 323

Non-invasive Sensing for Aerospace Fuel Systems

Andy Mills, Simon Blakey, Spiridon Souris, Visakan Kadirkamanathan
Abstract 258 | PDF Downloads 305

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 316 | PDF Downloads 293

Power Consumption Forecast using Nonlinear Regression Methodologies

Benedikt Sturm, Daniel Jaroszewski
Abstract 315 | PDF Downloads 315

Pricing full-service maintenance contracts: a data analytics approach

Laurens Deprez, Katrien Antonio, Robert Boute
Abstract 280 | PDF Downloads 550

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

Kenneth Moir, Octavian Niculita, William Milligan
Abstract 585 | PDF Downloads 870

RailWear Estimation for Predictive Maintenance: a strategic approach

Annemieke Meghoe, Richard Loendersloot, Rob Bosman, Tiedo Tinga
Abstract 287 | PDF Downloads 778

Rare Event Simulation to Optimise Maintenance Intervals of Safety Critical Redundant Subsystems

Raphael Pfaff, Karin Melcher, Julian Franzen
Abstract 511 | PDF Downloads 398

RUL Prediction of Reaction Wheel Motor in Satellites

yuri yun, Jungyong Lee, Hwa-suk Oh, Joo-Ho Choi
Abstract 290 | PDF Downloads 341

Sensor positioning and thermal model for condition monitoring of pressure gas reservoirs in vehicles

Henrik Bücking, Raphael Pfaff, Roger Dirksmeier
Abstract 231 | PDF Downloads 275

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 286 | PDF Downloads 295

Towards automated detection and diagnosis of suspension system defects in passenger railway vehicles

Nikolaas N. Oosterhof, Margot F. E. Peters
Abstract 307 | PDF Downloads 294

Understanding malfunctions of smart card validators in trams by development of decision tree models

Marielle ten Have, Bas Beekmans, Carolien Maas
Abstract 230 | PDF Downloads 265

Vibration-based Rotorcraft Gearbox Monitoring Under Varying Operating Conditions

Cristobal Ruiz Carcel, Andrew Starr, James R. Ottewill, Victor H. Jaramillo
Abstract 1030 | PDF Downloads 1339

Posters

A Predictive Maintenance Approach for Complex Equipment

Olivier Blancke, Antoine Tahan, Dragan Komljenovic, Normand Amyot
Abstract 290 | PDF Downloads 324

Investigating Novel Approaches to Overcome Data Deficiency in Prognostics and Health Management

Seokgoo Kim, Dawn An, Nam Ho Kim, Joo-Ho Choi
Abstract 345 | PDF Downloads 303

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

Jean Carlo Salazar, Dr., Ramon Sarrate, Dr., Fatiha Nejjari, Dr.
Abstract 249 | PDF Downloads 271

Determination of inspection interval for aircraft structures using Stochastic Approaches

SungJin Kim, Hee-Seong Kim, Joo-Ho Choi
Abstract 278 | PDF Downloads 328

Multi-Fault Diagnosis for Wind Turbines Based on SCADA Data

Yolanda Vidal, Francesc Pozo, Christian Tutivén
Abstract 314 | PDF Downloads 321

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 313 | PDF Downloads 271

Performance Assessment based on Health Baseline and MML for Hydraulic System

Dengwei Song, Chen Lu, Jian Ma, Yujie Cheng, Yu Ding
Abstract 282 | PDF Downloads 273

Data-driven decision making in a knowledge worker environment

Simon Voorberg
Abstract 220 | PDF Downloads 268

Online Prediction of Remaining Lifetime of IGBT semiconductor Modules

OULD MAHAMMED Salah
Abstract 286 | PDF Downloads 322

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

Sungho Suh, Yongoh Lee, Dr., Jongwoon Hwang, Dr.
Abstract 289 | PDF Downloads 357

Prognosis of Lithium-Ion Batteries Considering Cycle and Storage Conditions

Soyoung Lee, Jaehyeok Doh, Jongsoo Lee
Abstract 289 | PDF Downloads 302

Predicting SMPS's remaining life using ripple ratio of electrolyte capacitor

Ui Hyo Jeong, Yang Gi Yoon, Jae Phil Hyung
Abstract 255 | PDF Downloads 312