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Vol. 4 No. 1 (2018): Proceedings of the European Conference of the PHM Society 2018
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
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
534 | PDF Downloads
342
PDF
A comparative study of particle filters for prognostics implementation in industry
Phuc Do
Abstract
325 | PDF Downloads
376
PDF
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
PDF
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
PDF
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
PDF
A multi-task deep learning model for rolling element-bearing diagnostics
Ahmed Zakariae Hinchi
Abstract
321 | PDF Downloads
384
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
388 | PDF Downloads
582
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
358 | PDF Downloads
358
PDF
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
PDF
A study on the use of discrete event data for prognostics and health management: discovery of association rules
Bin Liu
Abstract
320 | PDF Downloads
335
PDF
A Viable Opportunity for Fielding an Aircraft Structural Health Monitoring System
Marinus J. Bos
Abstract
21474 | PDF Downloads
719
PDF
A Wireless and autonomous sensor for Integrated Engine Health Management
Yoann HEBRARD
Abstract
291 | PDF Downloads
350
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
301 | PDF Downloads
265
PDF
An Insight into Wind Turbine Planet Bearing Fault Prediction Using SCADA Data
Sofia Koukoura
Abstract
337 | PDF Downloads
461
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
460 | PDF Downloads
590
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
349 | PDF Downloads
733
PDF
Applications of Artificial Intelligence and Decision-Making Methods in PHM
Paddy Conroy, Jacek Stecki, Joshua Bautista, Alex Ringeri
Abstract
496 | PDF Downloads
428
PDF
Assessment of Maintenance Policies for Smart Buildings
Alessandro Abate, Carlos Esteban Budde, Nathalie Cauchi, Khaza Anuarul Hoque, Mariëlle Stoelinga
Abstract
426 | PDF Downloads
322
PDF
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
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
285 | PDF Downloads
356
PDF
Automated Predictive Monitoring and Diagnosis in the Energy and Natural Resources Sector
Yvonne Power
Abstract
268 | PDF Downloads
342
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
388 | PDF Downloads
533
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
336 | PDF Downloads
354
PDF
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
PDF
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
PDF
Comparison of Stochastic capacity estimation tools applied on remaining useful life prognosis of Lithium ion batteries
Mikel Arrinda
Abstract
325 | PDF Downloads
341
PDF
Cost benefit analysis of applying PHM for Subsea Applications
Xiaojing gao
Abstract
368 | PDF Downloads
478
PDF
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
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
522 | PDF Downloads
467
PDF
Data-Driven Prediction of Unscheduled Maintenance Replacements in a Fleet of Commercial Aircrafts
Gianluca Nicchiotti
Abstract
7190 | PDF Downloads
21112
PDF
Deep Neural Networks Analysis of Borescope Images
Markus Svensen, Honor E G Powrie, David S Hardwick
Abstract
340 | PDF Downloads
549
PDF
Denoising autoencoder anomaly detection for correlated data
Peter James Goldthorpe, Antoine Desmet
Abstract
420 | PDF Downloads
1515
PDF
Determining the Causes of Train Delays - An Automatic Fuzzy Matching Approach
Wan-Jui Lee
Abstract
260 | PDF Downloads
273
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
297 | PDF Downloads
418
PDF
Distributed Diagnosis of Electric Aircraft Powertrain
Chetan S Kulkarni, Indranil Roychoudhury, George Gorospe
Abstract
340 | PDF Downloads
375
PDF
Effects of operating condition variations on vibration-based bearing condition monitoring features: Experimental investigation
Agusmian Partogi Ompusunggu, steven Devos
Abstract
430 | PDF Downloads
358
PDF
Enhanced Data Driven Decision Support
Chris Rijsdijk, Tiedo Tinga
Abstract
613 | PDF Downloads
494
PDF
Enhanced Particle Filter and Cyclic Spectral Coherence based Prognostics of Rolling Element Bearings
Junyu Qi
Abstract
303 | PDF Downloads
362
PDF
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
PDF
Experimental Validation of Multi-Sensor Data Fusion Model for Railway Wheel Defect Identification
Alireza Alemi, Yusong Pang, Gabriel Lodewijks
Abstract
278 | PDF Downloads
252
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
370 | PDF Downloads
345
PDF
Fleet PHM for Critical Systems
Gabriel Michau, Thomas Palmé, Dr., Olga Fink, Dr.
Abstract
478 | PDF Downloads
605
PDF
From Data to Physics
Gabriel Michau
Abstract
462 | PDF Downloads
338
PDF
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
PDF
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
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
369 | PDF Downloads
353
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
405 | PDF Downloads
331
PDF
Life Prediction of Bearing for the Drive Train of a Wind Turbine
Yun-Ho Seo
Abstract
266 | PDF Downloads
318
PDF
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
PDF
Model based detection and diagnosis of bearing defects
Henk Mol, Antonio Gabelli
Abstract
343 | PDF Downloads
382
PDF
Model-based predictive maintenance techniques applied to automotive industry
Nicola Longo, Valeria Serpi, Giovanni Jacazio, Massimo Sorli
Abstract
510 | PDF Downloads
683
PDF
Near real-time monitor of rail way track adhesion conditions
Inka Laura Marie Locht, Nikolaas Nuttert Oosterhof
Abstract
330 | PDF Downloads
323
PDF
Non-invasive Sensing for Aerospace Fuel Systems
Andy Mills, Simon Blakey, Spiridon Souris, Visakan Kadirkamanathan
Abstract
258 | PDF Downloads
305
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
316 | PDF Downloads
293
PDF
Physics Based Methodology for the Estimation of Bearings' RUL: Physics-Based Models, Diagnostic Methods and Experiments
Dmitri Gazizulin, Renata Klein, Jacob Bortman
Abstract
390 | PDF Downloads
2545
PDF
Power Consumption Forecast using Nonlinear Regression Methodologies
Benedikt Sturm, Daniel Jaroszewski
Abstract
315 | PDF Downloads
315
PDF
Pricing full-service maintenance contracts: a data analytics approach
Laurens Deprez, Katrien Antonio, Robert Boute
Abstract
280 | PDF Downloads
550
PDF
Prognostics and Health Management in the Oil & Gas Industry - A Step Change
Kenneth Moir, Octavian Niculita, William Milligan
Abstract
585 | PDF Downloads
870
PDF
RailWear Estimation for Predictive Maintenance: a strategic approach
Annemieke Meghoe, Richard Loendersloot, Rob Bosman, Tiedo Tinga
Abstract
287 | PDF Downloads
778
PDF
Rare Event Simulation to Optimise Maintenance Intervals of Safety Critical Redundant Subsystems
Raphael Pfaff, Karin Melcher, Julian Franzen
Abstract
511 | PDF Downloads
398
PDF
Remaining Lifetime Prediction for Reliability-based Dry Clutch Control
Daniel Strommenger
Abstract
296 | PDF Downloads
850
PDF
ROC-based Business Case Analysis for Predictive Maintenance – Applications in Aircraft Engine Monitoring
Lily Geraldine Koops
Abstract
429 | PDF Downloads
615
PDF
RUL Prediction of Reaction Wheel Motor in Satellites
yuri yun, Jungyong Lee, Hwa-suk Oh, Joo-Ho Choi
Abstract
290 | PDF Downloads
341
PDF
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
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
286 | PDF Downloads
295
PDF
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
PDF
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
PDF
US Air Force Research Laboratory Perspective on Structural Health Monitoring in Support of Risk Management
Eric Lindgren
Abstract
467 | PDF Downloads
3660
PDF
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
PDF
Posters
A Predictive Maintenance Approach for Complex Equipment
Olivier Blancke, Antoine Tahan, Dragan Komljenovic, Normand Amyot
Abstract
290 | PDF Downloads
324
PDF
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
PDF
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
PDF
Determination of inspection interval for aircraft structures using Stochastic Approaches
SungJin Kim, Hee-Seong Kim, Joo-Ho Choi
Abstract
278 | PDF Downloads
328
PDF
Multi-Fault Diagnosis for Wind Turbines Based on SCADA Data
Yolanda Vidal, Francesc Pozo, Christian Tutivén
Abstract
314 | PDF Downloads
321
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
313 | PDF Downloads
271
PDF
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
PDF
Data-driven decision making in a knowledge worker environment
Simon Voorberg
Abstract
220 | PDF Downloads
268
PDF
Online Prediction of Remaining Lifetime of IGBT semiconductor Modules
OULD MAHAMMED Salah
Abstract
286 | PDF Downloads
322
PDF
Fault Detection of Three-Phase InductionMotor by using Deep Neural Network
Sungho Suh, Yongoh Lee, Dr., Jongwoon Hwang, Dr.
Abstract
289 | PDF Downloads
357
PDF
Model-Based Prognosis for Remaining Useful Life Prediction of Composite Components
Juhee Lim, Jongsoo Lee
Abstract
377 | PDF Downloads
341
PDF
Prognosis of Lithium-Ion Batteries Considering Cycle and Storage Conditions
Soyoung Lee, Jaehyeok Doh, Jongsoo Lee
Abstract
289 | PDF Downloads
302
PDF
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
PDF
Investigation of Intermittent Failure in Electrical Interconnections of Avionics System
Changwoon Han
Abstract
321 | PDF Downloads
304
PDF
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