Vol. 6 No. 1 (2021): Proceedings of the European Conference of the PHM Society 2021

Edited by:

Phuc Do

Steve King

Olga Fink

ISBN: 978-1-936263-34-9

Published: 2021-06-29

Proceedings Front Matter

Technical Papers

Unsupervised Anomaly Detection for Hard Drives

Enrico Barelli, Ennio Ottaviani
Abstract 303 | PDF Downloads 391 | DOI https://doi.org/10.36001/phme.2021.v6i1.2795

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Optimal Service Points (OSP) for PHM Enabled Condition Based Maintenance for Oil and Gas Applications

Atuahene Barimah, Octavian Niculita, Don McGlinchey, Babakalli Alkali
Abstract 1070 | PDF Downloads 352 | DOI https://doi.org/10.36001/phme.2021.v6i1.2850

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Hybrid Approach for Health Monitoring of Mud Motor Fleet

Dmitry Belov, Zhengxin Zhang, Wei Chen, Yuelin Shen, Samba Ba, Anton Kolyshkin, Sergio Daniel Rocchio, Daniel Viassolo
Abstract 573 | PDF Downloads 587 | DOI https://doi.org/10.36001/phme.2021.v6i1.2885

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Data-Driven Fault Detection Method for Electronic Boards in Intelligent Remote Dual-Valve System

Saransh Bhatnagar, Mathilde Lemanissier Cassou, Zeina Al Masry, Ahmed Mosallam
Abstract 599 | PDF Downloads 388 | DOI https://doi.org/10.36001/phme.2021.v6i1.2903

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An Adaptive Framework For Remaining Useful Life Predictions Of Aircraft Systems

Marie Bieber, Wim J.C. Verhagen, Bruno F. Santos
Abstract 1381 | PDF Downloads 396 | DOI https://doi.org/10.36001/phme.2021.v6i1.2868

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Wavelet Scattering Network Based Bearing Fault Detection

Taoufik Bourgana, Robert Brijder, Ted Ooijevaar, Agusmian Partogi Ompusunggu
Abstract 582 | PDF Downloads 564 | DOI https://doi.org/10.36001/phme.2021.v6i1.2875

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Learning Representations with End-to-End Models for Improved Remaining Useful Life Prognostic

Alaaeddine Chaoub, Alexandre Voisin, Christophe Cerisara, Benoit Iung
Abstract 243 | PDF Downloads 250 | DOI https://doi.org/10.36001/phme.2021.v6i1.2785

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The Impact of Data Quality on Maintenance Work Order Analysis: A Case Study in Historical HVAC Maintenance Work Orders

Anna Conte, Coline Bolland, Lynn Phan, Michael Brundage, Thurston Sexton
Abstract 591 | PDF Downloads 367 | DOI https://doi.org/10.36001/phme.2021.v6i1.2814

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Requirements for Designing A Robotic System for Aircraft Wing Fuel Tank Inspection

Manpreet Haur Dhoot, Ip- Shing Fan, Nico Avdelidis
Abstract 421 | PDF Downloads 458 | DOI https://doi.org/10.36001/phme.2021.v6i1.2851

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Canonical polyadic decomposition and deep learning for machine fault detection

Gaëtan Frusque, Michau Gabriel, Fink Olga
Abstract 175 | PDF Downloads 281 | DOI https://doi.org/10.36001/phme.2021.v6i1.2881

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Data-Driven Capability-based Health Monitoring Method for Automative Manufacturing

Alexandre Gaffet, Pauline Ribot, Elodie Chanthery, Nathalie Barbosa Roa, Christophe Merle
Abstract 257 | PDF Downloads 218 | DOI https://doi.org/10.36001/phme.2021.v6i1.2811

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A Flexible Data Management System for the Analysis of an Electro- Mechanical Actuator on a Test Bench

Roberto González Velázquez, Iñaki Bravo-Imaz, Kerman López de Calle - Etxabe, Aitor Arnaiz
Abstract 333 | PDF Downloads 271 | DOI https://doi.org/10.36001/phme.2021.v6i1.2880

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Automated and Rapid Seal Wear Classification Based on Acoustic Emission and Support Vector Machine

Surya. T. Kandukuri, Vignesh. V. Shanbhag, Thomas. J. J. Meyer, Leo. W. Caspers, Nadia. S. Noori, Rune Schlanbusch
Abstract 290 | PDF Downloads 321 | DOI https://doi.org/10.36001/phme.2021.v6i1.2942

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Towards a Digital Twin Enabled Multifidelity Framework for Small Satellites

Anastasios Kontaxoglou, Seiji Tsutsumi, Samir Khan, Shinichi Nakasuka
Abstract 339 | PDF Downloads 725 | DOI https://doi.org/10.36001/phme.2021.v6i1.2801

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Securing Deep Learning Models with Autoencoder based Anomaly Detection

Joana Kühne, Christian März, Clemens G¨uhmann
Abstract 387 | PDF Downloads 399 | DOI https://doi.org/10.36001/phme.2021.v6i1.2841

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Evaluation of ML Algorithms for System Dynamics Identification of Aircraft Pressure Control System

Petr Mukhachev, Zhdan Sukhov, Tagir Sadretdinov, Anton Ivanov
Abstract 237 | PDF Downloads 353 | DOI https://doi.org/10.36001/phme.2021.v6i1.2799

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Evaluating word representations in a technical language processing pipeline

Ajay Varma Nandyala, Sarah Lukens, Sundaram Rathod, Pratiksha Agarwal
Abstract 585 | PDF Downloads 556 | DOI https://doi.org/10.36001/phme.2021.v6i1.2894

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Technical Language Processing for Efficient Classification of Failure Events for Safety Critical Equipment

Maria Vatshaug Ottermo, Solfrid Håbrekke, Stein Hauge, Lars Bodsberg
Abstract 444 | PDF Downloads 372 | DOI https://doi.org/10.36001/phme.2021.v6i1.2792

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Rapid Material Characterization using Smart Skin with functional Data Analysis

Rajendra Prasath Palanisamy, Subrata Mukherjee, Mahmood Haq, Yiming Deng
Abstract 330 | PDF Downloads 221 | DOI https://doi.org/10.36001/phme.2021.v6i1.2884

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Algorithmically Exploiting the Knowledge Accumulated in Textual Domains for Technical Support

Daniele Pau, Isaia Tarquini, Matteo Iannitelli, Carmine Allegorico
Abstract 254 | PDF Downloads 230 | DOI https://doi.org/10.36001/phme.2021.v6i1.2900

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Multiple-Model Estimation-based Prognostics for Rotating Machinery

Junyu Qi, Konstantinos Gryllias, Alexandre Mauricio
Abstract 256 | PDF Downloads 238 | DOI https://doi.org/10.36001/phme.2021.v6i1.2956

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Harmonic Drive Gear Failures in Industrial Robots Applications: An Overview

Andrea Raviola, Andrea De Martin, Roberto Guida, Giovanni Jacazio, Stefano Mauro, Massimo Sorli
Abstract 2342 | PDF Downloads 3826 | DOI https://doi.org/10.36001/phme.2021.v6i1.2849

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Data Selection Criteria for the Application of Predictive Maintenance to Centrifugal Pumps

Núbia N. A. Silveira, Richard Loendersloot, Annemieke A. Meghoe, Tiedo Tinga
Abstract 1111 | PDF Downloads 434 | DOI https://doi.org/10.36001/phme.2021.v6i1.2839

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Data Analytics Methodology for Construction of Fouling Prognostic Indicators: Towards Cost-Effective Maintenance Scheduling

Moncef Soualhi, Ahmed Ragab, T. P. Khanh Nguyen, Kamal Medjaher, Hakim Ghezzaz, Mouloud Amazouz
Abstract 278 | PDF Downloads 241 | DOI https://doi.org/10.36001/phme.2021.v6i1.2886

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Bayesian Vehicle Fleet Survival Analysis based onWorkshop-Service Data

Simon Steinberg, Wolf Baumann, Rene Gegusch, Philipp Schmiechen, Dominik G¨utermann
Abstract 296 | PDF Downloads 355 | DOI https://doi.org/10.36001/phme.2021.v6i1.2842

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A Probabilistic Similarity Based Modeling Approach for Turbomachine Fault Prediction

Weijian Tang, Xiaomo Jiang, Haixin Zhao, Qing Chen, Yunqing Gong
Abstract 254 | PDF Downloads 543 | DOI https://doi.org/10.36001/phme.2021.v6i1.2952

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Fault Detection and Condition Monitoring in District Heating Using Smart Meter Data

Felix Theusch, Patrick Klein, Ralph Bergmann, Wolfgang Wilke, Wolfgang Bock, Adrian Weber
Abstract 697 | PDF Downloads 484 | DOI https://doi.org/10.36001/phme.2021.v6i1.2786

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A Natural Language Processing method for the identification of the factors influencing road accident severity

Dario Valcamonico, Piero Baraldi, Francesco Amigoni, Enrico Zio
Abstract 495 | PDF Downloads 441 | DOI https://doi.org/10.36001/phme.2021.v6i1.2899

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Domain Adaptations for Guided Wave SHM of Composites: Towards Fleet Monitoring

Sebastiaan van Baars Buisman, Gabriel Michau, René Alderliesten, Olga Fink
Abstract 158 | PDF Downloads 224 | DOI https://doi.org/10.36001/phme.2021.v6i1.2893

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Real-time Diagnosis Of Physical Failures Using Causation-based AI

Navid Zaman, Evan Apostolou, Yan Li, Patrick Conroy
Abstract 265 | PDF Downloads 244 | DOI https://doi.org/10.36001/phme.2021.v6i1.2831

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Transfer Learning Approaches for Wind Turbine Fault Detection using Deep Learning

Jannik Zgraggen, Markus Ulmer, Eskil Jarlskog, Gianmarco Pizza, Lilach Goren Huber
Abstract 609 | PDF Downloads 407 | DOI https://doi.org/10.36001/phme.2021.v6i1.2835

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Remaining Useful Life Prediction of Turbo Actuators for Predictive Maintenance of Diesel Engines

Devawrat Bhave, Deepa Tavargeri Adiga, Nilesh Powar, Thomas Mckinley
Abstract 468 | PDF Downloads 521 | DOI https://doi.org/10.36001/phme.2021.v6i1.2959

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Data Challenge Winners

Rule-based Diagnostics of a Production Line

Osarenren Kennedy Aimiyekagbon, Lars Muth, Meike Wohlleben, Amelie Bender, Walter Sextro
Abstract 403 | PDF Downloads 417 | DOI https://doi.org/10.36001/phme.2021.v6i1.3042

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Divide, Propagate and Conquer: Splitting a Complex Diagnosis Problem for Early Detection of Faults in a Manufacturing Production Line

Kerman López de Calle - Etxabe, Meritxell Gómez - Omella, Eider Garate - Perez
Abstract 445 | PDF Downloads 490 | DOI https://doi.org/10.36001/phme.2021.v6i1.3039

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Fault Detection and Classification for Robotic Test-bench

Kürşat İnce, Uğur Ceylan, Nazife Nur Erdoğmuş, Engin Sirkeci, Yakup Genc
Abstract 420 | PDF Downloads 357 | DOI https://doi.org/10.36001/phme.2021.v6i1.3040

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