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
PHME 2021 Management Team, Publisher Information and Table of Contents
Abstract 431 | PDF Downloads 696 | DOI https://doi.org/10.36001/phme.2021.v6i1.3068Technical Papers
Embedding Diagnosability of Complex Industrial Systems Into the Design Process Using a Model-Based Methodology
Abstract 646 | PDF Downloads 523 | DOI https://doi.org/10.36001/phme.2021.v6i1.2806
Page 9
Unsupervised Anomaly Detection for Hard Drives
Abstract 442 | PDF Downloads 550 | DOI https://doi.org/10.36001/phme.2021.v6i1.2795
Page 7
Optimal Service Points (OSP) for PHM Enabled Condition Based Maintenance for Oil and Gas Applications
Abstract 1361 | PDF Downloads 519 | DOI https://doi.org/10.36001/phme.2021.v6i1.2850
Page 15
Hybrid Approach for Health Monitoring of Mud Motor Fleet
Abstract 914 | PDF Downloads 851 | DOI https://doi.org/10.36001/phme.2021.v6i1.2885
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Hybrid Prediction Method for Remaining Useful Lifetime Estimation Considering Uncertainties
Abstract 750 | PDF Downloads 516 | DOI https://doi.org/10.36001/phme.2021.v6i1.2843
Page 11
Data-Driven Fault Detection Method for Electronic Boards in Intelligent Remote Dual-Valve System
Abstract 882 | PDF Downloads 508 | 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
Abstract 1554 | PDF Downloads 502 | DOI https://doi.org/10.36001/phme.2021.v6i1.2868
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Semi-automated Estimation of Reliability Measures from MaintenanceWork Order Records
Abstract 684 | PDF Downloads 636 | DOI https://doi.org/10.36001/phme.2021.v6i1.2950
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Wavelet Scattering Network Based Bearing Fault Detection
Abstract 936 | PDF Downloads 786 | DOI https://doi.org/10.36001/phme.2021.v6i1.2875
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Qualifying Evaluations from Human Operators: Integrating Sensor Data with Natural Language Logs
Abstract 452 | PDF Downloads 481 | DOI https://doi.org/10.36001/phme.2021.v6i1.2810
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Learning Representations with End-to-End Models for Improved Remaining Useful Life Prognostic
Abstract 397 | PDF Downloads 365 | 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
Abstract 829 | PDF Downloads 594 | DOI https://doi.org/10.36001/phme.2021.v6i1.2814
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Model-based Remaining-Useful-Life prognostics for aircraft Cooling Units
Abstract 6945 | PDF Downloads 751 | DOI https://doi.org/10.36001/phme.2021.v6i1.2827
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Requirements for Designing A Robotic System for Aircraft Wing Fuel Tank Inspection
Abstract 794 | PDF Downloads 780 | DOI https://doi.org/10.36001/phme.2021.v6i1.2851
Page 12
Power Devices Health Condition Monitoring: A Review of Recent Papers
Abstract 657 | PDF Downloads 1209 | DOI https://doi.org/10.36001/phme.2021.v6i1.2808
Page 15
Age and Condition-Based Preventive Replacement Timing for Periodic Aircraft Maintenance Checks
Abstract 17241 | PDF Downloads 2027 | DOI https://doi.org/10.36001/phme.2021.v6i1.2865
Page 12
Canonical polyadic decomposition and deep learning for machine fault detection
Abstract 321 | PDF Downloads 389 | DOI https://doi.org/10.36001/phme.2021.v6i1.2881
Page 9
Data-Driven Capability-based Health Monitoring Method for Automative Manufacturing
Abstract 385 | PDF Downloads 351 | DOI https://doi.org/10.36001/phme.2021.v6i1.2811
Page 12
An Operational Availability Optimization Model Based on the Integration of Predictive and Scheduled Maintenance
Abstract 11886 | PDF Downloads 1474 | DOI https://doi.org/10.36001/phme.2021.v6i1.2816
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A Flexible Data Management System for the Analysis of an Electro- Mechanical Actuator on a Test Bench
Abstract 501 | PDF Downloads 461 | 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
Abstract 471 | PDF Downloads 533 | DOI https://doi.org/10.36001/phme.2021.v6i1.2942
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Towards a Digital Twin Enabled Multifidelity Framework for Small Satellites
Abstract 546 | PDF Downloads 966 | DOI https://doi.org/10.36001/phme.2021.v6i1.2801
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Securing Deep Learning Models with Autoencoder based Anomaly Detection
Abstract 600 | PDF Downloads 630 | DOI https://doi.org/10.36001/phme.2021.v6i1.2841
Page 13
A Deep Support Vector Data Description Method for Anomaly Detection in Helicopters
Abstract 1440 | PDF Downloads 1751 | DOI https://doi.org/10.36001/phme.2021.v6i1.2957
Page 9
Robust Model-Based Fault Detection Using Monte-Carlo Methods and Highest Density Regions
Abstract 341 | PDF Downloads 466 | DOI https://doi.org/10.36001/phme.2021.v6i1.2840
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Evaluation of ML Algorithms for System Dynamics Identification of Aircraft Pressure Control System
Abstract 351 | PDF Downloads 505 | DOI https://doi.org/10.36001/phme.2021.v6i1.2799
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Evaluating word representations in a technical language processing pipeline
Abstract 761 | PDF Downloads 860 | DOI https://doi.org/10.36001/phme.2021.v6i1.2894
Page 17
Lean Blowout Sensing and Processing via Optical Interferometry and Wavelet Analysis of Dynamic Pressure Data
Abstract 680 | PDF Downloads 371 | DOI https://doi.org/10.36001/phme.2021.v6i1.2805
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Technical Language Processing for Efficient Classification of Failure Events for Safety Critical Equipment
Abstract 663 | PDF Downloads 649 | DOI https://doi.org/10.36001/phme.2021.v6i1.2792
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Rapid Material Characterization using Smart Skin with functional Data Analysis
Abstract 469 | PDF Downloads 333 | 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
Abstract 400 | PDF Downloads 366 | DOI https://doi.org/10.36001/phme.2021.v6i1.2900
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Multiple-Model Estimation-based Prognostics for Rotating Machinery
Abstract 407 | PDF Downloads 377 | DOI https://doi.org/10.36001/phme.2021.v6i1.2956
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A Semantic Similarity Model to Compare Heterogeneous Data Sources to Augment Engineering Data with New Failure modes in Automotive Industry
Abstract 381 | PDF Downloads 369 | DOI https://doi.org/10.36001/phme.2021.v6i1.2887
Page 10
Diagnosing the Stage of COVID-19 using Machine Learning on Breath Sounds
Abstract 531 | PDF Downloads 496 | DOI https://doi.org/10.36001/phme.2021.v6i1.2858
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Harmonic Drive Gear Failures in Industrial Robots Applications: An Overview
Abstract 3668 | PDF Downloads 5629 | DOI https://doi.org/10.36001/phme.2021.v6i1.2849
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Bearings Fault Detection Using Hidden Markov Models and Principal Component Analysis Enhanced Features
Abstract 512 | PDF Downloads 1046 | DOI https://doi.org/10.36001/phme.2021.v6i1.2947
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Data Selection Criteria for the Application of Predictive Maintenance to Centrifugal Pumps
Abstract 1341 | PDF Downloads 548 | 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
Abstract 400 | PDF Downloads 344 | DOI https://doi.org/10.36001/phme.2021.v6i1.2886
Page 8
Bayesian Vehicle Fleet Survival Analysis based onWorkshop-Service Data
Abstract 452 | PDF Downloads 549 | DOI https://doi.org/10.36001/phme.2021.v6i1.2842
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A Probabilistic Similarity Based Modeling Approach for Turbomachine Fault Prediction
Abstract 388 | PDF Downloads 695 | 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
Abstract 987 | PDF Downloads 703 | 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
Abstract 710 | PDF Downloads 754 | 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
Abstract 267 | PDF Downloads 356 | DOI https://doi.org/10.36001/phme.2021.v6i1.2893
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Feature Based Bearing Fault Detection With Phase Current Sensor Signals Under Different Operating Conditions
Abstract 423 | PDF Downloads 796 | DOI https://doi.org/10.36001/phme.2021.v6i1.2852
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An Assessment of the Economic Viability of Engine Wash Procedures on the Lifecycle Costs of an Aircraft Fleet.
Abstract 1327 | PDF Downloads 895 | DOI https://doi.org/10.36001/phme.2021.v6i1.2892
Page 14
Metalworking Fluid Classification Based on Acoustic Emission Signals and Convolutional Neural Network
Abstract 465 | PDF Downloads 404 | DOI https://doi.org/10.36001/phme.2021.v6i1.2798
Page 6
Automate Quality Prediction in an End-of-Line Test of a Highly Variant Production of Geared Motors – Discussion of a Full Concept
Abstract 459 | PDF Downloads 426 | DOI https://doi.org/10.36001/phme.2021.v6i1.2803
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Real-time Diagnosis Of Physical Failures Using Causation-based AI
Abstract 446 | PDF Downloads 403 | DOI https://doi.org/10.36001/phme.2021.v6i1.2831
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Generative Adversarial Networks used for latent space Optimization: a comparative study for the Classification of Partial Discharge Sources
Abstract 363 | PDF Downloads 232 | DOI https://doi.org/10.36001/phme.2021.v6i1.2867
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Transfer Learning Approaches for Wind Turbine Fault Detection using Deep Learning
Abstract 975 | PDF Downloads 599 | 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
Abstract 638 | PDF Downloads 735 | DOI https://doi.org/10.36001/phme.2021.v6i1.2959
Page 11
Data Challenge Winners
Rule-based Diagnostics of a Production Line
Abstract 636 | PDF Downloads 577 | DOI https://doi.org/10.36001/phme.2021.v6i1.3042
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Ensemble of LSTM Networks for Fault Detection, Classification, and Root Cause Identification in Quality Control Line
Abstract 612 | PDF Downloads 775 | DOI https://doi.org/10.36001/phme.2021.v6i1.3043
Page 6
Divide, Propagate and Conquer: Splitting a Complex Diagnosis Problem for Early Detection of Faults in a Manufacturing Production Line
Abstract 682 | PDF Downloads 594 | DOI https://doi.org/10.36001/phme.2021.v6i1.3039
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Fault Detection and Classification for Robotic Test-bench
Abstract 743 | PDF Downloads 481 | DOI https://doi.org/10.36001/phme.2021.v6i1.3040
Page 7