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 480 | PDF Downloads 748 | 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 698 | PDF Downloads 559 | DOI https://doi.org/10.36001/phme.2021.v6i1.2806
Page 9
Unsupervised Anomaly Detection for Hard Drives
Abstract 496 | PDF Downloads 587 | 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 1448 | PDF Downloads 561 | DOI https://doi.org/10.36001/phme.2021.v6i1.2850
Page 15
Hybrid Approach for Health Monitoring of Mud Motor Fleet
Abstract 1040 | PDF Downloads 918 | 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 822 | PDF Downloads 584 | 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 973 | PDF Downloads 527 | 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 1623 | PDF Downloads 524 | 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 737 | PDF Downloads 681 | DOI https://doi.org/10.36001/phme.2021.v6i1.2950
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Wavelet Scattering Network Based Bearing Fault Detection
Abstract 1007 | PDF Downloads 811 | 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 518 | PDF Downloads 522 | 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 446 | PDF Downloads 391 | 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 904 | PDF Downloads 637 | 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 7008 | PDF Downloads 763 | 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 878 | PDF Downloads 832 | DOI https://doi.org/10.36001/phme.2021.v6i1.2851
Page 12
Power Devices Health Condition Monitoring: A Review of Recent Papers
Abstract 711 | PDF Downloads 1279 | 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 17346 | PDF Downloads 2070 | DOI https://doi.org/10.36001/phme.2021.v6i1.2865
Page 12
Canonical polyadic decomposition and deep learning for machine fault detection
Abstract 371 | PDF Downloads 412 | DOI https://doi.org/10.36001/phme.2021.v6i1.2881
Page 9
Data-Driven Capability-based Health Monitoring Method for Automative Manufacturing
Abstract 436 | PDF Downloads 374 | DOI https://doi.org/10.36001/phme.2021.v6i1.2811
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An Operational Availability Optimization Model Based on the Integration of Predictive and Scheduled Maintenance
Abstract 11976 | PDF Downloads 1541 | 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 584 | PDF Downloads 507 | 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 527 | PDF Downloads 589 | DOI https://doi.org/10.36001/phme.2021.v6i1.2942
Page 8
Towards a Digital Twin Enabled Multifidelity Framework for Small Satellites
Abstract 611 | PDF Downloads 1029 | DOI https://doi.org/10.36001/phme.2021.v6i1.2801
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Securing Deep Learning Models with Autoencoder based Anomaly Detection
Abstract 663 | PDF Downloads 667 | 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 1644 | PDF Downloads 1812 | 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 391 | PDF Downloads 495 | DOI https://doi.org/10.36001/phme.2021.v6i1.2840
Page 11
Evaluation of ML Algorithms for System Dynamics Identification of Aircraft Pressure Control System
Abstract 394 | PDF Downloads 528 | DOI https://doi.org/10.36001/phme.2021.v6i1.2799
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Evaluating word representations in a technical language processing pipeline
Abstract 823 | PDF Downloads 946 | 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 758 | PDF Downloads 404 | 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 734 | PDF Downloads 736 | 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 534 | PDF Downloads 359 | 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 456 | PDF Downloads 399 | DOI https://doi.org/10.36001/phme.2021.v6i1.2900
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Multiple-Model Estimation-based Prognostics for Rotating Machinery
Abstract 466 | PDF Downloads 418 | 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 447 | PDF Downloads 403 | 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 581 | PDF Downloads 513 | DOI https://doi.org/10.36001/phme.2021.v6i1.2858
Page 12
Harmonic Drive Gear Failures in Industrial Robots Applications: An Overview
Abstract 3848 | PDF Downloads 5979 | DOI https://doi.org/10.36001/phme.2021.v6i1.2849
Page 11
Bearings Fault Detection Using Hidden Markov Models and Principal Component Analysis Enhanced Features
Abstract 633 | PDF Downloads 1144 | 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 1402 | PDF Downloads 568 | DOI https://doi.org/10.36001/phme.2021.v6i1.2839
Page 9
Data Analytics Methodology for Construction of Fouling Prognostic Indicators: Towards Cost-Effective Maintenance Scheduling
Abstract 453 | PDF Downloads 365 | DOI https://doi.org/10.36001/phme.2021.v6i1.2886
Page 8
Bayesian Vehicle Fleet Survival Analysis based onWorkshop-Service Data
Abstract 507 | PDF Downloads 584 | DOI https://doi.org/10.36001/phme.2021.v6i1.2842
Page 9
A Probabilistic Similarity Based Modeling Approach for Turbomachine Fault Prediction
Abstract 439 | PDF Downloads 721 | 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 1079 | PDF Downloads 752 | 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 784 | PDF Downloads 827 | 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 323 | PDF Downloads 377 | 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 473 | PDF Downloads 824 | 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 1580 | PDF Downloads 945 | 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 520 | PDF Downloads 450 | 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 509 | PDF Downloads 446 | DOI https://doi.org/10.36001/phme.2021.v6i1.2803
Page 10
Real-time Diagnosis Of Physical Failures Using Causation-based AI
Abstract 512 | PDF Downloads 441 | 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 414 | PDF Downloads 243 | DOI https://doi.org/10.36001/phme.2021.v6i1.2867
Page 10
Transfer Learning Approaches for Wind Turbine Fault Detection using Deep Learning
Abstract 1061 | PDF Downloads 629 | 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 710 | PDF Downloads 771 | DOI https://doi.org/10.36001/phme.2021.v6i1.2959
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Data Challenge Winners
Rule-based Diagnostics of a Production Line
Abstract 714 | PDF Downloads 640 | 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 683 | PDF Downloads 865 | DOI https://doi.org/10.36001/phme.2021.v6i1.3043
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Divide, Propagate and Conquer: Splitting a Complex Diagnosis Problem for Early Detection of Faults in a Manufacturing Production Line
Abstract 768 | PDF Downloads 625 | DOI https://doi.org/10.36001/phme.2021.v6i1.3039
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Fault Detection and Classification for Robotic Test-bench
Abstract 824 | PDF Downloads 512 | DOI https://doi.org/10.36001/phme.2021.v6i1.3040
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