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 414 | PDF Downloads 667 | 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 625 | PDF Downloads 500 | DOI https://doi.org/10.36001/phme.2021.v6i1.2806
Page 9
Unsupervised Anomaly Detection for Hard Drives
Abstract 426 | PDF Downloads 529 | 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 1318 | PDF Downloads 490 | DOI https://doi.org/10.36001/phme.2021.v6i1.2850
Page 15
Hybrid Approach for Health Monitoring of Mud Motor Fleet
Abstract 858 | PDF Downloads 788 | DOI https://doi.org/10.36001/phme.2021.v6i1.2885
Page 10
Hybrid Prediction Method for Remaining Useful Lifetime Estimation Considering Uncertainties
Abstract 723 | PDF Downloads 496 | 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 818 | PDF Downloads 484 | DOI https://doi.org/10.36001/phme.2021.v6i1.2903
Page 7
An Adaptive Framework For Remaining Useful Life Predictions Of Aircraft Systems
Abstract 1530 | PDF Downloads 476 | DOI https://doi.org/10.36001/phme.2021.v6i1.2868
Page 11
Semi-automated Estimation of Reliability Measures from MaintenanceWork Order Records
Abstract 665 | PDF Downloads 612 | DOI https://doi.org/10.36001/phme.2021.v6i1.2950
Page 9
Wavelet Scattering Network Based Bearing Fault Detection
Abstract 901 | PDF Downloads 748 | DOI https://doi.org/10.36001/phme.2021.v6i1.2875
Page 8
Qualifying Evaluations from Human Operators: Integrating Sensor Data with Natural Language Logs
Abstract 425 | PDF Downloads 442 | DOI https://doi.org/10.36001/phme.2021.v6i1.2810
Page 9
Learning Representations with End-to-End Models for Improved Remaining Useful Life Prognostic
Abstract 365 | PDF Downloads 354 | DOI https://doi.org/10.36001/phme.2021.v6i1.2785
Page 8
The Impact of Data Quality on Maintenance Work Order Analysis: A Case Study in Historical HVAC Maintenance Work Orders
Abstract 777 | PDF Downloads 547 | DOI https://doi.org/10.36001/phme.2021.v6i1.2814
Page 11
Model-based Remaining-Useful-Life prognostics for aircraft Cooling Units
Abstract 6920 | PDF Downloads 734 | DOI https://doi.org/10.36001/phme.2021.v6i1.2827
Page 8
Requirements for Designing A Robotic System for Aircraft Wing Fuel Tank Inspection
Abstract 752 | PDF Downloads 719 | DOI https://doi.org/10.36001/phme.2021.v6i1.2851
Page 12
Power Devices Health Condition Monitoring: A Review of Recent Papers
Abstract 628 | PDF Downloads 1131 | 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 17195 | PDF Downloads 1991 | DOI https://doi.org/10.36001/phme.2021.v6i1.2865
Page 12
Canonical polyadic decomposition and deep learning for machine fault detection
Abstract 298 | PDF Downloads 371 | DOI https://doi.org/10.36001/phme.2021.v6i1.2881
Page 9
Data-Driven Capability-based Health Monitoring Method for Automative Manufacturing
Abstract 355 | PDF Downloads 326 | 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 11827 | PDF Downloads 1393 | DOI https://doi.org/10.36001/phme.2021.v6i1.2816
Page 11
A Flexible Data Management System for the Analysis of an Electro- Mechanical Actuator on a Test Bench
Abstract 462 | PDF Downloads 424 | DOI https://doi.org/10.36001/phme.2021.v6i1.2880
Page 8
Automated and Rapid Seal Wear Classification Based on Acoustic Emission and Support Vector Machine
Abstract 448 | PDF Downloads 497 | DOI https://doi.org/10.36001/phme.2021.v6i1.2942
Page 8
Towards a Digital Twin Enabled Multifidelity Framework for Small Satellites
Abstract 507 | PDF Downloads 920 | DOI https://doi.org/10.36001/phme.2021.v6i1.2801
Page 10
Securing Deep Learning Models with Autoencoder based Anomaly Detection
Abstract 573 | PDF Downloads 575 | 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 1321 | PDF Downloads 1723 | 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 316 | PDF Downloads 434 | 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 342 | PDF Downloads 489 | DOI https://doi.org/10.36001/phme.2021.v6i1.2799
Page 7
Evaluating word representations in a technical language processing pipeline
Abstract 738 | PDF Downloads 831 | 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 653 | PDF Downloads 355 | DOI https://doi.org/10.36001/phme.2021.v6i1.2805
Page 11
Technical Language Processing for Efficient Classification of Failure Events for Safety Critical Equipment
Abstract 640 | PDF Downloads 591 | DOI https://doi.org/10.36001/phme.2021.v6i1.2792
Page 9
Rapid Material Characterization using Smart Skin with functional Data Analysis
Abstract 444 | PDF Downloads 316 | DOI https://doi.org/10.36001/phme.2021.v6i1.2884
Page 7
Algorithmically Exploiting the Knowledge Accumulated in Textual Domains for Technical Support
Abstract 369 | PDF Downloads 341 | DOI https://doi.org/10.36001/phme.2021.v6i1.2900
Page 12
Multiple-Model Estimation-based Prognostics for Rotating Machinery
Abstract 382 | PDF Downloads 357 | DOI https://doi.org/10.36001/phme.2021.v6i1.2956
Page 11
A Semantic Similarity Model to Compare Heterogeneous Data Sources to Augment Engineering Data with New Failure modes in Automotive Industry
Abstract 325 | PDF Downloads 333 | 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 511 | PDF Downloads 487 | DOI https://doi.org/10.36001/phme.2021.v6i1.2858
Page 12
Harmonic Drive Gear Failures in Industrial Robots Applications: An Overview
Abstract 3468 | PDF Downloads 5345 | 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 474 | PDF Downloads 1016 | DOI https://doi.org/10.36001/phme.2021.v6i1.2947
Page 11
Data Selection Criteria for the Application of Predictive Maintenance to Centrifugal Pumps
Abstract 1307 | PDF Downloads 539 | 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 381 | PDF Downloads 335 | DOI https://doi.org/10.36001/phme.2021.v6i1.2886
Page 8
Bayesian Vehicle Fleet Survival Analysis based onWorkshop-Service Data
Abstract 427 | PDF Downloads 523 | DOI https://doi.org/10.36001/phme.2021.v6i1.2842
Page 9
A Probabilistic Similarity Based Modeling Approach for Turbomachine Fault Prediction
Abstract 374 | PDF Downloads 672 | DOI https://doi.org/10.36001/phme.2021.v6i1.2952
Page 9
Fault Detection and Condition Monitoring in District Heating Using Smart Meter Data
Abstract 947 | PDF Downloads 675 | DOI https://doi.org/10.36001/phme.2021.v6i1.2786
Page 11
A Natural Language Processing method for the identification of the factors influencing road accident severity
Abstract 677 | PDF Downloads 683 | DOI https://doi.org/10.36001/phme.2021.v6i1.2899
Page 12
Domain Adaptations for Guided Wave SHM of Composites: Towards Fleet Monitoring
Abstract 248 | PDF Downloads 337 | DOI https://doi.org/10.36001/phme.2021.v6i1.2893
Page 9
Feature Based Bearing Fault Detection With Phase Current Sensor Signals Under Different Operating Conditions
Abstract 403 | PDF Downloads 762 | DOI https://doi.org/10.36001/phme.2021.v6i1.2852
Page 9
An Assessment of the Economic Viability of Engine Wash Procedures on the Lifecycle Costs of an Aircraft Fleet.
Abstract 1151 | PDF Downloads 851 | 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 424 | PDF Downloads 378 | 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 426 | PDF Downloads 407 | DOI https://doi.org/10.36001/phme.2021.v6i1.2803
Page 10
Real-time Diagnosis Of Physical Failures Using Causation-based AI
Abstract 394 | PDF Downloads 376 | DOI https://doi.org/10.36001/phme.2021.v6i1.2831
Page 7
Generative Adversarial Networks used for latent space Optimization: a comparative study for the Classification of Partial Discharge Sources
Abstract 336 | PDF Downloads 231 | DOI https://doi.org/10.36001/phme.2021.v6i1.2867
Page 10
Transfer Learning Approaches for Wind Turbine Fault Detection using Deep Learning
Abstract 868 | PDF Downloads 580 | DOI https://doi.org/10.36001/phme.2021.v6i1.2835
Page 12
Remaining Useful Life Prediction of Turbo Actuators for Predictive Maintenance of Diesel Engines
Abstract 617 | PDF Downloads 703 | DOI https://doi.org/10.36001/phme.2021.v6i1.2959
Page 11
Data Challenge Winners
Rule-based Diagnostics of a Production Line
Abstract 600 | PDF Downloads 562 | DOI https://doi.org/10.36001/phme.2021.v6i1.3042
Page 10
Ensemble of LSTM Networks for Fault Detection, Classification, and Root Cause Identification in Quality Control Line
Abstract 578 | PDF Downloads 705 | 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 632 | PDF Downloads 584 | DOI https://doi.org/10.36001/phme.2021.v6i1.3039
Page 9
Fault Detection and Classification for Robotic Test-bench
Abstract 691 | PDF Downloads 469 | DOI https://doi.org/10.36001/phme.2021.v6i1.3040
Page 7