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 300 | PDF Downloads 520 | 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 425 | PDF Downloads 356 | DOI https://doi.org/10.36001/phme.2021.v6i1.2806
Page 9
Unsupervised Anomaly Detection for Hard Drives
Abstract 299 | PDF Downloads 387 | 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
Abstract 1045 | PDF Downloads 325 | DOI https://doi.org/10.36001/phme.2021.v6i1.2850
Page 15
Hybrid Approach for Health Monitoring of Mud Motor Fleet
Abstract 564 | PDF Downloads 568 | 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 552 | PDF Downloads 353 | DOI https://doi.org/10.36001/phme.2021.v6i1.2843
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Data-Driven Fault Detection Method for Electronic Boards in Intelligent Remote Dual-Valve System
Abstract 594 | PDF Downloads 385 | 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 1378 | PDF Downloads 393 | 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 490 | PDF Downloads 475 | DOI https://doi.org/10.36001/phme.2021.v6i1.2950
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Wavelet Scattering Network Based Bearing Fault Detection
Abstract 565 | PDF Downloads 554 | 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 280 | PDF Downloads 323 | 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 242 | PDF Downloads 248 | 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 573 | PDF Downloads 358 | 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 6374 | PDF Downloads 603 | 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 412 | PDF Downloads 447 | DOI https://doi.org/10.36001/phme.2021.v6i1.2851
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Power Devices Health Condition Monitoring: A Review of Recent Papers
Abstract 450 | PDF Downloads 813 | 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 16222 | PDF Downloads 1792 | DOI https://doi.org/10.36001/phme.2021.v6i1.2865
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Canonical polyadic decomposition and deep learning for machine fault detection
Abstract 171 | PDF Downloads 277 | DOI https://doi.org/10.36001/phme.2021.v6i1.2881
Page 9
Data-Driven Capability-based Health Monitoring Method for Automative Manufacturing
Abstract 248 | PDF Downloads 214 | 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 11444 | PDF Downloads 1202 | 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 330 | PDF Downloads 263 | 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 282 | PDF Downloads 311 | 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 316 | PDF Downloads 708 | DOI https://doi.org/10.36001/phme.2021.v6i1.2801
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Securing Deep Learning Models with Autoencoder based Anomaly Detection
Abstract 381 | PDF Downloads 390 | DOI https://doi.org/10.36001/phme.2021.v6i1.2841
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A Deep Support Vector Data Description Method for Anomaly Detection in Helicopters
Abstract 949 | PDF Downloads 1539 | DOI https://doi.org/10.36001/phme.2021.v6i1.2957
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Robust Model-Based Fault Detection Using Monte-Carlo Methods and Highest Density Regions
Abstract 201 | PDF Downloads 272 | 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 233 | PDF Downloads 342 | DOI https://doi.org/10.36001/phme.2021.v6i1.2799
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Evaluating word representations in a technical language processing pipeline
Abstract 577 | PDF Downloads 551 | 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 363 | PDF Downloads 224 | 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 429 | PDF Downloads 364 | 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 309 | PDF Downloads 218 | 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 253 | PDF Downloads 221 | DOI https://doi.org/10.36001/phme.2021.v6i1.2900
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Multiple-Model Estimation-based Prognostics for Rotating Machinery
Abstract 250 | PDF Downloads 235 | 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 211 | PDF Downloads 202 | DOI https://doi.org/10.36001/phme.2021.v6i1.2887
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Diagnosing the Stage of COVID-19 using Machine Learning on Breath Sounds
Abstract 374 | PDF Downloads 387 | 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 2242 | PDF Downloads 3690 | 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 326 | PDF Downloads 787 | 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 1109 | PDF Downloads 431 | 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 275 | PDF Downloads 238 | DOI https://doi.org/10.36001/phme.2021.v6i1.2886
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Bayesian Vehicle Fleet Survival Analysis based onWorkshop-Service Data
Abstract 292 | PDF Downloads 342 | 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 252 | PDF Downloads 532 | 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 690 | PDF Downloads 481 | 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 486 | PDF Downloads 435 | 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 155 | PDF Downloads 223 | 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 257 | PDF Downloads 639 | 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 444 | PDF Downloads 611 | 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 300 | PDF Downloads 282 | 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 327 | PDF Downloads 286 | 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 262 | PDF Downloads 239 | 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 254 | PDF Downloads 163 | 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 604 | PDF Downloads 402 | 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 464 | PDF Downloads 513 | 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 394 | PDF Downloads 413 | 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 452 | PDF Downloads 467 | 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 438 | PDF Downloads 486 | DOI https://doi.org/10.36001/phme.2021.v6i1.3039
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Fault Detection and Classification for Robotic Test-bench
Abstract 399 | PDF Downloads 351 | DOI https://doi.org/10.36001/phme.2021.v6i1.3040
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