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 210 | PDF Downloads 408Technical Papers
Embedding Diagnosability of Complex Industrial Systems Into the Design Process Using a Model-Based Methodology
Abstract 320 | PDF Downloads 287 | DOI https://doi.org/10.36001/phme.2021.v6i1.2806
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Unsupervised Anomaly Detection for Hard Drives
Abstract 229 | PDF Downloads 279 | 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 515 | PDF Downloads 212 | DOI https://doi.org/10.36001/phme.2021.v6i1.2850
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Hybrid Approach for Health Monitoring of Mud Motor Fleet
Abstract 412 | PDF Downloads 369 | 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 417 | PDF Downloads 293 | 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 459 | PDF Downloads 284 | 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 903 | PDF Downloads 289 | 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 326 | PDF Downloads 339 | DOI https://doi.org/10.36001/phme.2021.v6i1.2950
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Wavelet Scattering Network Based Bearing Fault Detection
Abstract 389 | PDF Downloads 424 | 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 166 | PDF Downloads 225 | 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 167 | PDF Downloads 171 | 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 430 | PDF Downloads 258 | 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 4289 | PDF Downloads 432 | 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 250 | PDF Downloads 281 | 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 300 | PDF Downloads 540 | DOI https://doi.org/10.36001/phme.2021.v6i1.2808
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Age and Condition-Based Preventive Replacement Timing for Periodic Aircraft Maintenance Checks
Abstract 12420 | PDF Downloads 1668 | 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 118 | PDF Downloads 233 | DOI https://doi.org/10.36001/phme.2021.v6i1.2881
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Data-Driven Capability-based Health Monitoring Method for Automative Manufacturing
Abstract 164 | PDF Downloads 147 | 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 7354 | PDF Downloads 1014 | 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 231 | PDF Downloads 182 | 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 185 | PDF Downloads 203 | 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 166 | PDF Downloads 498 | DOI https://doi.org/10.36001/phme.2021.v6i1.2801
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Securing Deep Learning Models with Autoencoder based Anomaly Detection
Abstract 289 | PDF Downloads 270 | 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 562 | PDF Downloads 734 | 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 140 | PDF Downloads 177 | 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 155 | PDF Downloads 256 | DOI https://doi.org/10.36001/phme.2021.v6i1.2799
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Evaluating word representations in a technical language processing pipeline
Abstract 367 | PDF Downloads 374 | 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 175 | PDF Downloads 153 | 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 253 | PDF Downloads 223 | 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 152 | PDF Downloads 174 | 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 151 | PDF Downloads 159 | DOI https://doi.org/10.36001/phme.2021.v6i1.2900
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Multiple-Model Estimation-based Prognostics for Rotating Machinery
Abstract 185 | PDF Downloads 175 | 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 130 | PDF Downloads 134 | 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 262 | PDF Downloads 305 | 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 1168 | PDF Downloads 2043 | 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 260 | PDF Downloads 557 | 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 510 | PDF Downloads 263 | 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 182 | PDF Downloads 168 | DOI https://doi.org/10.36001/phme.2021.v6i1.2886
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Bayesian Vehicle Fleet Survival Analysis based onWorkshop-Service Data
Abstract 199 | PDF Downloads 229 | 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 179 | PDF Downloads 354 | 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 503 | PDF Downloads 318 | 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 318 | PDF Downloads 253 | 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 99 | PDF Downloads 181 | 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 146 | PDF Downloads 415 | 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 309 | PDF Downloads 373 | DOI https://doi.org/10.36001/phme.2021.v6i1.2892
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Metalworking Fluid Classification Based on Acoustic Emission Signals and Convolutional Neural Network
Abstract 194 | PDF Downloads 196 | DOI https://doi.org/10.36001/phme.2021.v6i1.2798
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Automate Quality Prediction in an End-of-Line Test of a Highly Variant Production of Geared Motors – Discussion of a Full Concept
Abstract 220 | PDF Downloads 210 | 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 178 | PDF Downloads 172 | 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 174 | PDF Downloads 125 | 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 404 | PDF Downloads 289 | 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 328 | PDF Downloads 355 | 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 274 | PDF Downloads 308 | 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 355 | PDF Downloads 322 | 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 313 | PDF Downloads 409 | DOI https://doi.org/10.36001/phme.2021.v6i1.3039
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Fault Detection and Classification for Robotic Test-bench
Abstract 218 | PDF Downloads 244 | DOI https://doi.org/10.36001/phme.2021.v6i1.3040
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