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 621 | PDF Downloads 859 | 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 849 | PDF Downloads 656 | DOI https://doi.org/10.36001/phme.2021.v6i1.2806
Page 9
Unsupervised Anomaly Detection for Hard Drives
Abstract 651 | PDF Downloads 669 | 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 1699 | PDF Downloads 644 | DOI https://doi.org/10.36001/phme.2021.v6i1.2850
Page 15
Hybrid Approach for Health Monitoring of Mud Motor Fleet
Abstract 1268 | PDF Downloads 1038 | DOI https://doi.org/10.36001/phme.2021.v6i1.2885
Page 10
Hybrid Prediction Method for Remaining Useful Lifetime Estimation Considering Uncertainties
Abstract 996 | PDF Downloads 678 | 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 1170 | PDF Downloads 585 | DOI https://doi.org/10.36001/phme.2021.v6i1.2903
Page 7
An Adaptive Framework For Remaining Useful Life Predictions Of Aircraft Systems
Abstract 1756 | PDF Downloads 591 | DOI https://doi.org/10.36001/phme.2021.v6i1.2868
Page 11
Semi-automated Estimation of Reliability Measures from MaintenanceWork Order Records
Abstract 947 | PDF Downloads 791 | DOI https://doi.org/10.36001/phme.2021.v6i1.2950
Page 9
Wavelet Scattering Network Based Bearing Fault Detection
Abstract 1189 | PDF Downloads 916 | 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 698 | PDF Downloads 612 | 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 576 | PDF Downloads 470 | 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 1119 | PDF Downloads 843 | DOI https://doi.org/10.36001/phme.2021.v6i1.2814
Page 11
Model-based Remaining-Useful-Life prognostics for aircraft Cooling Units
Abstract 7159 | PDF Downloads 847 | 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 1100 | PDF Downloads 985 | DOI https://doi.org/10.36001/phme.2021.v6i1.2851
Page 12
Power Devices Health Condition Monitoring: A Review of Recent Papers
Abstract 931 | PDF Downloads 1681 | 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 17604 | PDF Downloads 2181 | DOI https://doi.org/10.36001/phme.2021.v6i1.2865
Page 12
Canonical polyadic decomposition and deep learning for machine fault detection
Abstract 502 | PDF Downloads 500 | DOI https://doi.org/10.36001/phme.2021.v6i1.2881
Page 9
Data-Driven Capability-based Health Monitoring Method for Automative Manufacturing
Abstract 575 | PDF Downloads 435 | 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 12203 | PDF Downloads 1650 | 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 724 | PDF Downloads 592 | 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 662 | PDF Downloads 690 | DOI https://doi.org/10.36001/phme.2021.v6i1.2942
Page 8
Towards a Digital Twin Enabled Multifidelity Framework for Small Satellites
Abstract 740 | PDF Downloads 1193 | DOI https://doi.org/10.36001/phme.2021.v6i1.2801
Page 10
Securing Deep Learning Models with Autoencoder based Anomaly Detection
Abstract 942 | PDF Downloads 815 | 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 2101 | PDF Downloads 1914 | 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 495 | PDF Downloads 587 | 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 492 | PDF Downloads 572 | DOI https://doi.org/10.36001/phme.2021.v6i1.2799
Page 7
Evaluating word representations in a technical language processing pipeline
Abstract 917 | PDF Downloads 1081 | 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 894 | PDF Downloads 484 | 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 861 | PDF Downloads 959 | DOI https://doi.org/10.36001/phme.2021.v6i1.2792
Page 9
Rapid Material Characterization using Smart Skin with functional Data Analysis
Abstract 650 | PDF Downloads 410 | DOI https://doi.org/10.36001/phme.2021.v6i1.2884
Page 7
Algorithmically Exploiting the Knowledge Accumulated in Textual Domains for Technical Support
Abstract 573 | PDF Downloads 461 | DOI https://doi.org/10.36001/phme.2021.v6i1.2900
Page 12
Multiple-Model Estimation-based Prognostics for Rotating Machinery
Abstract 573 | PDF Downloads 484 | 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 573 | PDF Downloads 470 | 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 685 | PDF Downloads 549 | DOI https://doi.org/10.36001/phme.2021.v6i1.2858
Page 12
Harmonic Drive Gear Failures in Industrial Robots Applications: An Overview
Abstract 4365 | PDF Downloads 6929 | 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 750 | PDF Downloads 1380 | 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 1539 | PDF Downloads 604 | 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 550 | PDF Downloads 410 | DOI https://doi.org/10.36001/phme.2021.v6i1.2886
Page 8
Bayesian Vehicle Fleet Survival Analysis based onWorkshop-Service Data
Abstract 632 | PDF Downloads 673 | DOI https://doi.org/10.36001/phme.2021.v6i1.2842
Page 9
A Probabilistic Similarity Based Modeling Approach for Turbomachine Fault Prediction
Abstract 538 | PDF Downloads 798 | 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 1279 | PDF Downloads 888 | 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 911 | PDF Downloads 964 | DOI https://doi.org/10.36001/phme.2021.v6i1.2899
Page 12
Domain Adaptations for Guided Wave SHM of Composites: Towards Fleet Monitoring
Abstract 439 | PDF Downloads 435 | 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 564 | PDF Downloads 925 | 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 2090 | PDF Downloads 1101 | 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 644 | PDF Downloads 544 | 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 609 | PDF Downloads 508 | DOI https://doi.org/10.36001/phme.2021.v6i1.2803
Page 10
Real-time Diagnosis Of Physical Failures Using Causation-based AI
Abstract 638 | PDF Downloads 522 | 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 503 | PDF Downloads 278 | DOI https://doi.org/10.36001/phme.2021.v6i1.2867
Page 10
Transfer Learning Approaches for Wind Turbine Fault Detection using Deep Learning
Abstract 1246 | PDF Downloads 700 | 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 873 | PDF Downloads 878 | DOI https://doi.org/10.36001/phme.2021.v6i1.2959
Page 11
Data Challenge Winners
Rule-based Diagnostics of a Production Line
Abstract 892 | PDF Downloads 720 | 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 804 | PDF Downloads 960 | 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 884 | PDF Downloads 663 | DOI https://doi.org/10.36001/phme.2021.v6i1.3039
Page 9
Fault Detection and Classification for Robotic Test-bench
Abstract 932 | PDF Downloads 559 | DOI https://doi.org/10.36001/phme.2021.v6i1.3040
Page 7