Vol. 5 No. 1 (2020): Proceedings of the European Conference of the PHM Society 2020
Edited by:
Anibal Bregon
Kamal Medjaher
ISBN: 978-1-936263-32-5
Published: 2020-07-22
Technical Papers
A Contribution to Online System-level Prognostics based on Adaptive Degradation Models
Abstract 3250 | PDF Downloads 799 | DOI https://doi.org/10.36001/phme.2020.v5i1.1213
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A Dual-Stream architecture based on Neural Turing Machine and Attention for the Remaining Useful Life Estimation problem
Abstract 1052 | PDF Downloads 845 | DOI https://doi.org/10.36001/phme.2020.v5i1.1227
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A Novel Fault Indicator for Local Demagnetization in Fractional-Slot Permanent Magnet Synchronous Motor using Winding Function Theory
Abstract 3240 | PDF Downloads 696 | DOI https://doi.org/10.36001/phme.2020.v5i1.1240
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A Probabilistic Data-Driven Prognostic Methodology for Proton Exchange Membrane Fuel Cells
Abstract 3789 | PDF Downloads 722 | DOI https://doi.org/10.36001/phme.2020.v5i1.1263
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A Process-based Review of Post-Prognostics Decision-Making
Abstract 4283 | PDF Downloads 748 | DOI https://doi.org/10.36001/phme.2020.v5i1.1203
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A Proposal of a Technique for Correlating Defect Dimensions to Vibration Amplitude in Bearing Monitoring
Abstract 3142 | PDF Downloads 790 | DOI https://doi.org/10.36001/phme.2020.v5i1.1236
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Agent-Based Optimization of Maintenance Planning for Railway Vehicles
Abstract 3697 | PDF Downloads 643 | DOI https://doi.org/10.36001/phme.2020.v5i1.1248
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An Integrated Risk-Based Strategy for Real-Time Decision Making and Mission Reconfiguration in Unmanned Aerial Vehicles
Abstract 852 | PDF Downloads 623 | DOI https://doi.org/10.36001/phme.2020.v5i1.1249
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An overview on diagnosability and prognosability for system monitoring
Abstract 4090 | PDF Downloads 819 | DOI https://doi.org/10.36001/phme.2020.v5i1.1235
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Application of AI failure identification techniques in condition monitoring using wavelet analysis
Abstract 963 | PDF Downloads 1020 | DOI https://doi.org/10.36001/phme.2020.v5i1.1255
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Classification of stages of wear in spur gears based on wear debris morphology
Abstract 4337 | PDF Downloads 1285 | DOI https://doi.org/10.36001/phme.2020.v5i1.1239
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Condition Monitoring of a Paper Feeding Mechanism Using Model-of-Signals as Machine Learning Features
Abstract 6107 | PDF Downloads 614 | DOI https://doi.org/10.36001/phme.2020.v5i1.1224
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Data-driven fault diagnosis of bogie suspension components with on- board acoustic sensors
Abstract 3761 | PDF Downloads 1284 | DOI https://doi.org/10.36001/phme.2020.v5i1.1211
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Data-driven Performance Fault Detection in Commercial Wind Turbines
Abstract 1032 | PDF Downloads 1333 | DOI https://doi.org/10.36001/phme.2020.v5i1.1276
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Diagnostics of seal and rod degradation in hydraulic cylinders using acoustic emissions
Abstract 1308 | PDF Downloads 775 | DOI https://doi.org/10.36001/phme.2020.v5i1.1173
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Early Fault Detection Based on Wind Turbine SCADA Data Using Convolutional Neural Networks
Abstract 4720 | PDF Downloads 1114 | DOI https://doi.org/10.36001/phme.2020.v5i1.1217
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Engine Load Prediction during Take-Off for the V2500 Engine
Abstract 942 | PDF Downloads 1474 | DOI https://doi.org/10.36001/phme.2020.v5i1.1214
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Estimation of Health Indicators using Advanced Analytics for Prediction of Aircraft Systems Remaining Useful Lifetime
Abstract 17502 | PDF Downloads 697 | DOI https://doi.org/10.36001/phme.2020.v5i1.1226
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Evaluation of time series forecasting approaches for the reliable crack length prediction of riveted aluminium plates given insufficient data
Abstract 737 | PDF Downloads 745 | DOI https://doi.org/10.36001/phme.2020.v5i1.1221
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Fault Diagnosis and Prognosis of a Brushless DC motor using a Model-based Approach
Abstract 4552 | PDF Downloads 1837 | DOI https://doi.org/10.36001/phme.2020.v5i1.1257
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Fleet-based System Health Assessment: Reasoning about Change and Differences
Abstract 3741 | PDF Downloads 578 | DOI https://doi.org/10.36001/phme.2020.v5i1.1223
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Hybrid Fault Prognosis for Excitation Capacitors of Self-Excited Induction Generator for Wind Energy Applications
Abstract 677 | PDF Downloads 889 | DOI https://doi.org/10.36001/phme.2020.v5i1.1201
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Identifying NOx Sensor Failure for Predictive Maintenance of Diesel Engines using Explainable AI
Abstract 6515 | PDF Downloads 7266 | DOI https://doi.org/10.36001/phme.2020.v5i1.1267
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In-depth Feature Selection for PHM System's Feasibility Study for Helicopters' Main and Tail Rotor Actuators
Abstract 4489 | PDF Downloads 609 | DOI https://doi.org/10.36001/phme.2020.v5i1.1222
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Machine Learning Interpretability Techniques for Outage Prediction: A Comparative Study
Abstract 1283 | PDF Downloads 1259 | DOI https://doi.org/10.36001/phme.2020.v5i1.1244
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Model-based Prognosis Approach using a Zonotopic Kalman Filter with Application to a Wind Turbine
Abstract 766 | PDF Downloads 547 | DOI https://doi.org/10.36001/phme.2020.v5i1.1258
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Model based diagnosis in complex industrial systems: a methodology
Abstract 872 | PDF Downloads 851 | DOI https://doi.org/10.36001/phme.2020.v5i1.1174
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On Automatic Fault Diagnosis in Wind Turbine Condition Monitoring
Abstract 1068 | PDF Downloads 546 | DOI https://doi.org/10.36001/phme.2020.v5i1.1251
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On Condition Monitoring of Wind Turbines without Speed Sensor
Abstract 3670 | PDF Downloads 644 | DOI https://doi.org/10.36001/phme.2020.v5i1.1246
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On the use of PCA for Diagnostics via Novelty Detection: interpretation, practical application notes and recommendation for use
Abstract 3322 | PDF Downloads 767 | DOI https://doi.org/10.36001/phme.2020.v5i1.1241
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Opportunities for Explainable Artificial Intelligence in Aerospace Predictive Maintenance
Abstract 23465 | PDF Downloads 78197 | DOI https://doi.org/10.36001/phme.2020.v5i1.1231
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Optimized Maintenance Decision-Making – A Simulation-supported Prescriptive Analytics Approach based on Probabilistic Cost-Benefit Analysis
Abstract 5450 | PDF Downloads 799 | DOI https://doi.org/10.36001/phme.2020.v5i1.1269
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Predicting RUL of Bearings in the Pumps of a Critical Industrial Air Treatment System
Abstract 3871 | PDF Downloads 1200 | DOI https://doi.org/10.36001/phme.2020.v5i1.1237
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Predictive Maintenance using Incipient Fault Detection
Abstract 711 | PDF Downloads 633 | DOI https://doi.org/10.36001/phme.2020.v5i1.1253
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Prognostics in Aeronautics with Deep Recurrent Neural Networks
Abstract 5200 | PDF Downloads 738 | DOI https://doi.org/10.36001/phme.2020.v5i1.1230
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Post-prognostics decision making for a two-stacks fuel cell system based on a load-dependent deterioration model
Abstract 735 | PDF Downloads 581 | DOI https://doi.org/10.36001/phme.2020.v5i1.1270
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Rapid Diagnosis of Induction Motor Electrical Faults using Convolutional Autoencoder Feature Extraction
Abstract 3254 | PDF Downloads 501 | DOI https://doi.org/10.36001/phme.2020.v5i1.1247
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Remaining Useful Life Estimation in Aircraft Components with Federated Learning
Abstract 21860 | PDF Downloads 1054 | DOI https://doi.org/10.36001/phme.2020.v5i1.1228
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Remaining Useful Lifetime estimation for Electronic Power modules using an analytical degradation model
Abstract 3842 | PDF Downloads 676 | DOI https://doi.org/10.36001/phme.2020.v5i1.1238
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Repairable System Analysis of the Radioactive Ventilation Gas Monitors at CERN from Field Data
Abstract 3267 | PDF Downloads 494 | DOI https://doi.org/10.36001/phme.2020.v5i1.1242
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Retargeting PHM tools: from industrial to medical field
Abstract 2058 | PDF Downloads 640 | DOI https://doi.org/10.36001/phme.2020.v5i1.1232
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RUL Predict of IGBT Based on DeepAR Using Transient Switch Features
Abstract 3536 | PDF Downloads 1202 | DOI https://doi.org/10.36001/phme.2020.v5i1.1234
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Sensitivity Analysis of Online Oil Quality Monitoring for Early Detection of Water Ingress in Marine Propulsion Systems
Abstract 3099 | PDF Downloads 1292 | DOI https://doi.org/10.36001/phme.2020.v5i1.1268
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Streaming-based feature extraction and clustering for condition detection in dynamic environments: an industrial case
Abstract 3988 | PDF Downloads 659 | DOI https://doi.org/10.36001/phme.2020.v5i1.1218
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Supervised Learning Using Quantum Technology
Abstract 4482 | PDF Downloads 1007 | DOI https://doi.org/10.36001/phme.2020.v5i1.1275
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Towards Self-aware and Environment-aware Power Converters
Abstract 3408 | PDF Downloads 988 | DOI https://doi.org/10.36001/phme.2020.v5i1.1220
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Unsupervised Domain Adaptation based Remaining Useful Life Prediction of Rolling Element Bearings
Abstract 5922 | PDF Downloads 804 | DOI https://doi.org/10.36001/phme.2020.v5i1.1208
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Unsupervised Ranking of Outliers in Wind Turbines via Isolation Forest with Dictionary Learning
Abstract 842 | PDF Downloads 511 | DOI https://doi.org/10.36001/phme.2020.v5i1.1164
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Wear monitoring of journal bearings with acoustic emission under different operating conditions
Abstract 1060 | PDF Downloads 901 | DOI https://doi.org/10.36001/phme.2020.v5i1.1202
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