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 3472 | PDF Downloads 826 | 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 1081 | PDF Downloads 865 | 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 3406 | PDF Downloads 712 | 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 4029 | PDF Downloads 745 | DOI https://doi.org/10.36001/phme.2020.v5i1.1263
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A Process-based Review of Post-Prognostics Decision-Making
Abstract 4512 | PDF Downloads 778 | 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 3340 | PDF Downloads 819 | DOI https://doi.org/10.36001/phme.2020.v5i1.1236
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Agent-Based Optimization of Maintenance Planning for Railway Vehicles
Abstract 3882 | PDF Downloads 665 | 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 886 | PDF Downloads 646 | DOI https://doi.org/10.36001/phme.2020.v5i1.1249
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An overview on diagnosability and prognosability for system monitoring
Abstract 4325 | PDF Downloads 844 | 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 992 | PDF Downloads 1055 | 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 4537 | PDF Downloads 1322 | 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 6337 | PDF Downloads 642 | 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 3994 | PDF Downloads 1311 | DOI https://doi.org/10.36001/phme.2020.v5i1.1211
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Data-driven Performance Fault Detection in Commercial Wind Turbines
Abstract 1050 | PDF Downloads 1375 | 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 1337 | PDF Downloads 795 | 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 5005 | PDF Downloads 1144 | 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 968 | PDF Downloads 1493 | 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 17777 | PDF Downloads 720 | 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 757 | PDF Downloads 772 | 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 4748 | PDF Downloads 1867 | 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 3916 | PDF Downloads 613 | 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 701 | PDF Downloads 903 | 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 6712 | PDF Downloads 7319 | 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 4770 | PDF Downloads 633 | 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 1311 | PDF Downloads 1280 | 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 792 | PDF Downloads 569 | DOI https://doi.org/10.36001/phme.2020.v5i1.1258
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Model based diagnosis in complex industrial systems: a methodology
Abstract 894 | PDF Downloads 884 | DOI https://doi.org/10.36001/phme.2020.v5i1.1174
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On Automatic Fault Diagnosis in Wind Turbine Condition Monitoring
Abstract 1121 | PDF Downloads 573 | DOI https://doi.org/10.36001/phme.2020.v5i1.1251
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On Condition Monitoring of Wind Turbines without Speed Sensor
Abstract 3856 | PDF Downloads 663 | 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 3579 | PDF Downloads 808 | DOI https://doi.org/10.36001/phme.2020.v5i1.1241
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Opportunities for Explainable Artificial Intelligence in Aerospace Predictive Maintenance
Abstract 23720 | PDF Downloads 78250 | 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 5661 | PDF Downloads 834 | 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 4105 | PDF Downloads 1226 | DOI https://doi.org/10.36001/phme.2020.v5i1.1237
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Predictive Maintenance using Incipient Fault Detection
Abstract 742 | PDF Downloads 664 | DOI https://doi.org/10.36001/phme.2020.v5i1.1253
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Prognostics in Aeronautics with Deep Recurrent Neural Networks
Abstract 5430 | PDF Downloads 759 | 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 761 | PDF Downloads 602 | 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 3511 | PDF Downloads 529 | 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 22060 | PDF Downloads 1076 | 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 4106 | PDF Downloads 697 | 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 3420 | PDF Downloads 519 | DOI https://doi.org/10.36001/phme.2020.v5i1.1242
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Retargeting PHM tools: from industrial to medical field
Abstract 2091 | PDF Downloads 665 | 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 3751 | PDF Downloads 1223 | 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 3305 | PDF Downloads 1328 | 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 4178 | PDF Downloads 690 | DOI https://doi.org/10.36001/phme.2020.v5i1.1218
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Supervised Learning Using Quantum Technology
Abstract 4707 | PDF Downloads 1035 | DOI https://doi.org/10.36001/phme.2020.v5i1.1275
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Towards Self-aware and Environment-aware Power Converters
Abstract 3581 | PDF Downloads 1017 | 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 6263 | PDF Downloads 836 | 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 864 | PDF Downloads 525 | 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 1094 | PDF Downloads 927 | DOI https://doi.org/10.36001/phme.2020.v5i1.1202
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