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 3807 | PDF Downloads 879 | 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 1138 | PDF Downloads 934 | 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 3859 | PDF Downloads 782 | 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 4473 | PDF Downloads 833 | DOI https://doi.org/10.36001/phme.2020.v5i1.1263
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A Process-based Review of Post-Prognostics Decision-Making
Abstract 4910 | PDF Downloads 852 | 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 3737 | PDF Downloads 894 | DOI https://doi.org/10.36001/phme.2020.v5i1.1236
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Agent-Based Optimization of Maintenance Planning for Railway Vehicles
Abstract 4278 | PDF Downloads 731 | 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 933 | PDF Downloads 710 | DOI https://doi.org/10.36001/phme.2020.v5i1.1249
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An overview on diagnosability and prognosability for system monitoring
Abstract 4771 | PDF Downloads 904 | 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 1032 | PDF Downloads 1106 | 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 4932 | PDF Downloads 1387 | 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 6773 | PDF Downloads 711 | 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 4352 | PDF Downloads 1371 | DOI https://doi.org/10.36001/phme.2020.v5i1.1211
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Data-driven Performance Fault Detection in Commercial Wind Turbines
Abstract 1088 | PDF Downloads 1472 | 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 1381 | PDF Downloads 833 | 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 5361 | PDF Downloads 1199 | 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 1006 | PDF Downloads 1548 | 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 18081 | PDF Downloads 775 | 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 796 | PDF Downloads 825 | 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 5072 | PDF Downloads 1933 | 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 4302 | PDF Downloads 659 | 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 734 | PDF Downloads 971 | 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 7143 | PDF Downloads 7395 | 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 5202 | PDF Downloads 679 | 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 1358 | PDF Downloads 1318 | 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 841 | PDF Downloads 608 | DOI https://doi.org/10.36001/phme.2020.v5i1.1258
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Model based diagnosis in complex industrial systems: a methodology
Abstract 933 | PDF Downloads 946 | DOI https://doi.org/10.36001/phme.2020.v5i1.1174
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On Automatic Fault Diagnosis in Wind Turbine Condition Monitoring
Abstract 1214 | PDF Downloads 630 | DOI https://doi.org/10.36001/phme.2020.v5i1.1251
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On Condition Monitoring of Wind Turbines without Speed Sensor
Abstract 4171 | PDF Downloads 731 | 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 3898 | PDF Downloads 939 | DOI https://doi.org/10.36001/phme.2020.v5i1.1241
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Opportunities for Explainable Artificial Intelligence in Aerospace Predictive Maintenance
Abstract 24103 | PDF Downloads 78330 | 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 6072 | PDF Downloads 925 | 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 4552 | PDF Downloads 1309 | DOI https://doi.org/10.36001/phme.2020.v5i1.1237
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Predictive Maintenance using Incipient Fault Detection
Abstract 769 | PDF Downloads 698 | DOI https://doi.org/10.36001/phme.2020.v5i1.1253
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Prognostics in Aeronautics with Deep Recurrent Neural Networks
Abstract 5845 | PDF Downloads 830 | 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 802 | PDF Downloads 653 | 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 3930 | PDF Downloads 588 | 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 22474 | PDF Downloads 1144 | 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 4453 | PDF Downloads 754 | 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 3796 | PDF Downloads 583 | DOI https://doi.org/10.36001/phme.2020.v5i1.1242
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Retargeting PHM tools: from industrial to medical field
Abstract 2204 | PDF Downloads 718 | 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 4128 | PDF Downloads 1267 | 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 3626 | PDF Downloads 1381 | 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 4538 | PDF Downloads 755 | DOI https://doi.org/10.36001/phme.2020.v5i1.1218
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Supervised Learning Using Quantum Technology
Abstract 5093 | PDF Downloads 1095 | DOI https://doi.org/10.36001/phme.2020.v5i1.1275
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Towards Self-aware and Environment-aware Power Converters
Abstract 3881 | PDF Downloads 1086 | 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 6662 | PDF Downloads 891 | 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 911 | PDF Downloads 563 | 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 1155 | PDF Downloads 994 | DOI https://doi.org/10.36001/phme.2020.v5i1.1202
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