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 2778 | PDF Downloads 759 | 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 962 | PDF Downloads 802 | 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 2881 | PDF Downloads 640 | 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 3327 | PDF Downloads 685 | DOI https://doi.org/10.36001/phme.2020.v5i1.1263
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A Process-based Review of Post-Prognostics Decision-Making
Abstract 3788 | PDF Downloads 681 | 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 2754 | PDF Downloads 732 | DOI https://doi.org/10.36001/phme.2020.v5i1.1236
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Agent-Based Optimization of Maintenance Planning for Railway Vehicles
Abstract 3306 | PDF Downloads 602 | 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 764 | PDF Downloads 594 | DOI https://doi.org/10.36001/phme.2020.v5i1.1249
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An overview on diagnosability and prognosability for system monitoring
Abstract 3681 | PDF Downloads 774 | 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 885 | PDF Downloads 964 | 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 3865 | PDF Downloads 1223 | 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 5731 | PDF Downloads 584 | 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 3357 | PDF Downloads 1080 | DOI https://doi.org/10.36001/phme.2020.v5i1.1211
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Data-driven Performance Fault Detection in Commercial Wind Turbines
Abstract 943 | PDF Downloads 1251 | 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 1253 | PDF Downloads 731 | 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 4306 | PDF Downloads 978 | 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 861 | PDF Downloads 1438 | 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 17173 | PDF Downloads 664 | 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 652 | PDF Downloads 712 | 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 4101 | PDF Downloads 1763 | 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 3390 | PDF Downloads 470 | 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 626 | PDF Downloads 852 | 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 6074 | PDF Downloads 7127 | 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 4166 | PDF Downloads 571 | 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 1186 | PDF Downloads 1219 | 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 688 | PDF Downloads 511 | DOI https://doi.org/10.36001/phme.2020.v5i1.1258
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Model based diagnosis in complex industrial systems: a methodology
Abstract 815 | PDF Downloads 795 | DOI https://doi.org/10.36001/phme.2020.v5i1.1174
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On Automatic Fault Diagnosis in Wind Turbine Condition Monitoring
Abstract 933 | PDF Downloads 516 | DOI https://doi.org/10.36001/phme.2020.v5i1.1251
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On Condition Monitoring of Wind Turbines without Speed Sensor
Abstract 3316 | PDF Downloads 601 | 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 2768 | PDF Downloads 720 | DOI https://doi.org/10.36001/phme.2020.v5i1.1241
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Opportunities for Explainable Artificial Intelligence in Aerospace Predictive Maintenance
Abstract 22871 | PDF Downloads 78088 | 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 4916 | PDF Downloads 729 | 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 3403 | PDF Downloads 1075 | DOI https://doi.org/10.36001/phme.2020.v5i1.1237
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Predictive Maintenance using Incipient Fault Detection
Abstract 619 | PDF Downloads 595 | DOI https://doi.org/10.36001/phme.2020.v5i1.1253
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Prognostics in Aeronautics with Deep Recurrent Neural Networks
Abstract 4799 | PDF Downloads 695 | 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 667 | PDF Downloads 541 | 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 2749 | PDF Downloads 468 | 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 21333 | PDF Downloads 1018 | 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 3359 | PDF Downloads 638 | 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 2778 | PDF Downloads 452 | DOI https://doi.org/10.36001/phme.2020.v5i1.1242
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Retargeting PHM tools: from industrial to medical field
Abstract 1978 | PDF Downloads 598 | 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 3064 | PDF Downloads 1044 | 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 2679 | PDF Downloads 1155 | 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 3656 | PDF Downloads 626 | DOI https://doi.org/10.36001/phme.2020.v5i1.1218
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Supervised Learning Using Quantum Technology
Abstract 4055 | PDF Downloads 967 | DOI https://doi.org/10.36001/phme.2020.v5i1.1275
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Towards Self-aware and Environment-aware Power Converters
Abstract 2935 | PDF Downloads 922 | 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 5443 | PDF Downloads 765 | 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 784 | PDF Downloads 471 | 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 988 | PDF Downloads 840 | DOI https://doi.org/10.36001/phme.2020.v5i1.1202
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