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 523 | PDF Downloads 420 | 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 318 | PDF Downloads 324 | 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 436 | PDF Downloads 292 | 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 604 | PDF Downloads 397 | DOI https://doi.org/10.36001/phme.2020.v5i1.1263
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A Process-based Review of Post-Prognostics Decision-Making
Abstract 569 | PDF Downloads 299 | 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 461 | PDF Downloads 342 | DOI https://doi.org/10.36001/phme.2020.v5i1.1236
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Agent-Based Optimization of Maintenance Planning for Railway Vehicles
Abstract 485 | PDF Downloads 262 | 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 311 | PDF Downloads 259 | DOI https://doi.org/10.36001/phme.2020.v5i1.1249
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An overview on diagnosability and prognosability for system monitoring
Abstract 573 | PDF Downloads 377 | 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 316 | PDF Downloads 587 | 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 577 | PDF Downloads 504 | 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 2963 | PDF Downloads 259 | 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 788 | PDF Downloads 547 | DOI https://doi.org/10.36001/phme.2020.v5i1.1211
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Data-driven Performance Fault Detection in Commercial Wind Turbines
Abstract 514 | PDF Downloads 522 | 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 706 | PDF Downloads 378 | 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 1054 | PDF Downloads 454 | 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 433 | PDF Downloads 947 | 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 12799 | PDF Downloads 329 | 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 257 | PDF Downloads 327 | 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 914 | PDF Downloads 804 | 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 411 | PDF Downloads 183 | 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 262 | PDF Downloads 264 | 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 3057 | PDF Downloads 5804 | 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 1114 | PDF Downloads 289 | 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 525 | PDF Downloads 908 | 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 260 | PDF Downloads 231 | DOI https://doi.org/10.36001/phme.2020.v5i1.1258
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Model based diagnosis in complex industrial systems: a methodology
Abstract 379 | PDF Downloads 333 | DOI https://doi.org/10.36001/phme.2020.v5i1.1174
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On Automatic Fault Diagnosis in Wind Turbine Condition Monitoring
Abstract 306 | PDF Downloads 272 | DOI https://doi.org/10.36001/phme.2020.v5i1.1251
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On Condition Monitoring of Wind Turbines without Speed Sensor
Abstract 837 | PDF Downloads 291 | 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 424 | PDF Downloads 327 | DOI https://doi.org/10.36001/phme.2020.v5i1.1241
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Opportunities for Explainable Artificial Intelligence in Aerospace Predictive Maintenance
Abstract 19793 | PDF Downloads 76909 | 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 2161 | PDF Downloads 291 | 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 719 | PDF Downloads 648 | DOI https://doi.org/10.36001/phme.2020.v5i1.1237
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Predictive Maintenance using Incipient Fault Detection
Abstract 225 | PDF Downloads 294 | DOI https://doi.org/10.36001/phme.2020.v5i1.1253
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Prognostics in Aeronautics with Deep Recurrent Neural Networks
Abstract 1772 | PDF Downloads 312 | 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 240 | PDF Downloads 220 | 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 397 | PDF Downloads 238 | 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 17322 | PDF Downloads 620 | 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 531 | PDF Downloads 347 | 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 437 | PDF Downloads 217 | DOI https://doi.org/10.36001/phme.2020.v5i1.1242
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Retargeting PHM tools: from industrial to medical field
Abstract 820 | PDF Downloads 246 | 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 544 | PDF Downloads 521 | 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 316 | PDF Downloads 582 | 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 692 | PDF Downloads 295 | DOI https://doi.org/10.36001/phme.2020.v5i1.1218
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Supervised Learning Using Quantum Technology
Abstract 1229 | PDF Downloads 592 | DOI https://doi.org/10.36001/phme.2020.v5i1.1275
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Towards Self-aware and Environment-aware Power Converters
Abstract 561 | PDF Downloads 394 | 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 1580 | PDF Downloads 496 | 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 335 | PDF Downloads 239 | 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 408 | PDF Downloads 437 | DOI https://doi.org/10.36001/phme.2020.v5i1.1202
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