Vol. 5 No. 1 (2020): Proceedings of the European Conference of the PHM Society 2020
Technical Papers
A Contribution to Online System-level Prognostics based on Adaptive Degradation Models
Abstract 658 | PDF Downloads 486 | DOI https://doi.org/10.36001/phme.2020.v5i1.1213
Page 9
A Dual-Stream architecture based on Neural Turing Machine and Attention for the Remaining Useful Life Estimation problem
Abstract 394 | PDF Downloads 385 | DOI https://doi.org/10.36001/phme.2020.v5i1.1227
Page 10
A Novel Fault Indicator for Local Demagnetization in Fractional-Slot Permanent Magnet Synchronous Motor using Winding Function Theory
Abstract 635 | PDF Downloads 351 | DOI https://doi.org/10.36001/phme.2020.v5i1.1240
Page 6
A Probabilistic Data-Driven Prognostic Methodology for Proton Exchange Membrane Fuel Cells
Abstract 861 | PDF Downloads 443 | DOI https://doi.org/10.36001/phme.2020.v5i1.1263
Page 13
A Process-based Review of Post-Prognostics Decision-Making
Abstract 787 | PDF Downloads 350 | DOI https://doi.org/10.36001/phme.2020.v5i1.1203
Page 12
A Proposal of a Technique for Correlating Defect Dimensions to Vibration Amplitude in Bearing Monitoring
Abstract 609 | PDF Downloads 384 | DOI https://doi.org/10.36001/phme.2020.v5i1.1236
Page 14
Agent-Based Optimization of Maintenance Planning for Railway Vehicles
Abstract 727 | PDF Downloads 304 | DOI https://doi.org/10.36001/phme.2020.v5i1.1248
Page 9
An Integrated Risk-Based Strategy for Real-Time Decision Making and Mission Reconfiguration in Unmanned Aerial Vehicles
Abstract 360 | PDF Downloads 297 | DOI https://doi.org/10.36001/phme.2020.v5i1.1249
Page 9
An overview on diagnosability and prognosability for system monitoring
Abstract 868 | PDF Downloads 426 | DOI https://doi.org/10.36001/phme.2020.v5i1.1235
Page 11
Application of AI failure identification techniques in condition monitoring using wavelet analysis
Abstract 368 | PDF Downloads 646 | DOI https://doi.org/10.36001/phme.2020.v5i1.1255
Page 12
Classification of stages of wear in spur gears based on wear debris morphology
Abstract 821 | PDF Downloads 590 | DOI https://doi.org/10.36001/phme.2020.v5i1.1239
Page 9
Condition Monitoring of a Paper Feeding Mechanism Using Model-of-Signals as Machine Learning Features
Abstract 3182 | PDF Downloads 314 | DOI https://doi.org/10.36001/phme.2020.v5i1.1224
Page 10
Data-driven fault diagnosis of bogie suspension components with on- board acoustic sensors
Abstract 974 | PDF Downloads 610 | DOI https://doi.org/10.36001/phme.2020.v5i1.1211
Page 13
Data-driven Performance Fault Detection in Commercial Wind Turbines
Abstract 556 | PDF Downloads 623 | DOI https://doi.org/10.36001/phme.2020.v5i1.1276
Page 7
Diagnostics of seal and rod degradation in hydraulic cylinders using acoustic emissions
Abstract 764 | PDF Downloads 438 | DOI https://doi.org/10.36001/phme.2020.v5i1.1173
Page 8
Early Fault Detection Based on Wind Turbine SCADA Data Using Convolutional Neural Networks
Abstract 1264 | PDF Downloads 503 | DOI https://doi.org/10.36001/phme.2020.v5i1.1217
Page 9
Engine Load Prediction during Take-Off for the V2500 Engine
Abstract 492 | PDF Downloads 1041 | DOI https://doi.org/10.36001/phme.2020.v5i1.1214
Page 12
Estimation of Health Indicators using Advanced Analytics for Prediction of Aircraft Systems Remaining Useful Lifetime
Abstract 14218 | PDF Downloads 375 | DOI https://doi.org/10.36001/phme.2020.v5i1.1226
Page 10
Evaluation of time series forecasting approaches for the reliable crack length prediction of riveted aluminium plates given insufficient data
Abstract 309 | PDF Downloads 414 | DOI https://doi.org/10.36001/phme.2020.v5i1.1221
Page 11
Fault Diagnosis and Prognosis of a Brushless DC motor using a Model-based Approach
Abstract 1281 | PDF Downloads 982 | DOI https://doi.org/10.36001/phme.2020.v5i1.1257
Page 9
Fleet-based System Health Assessment: Reasoning about Change and Differences
Abstract 587 | PDF Downloads 214 | DOI https://doi.org/10.36001/phme.2020.v5i1.1223
Page 11
Hybrid Fault Prognosis for Excitation Capacitors of Self-Excited Induction Generator for Wind Energy Applications
Abstract 299 | PDF Downloads 311 | DOI https://doi.org/10.36001/phme.2020.v5i1.1201
Page 8
Identifying NOx Sensor Failure for Predictive Maintenance of Diesel Engines using Explainable AI
Abstract 3481 | PDF Downloads 6122 | DOI https://doi.org/10.36001/phme.2020.v5i1.1267
Page 11
In-depth Feature Selection for PHM System's Feasibility Study for Helicopters' Main and Tail Rotor Actuators
Abstract 1337 | PDF Downloads 326 | DOI https://doi.org/10.36001/phme.2020.v5i1.1222
Page 9
Machine Learning Interpretability Techniques for Outage Prediction: A Comparative Study
Abstract 647 | PDF Downloads 947 | DOI https://doi.org/10.36001/phme.2020.v5i1.1244
Page 10
Model-based Prognosis Approach using a Zonotopic Kalman Filter with Application to a Wind Turbine
Abstract 312 | PDF Downloads 270 | DOI https://doi.org/10.36001/phme.2020.v5i1.1258
Page 9
Model based diagnosis in complex industrial systems: a methodology
Abstract 442 | PDF Downloads 420 | DOI https://doi.org/10.36001/phme.2020.v5i1.1174
Page 8
On Automatic Fault Diagnosis in Wind Turbine Condition Monitoring
Abstract 349 | PDF Downloads 301 | DOI https://doi.org/10.36001/phme.2020.v5i1.1251
Page 8
On Condition Monitoring of Wind Turbines without Speed Sensor
Abstract 1095 | PDF Downloads 333 | DOI https://doi.org/10.36001/phme.2020.v5i1.1246
Page 7
On the use of PCA for Diagnostics via Novelty Detection: interpretation, practical application notes and recommendation for use
Abstract 601 | PDF Downloads 384 | DOI https://doi.org/10.36001/phme.2020.v5i1.1241
Page 13
Opportunities for Explainable Artificial Intelligence in Aerospace Predictive Maintenance
Abstract 20308 | PDF Downloads 77160 | DOI https://doi.org/10.36001/phme.2020.v5i1.1231
Page 11
Optimized Maintenance Decision-Making – A Simulation-supported Prescriptive Analytics Approach based on Probabilistic Cost-Benefit Analysis
Abstract 2393 | PDF Downloads 339 | DOI https://doi.org/10.36001/phme.2020.v5i1.1269
Page 14
Predicting RUL of Bearings in the Pumps of a Critical Industrial Air Treatment System
Abstract 996 | PDF Downloads 688 | DOI https://doi.org/10.36001/phme.2020.v5i1.1237
Page 12
Predictive Maintenance using Incipient Fault Detection
Abstract 252 | PDF Downloads 333 | DOI https://doi.org/10.36001/phme.2020.v5i1.1253
Page 7
Prognostics in Aeronautics with Deep Recurrent Neural Networks
Abstract 2047 | PDF Downloads 353 | DOI https://doi.org/10.36001/phme.2020.v5i1.1230
Page 11
Post-prognostics decision making for a two-stacks fuel cell system based on a load-dependent deterioration model
Abstract 266 | PDF Downloads 250 | DOI https://doi.org/10.36001/phme.2020.v5i1.1270
Page 9
Rapid Diagnosis of Induction Motor Electrical Faults using Convolutional Autoencoder Feature Extraction
Abstract 647 | PDF Downloads 258 | DOI https://doi.org/10.36001/phme.2020.v5i1.1247
Page 10
Remaining Useful Life Estimation in Aircraft Components with Federated Learning
Abstract 17780 | PDF Downloads 678 | DOI https://doi.org/10.36001/phme.2020.v5i1.1228
Page 9
Remaining Useful Lifetime estimation for Electronic Power modules using an analytical degradation model
Abstract 681 | PDF Downloads 378 | DOI https://doi.org/10.36001/phme.2020.v5i1.1238
Page 10
Repairable System Analysis of the Radioactive Ventilation Gas Monitors at CERN from Field Data
Abstract 636 | PDF Downloads 243 | DOI https://doi.org/10.36001/phme.2020.v5i1.1242
Page 8
Retargeting PHM tools: from industrial to medical field
Abstract 1053 | PDF Downloads 270 | DOI https://doi.org/10.36001/phme.2020.v5i1.1232
Page 7
RUL Predict of IGBT Based on DeepAR Using Transient Switch Features
Abstract 780 | PDF Downloads 594 | DOI https://doi.org/10.36001/phme.2020.v5i1.1234
Page 11
Sensitivity Analysis of Online Oil Quality Monitoring for Early Detection of Water Ingress in Marine Propulsion Systems
Abstract 488 | PDF Downloads 632 | DOI https://doi.org/10.36001/phme.2020.v5i1.1268
Page 10
Streaming-based feature extraction and clustering for condition detection in dynamic environments: an industrial case
Abstract 935 | PDF Downloads 329 | DOI https://doi.org/10.36001/phme.2020.v5i1.1218
Page 14
Supervised Learning Using Quantum Technology
Abstract 1513 | PDF Downloads 628 | DOI https://doi.org/10.36001/phme.2020.v5i1.1275
Page 7
Towards Self-aware and Environment-aware Power Converters
Abstract 846 | PDF Downloads 423 | DOI https://doi.org/10.36001/phme.2020.v5i1.1220
Page 13
Unsupervised Domain Adaptation based Remaining Useful Life Prediction of Rolling Element Bearings
Abstract 2004 | PDF Downloads 528 | DOI https://doi.org/10.36001/phme.2020.v5i1.1208
Page 10
Unsupervised Ranking of Outliers in Wind Turbines via Isolation Forest with Dictionary Learning
Abstract 398 | PDF Downloads 269 | DOI https://doi.org/10.36001/phme.2020.v5i1.1164
Page 9
Wear monitoring of journal bearings with acoustic emission under different operating conditions
Abstract 479 | PDF Downloads 477 | DOI https://doi.org/10.36001/phme.2020.v5i1.1202
Page 8