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 181 | PDF Downloads 201
Page 9
A Dual-Stream architecture based on Neural Turing Machine and Attention for the Remaining Useful Life Estimation problem
Abstract 103 | PDF Downloads 125
Page 10
A Novel Fault Indicator for Local Demagnetization in Fractional-Slot Permanent Magnet Synchronous Motor using Winding Function Theory
Abstract 78 | PDF Downloads 98
Page 6
A Probabilistic Data-Driven Prognostic Methodology for Proton Exchange Membrane Fuel Cells
Abstract 92 | PDF Downloads 169
Page 13
A Process-based Review of Post-Prognostics Decision-Making
Abstract 82 | PDF Downloads 117
Page 12
A Proposal of a Technique for Correlating Defect Dimensions to Vibration Amplitude in Bearing Monitoring
Abstract 116 | PDF Downloads 129
Page 14
Agent-Based Optimization of Maintenance Planning for Railway Vehicles
Abstract 75 | PDF Downloads 93
Page 9
An Integrated Risk-Based Strategy for Real-Time Decision Making and Mission Reconfiguration in Unmanned Aerial Vehicles
Abstract 116 | PDF Downloads 106
Page 9
An overview on diagnosability and prognosability for system monitoring
Abstract 124 | PDF Downloads 153
Page 11
Application of AI failure identification techniques in condition monitoring using wavelet analysis
Abstract 97 | PDF Downloads 138
Page 12
Classification of stages of wear in spur gears based on wear debris morphology
Abstract 90 | PDF Downloads 99
Page 9
Condition Monitoring of a Paper Feeding Mechanism Using Model-of-Signals as Machine Learning Features
Abstract 173 | PDF Downloads 115
Page 10
Condition Monitoring System for Internal Blowout Prevention (IBOP) in Top Drive Assembly System using Discrete Event Systems and Deep Learning Approaches
Abstract 93 | PDF Downloads 219
Page 9
Data-driven fault diagnosis of bogie suspension components with on- board acoustic sensors
Abstract 86 | PDF Downloads 165
Page 13
Data-driven Performance Fault Detection in Commercial Wind Turbines
Abstract 164 | PDF Downloads 167
Page 7
Diagnostics of seal and rod degradation in hydraulic cylinders using acoustic emissions
Abstract 86 | PDF Downloads 89
Page 8
Early Fault Detection Based on Wind Turbine SCADA Data Using Convolutional Neural Networks
Abstract 303 | PDF Downloads 200
Page 9
Engine Load Prediction during Take-Off for the V2500 Engine
Abstract 115 | PDF Downloads 207
Page 12
Estimation of Health Indicators using Advanced Analytics for Prediction of Aircraft Systems Remaining Useful Lifetime
Abstract 181 | PDF Downloads 131
Page 10
Evaluation of time series forecasting approaches for the reliable crack length prediction of riveted aluminium plates given insufficient data
Abstract 93 | PDF Downloads 116
Page 11
Fault Diagnosis and Prognosis of a Brushless DC motor using a Model-based Approach
Abstract 145 | PDF Downloads 149
Page 9
Fleet-based System Health Assessment: Reasoning about Change and Differences
Abstract 66 | PDF Downloads 81
Page 11
Hybrid Fault Prognosis for Excitation Capacitors of Self-Excited Induction Generator for Wind Energy Applications
Abstract 117 | PDF Downloads 114
Page 8
Identifying NOx Sensor Failure for Predictive Maintenance of Diesel Engines using Explainable AI
Abstract 343 | PDF Downloads 3120
Page 11
In-depth Feature Selection for PHM System's Feasibility Study for Helicopters' Main and Tail Rotor Actuators
Abstract 107 | PDF Downloads 99
Page 9
Machine Learning Interpretability Techniques for Outage Prediction: A Comparative Study
Abstract 153 | PDF Downloads 222
Page 10
Model-based Prognosis Approach using a Zonotopic Kalman Filter with Application to a Wind Turbine
Abstract 96 | PDF Downloads 96
Page 9
Model based diagnosis in complex industrial systems: a methodology
Abstract 97 | PDF Downloads 120
Page 8
On Automatic Fault Diagnosis in Wind Turbine Condition Monitoring
Abstract 91 | PDF Downloads 111
Page 8
On Condition Monitoring of Wind Turbines without Speed Sensor
Abstract 86 | PDF Downloads 104
Page 7
On the use of PCA for Diagnostics via Novelty Detection: interpretation, practical application notes and recommendation for use
Abstract 83 | PDF Downloads 101
Page 13
Opportunities for Explainable Artificial Intelligence in Aerospace Predictive Maintenance
Abstract 1205 | PDF Downloads 33247
Page 11
Optimized Maintenance Decision-Making – A Simulation-supported Prescriptive Analytics Approach based on Probabilistic Cost-Benefit Analysis
Abstract 82 | PDF Downloads 119
Page 14
Predicting RUL of Bearings in the Pumps of a Critical Industrial Air Treatment System
Abstract 149 | PDF Downloads 186
Page 12
Prognostics in Aeronautics with Deep Recurrent Neural Networks
Abstract 94 | PDF Downloads 132
Page 11
Post-prognostics decision making for a two-stacks fuel cell system based on a load-dependent deterioration model
Abstract 73 | PDF Downloads 78
Page 9
Rapid Diagnosis of Induction Motor Electrical Faults using Convolutional Autoencoder Feature Extraction
Abstract 81 | PDF Downloads 93
Page 10
Remaining Useful Life Estimation in Aircraft Components with Federated Learning
Abstract 275 | PDF Downloads 125
Page 9
Remaining Useful Lifetime estimation for Electronic Power modules using an analytical degradation model
Abstract 106 | PDF Downloads 170
Page 10
Repairable System Analysis of the Radioactive Ventilation Gas Monitors at CERN from Field Data
Abstract 96 | PDF Downloads 78
Page 8
RUL Predict of IGBT Based on DeepAR Using Transient Switch Features
Abstract 88 | PDF Downloads 112
Page 11
Sensitivity Analysis of Online Oil Quality Monitoring for Early Detection of Water Ingress in Marine Propulsion Systems
Abstract 76 | PDF Downloads 117
Page 10
Streaming-based feature extraction and clustering for condition detection in dynamic environments: an industrial case
Abstract 71 | PDF Downloads 73
Page 14
Towards Self-aware and Environment-aware Power Converters
Abstract 83 | PDF Downloads 89
Page 13
Unsupervised Domain Adaptation based Remaining Useful Life Prediction of Rolling Element Bearings
Abstract 200 | PDF Downloads 145
Page 10
Unsupervised Ranking of Outliers in Wind Turbines via Isolation Forest with Dictionary Learning
Abstract 127 | PDF Downloads 97
Page 9
Wear monitoring of journal bearings with acoustic emission under different operating conditions
Abstract 124 | PDF Downloads 114
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