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
Tehnical Papers
A Contribution to Online System-level Prognostics based on Adaptive Degradation Models
Abstract 117 | PDF Downloads 145
Page 9
A Dual-Stream architecture based on Neural Turing Machine and Attention for the Remaining Useful Life Estimation problem
Abstract 61 | PDF Downloads 92
Page 10
A Novel Fault Indicator for Local Demagnetization in Fractional-Slot Permanent Magnet Synchronous Motor using Winding Function Theory
Abstract 43 | PDF Downloads 60
Page 6
A Probabilistic Data-Driven Prognostic Methodology for Proton Exchange Membrane Fuel Cells
Abstract 48 | PDF Downloads 125
Page 13
A Process-based Review of Post-Prognostics Decision-Making
Abstract 46 | PDF Downloads 83
Page 12
A Proposal of a Technique for Correlating Defect Dimensions to Vibration Amplitude in Bearing Monitoring
Abstract 73 | PDF Downloads 89
Page 14
Agent-Based Optimization of Maintenance Planning for Railway Vehicles
Abstract 41 | PDF Downloads 62
Page 9
An Integrated Risk-Based Strategy for Real-Time Decision Making and Mission Reconfiguration in Unmanned Aerial Vehicles
Abstract 46 | PDF Downloads 71
Page 9
An overview on diagnosability and prognosability for system monitoring
Abstract 74 | PDF Downloads 105
Page 11
Application of AI failure identification techniques in condition monitoring using wavelet analysis
Abstract 60 | PDF Downloads 80
Page 12
Classification of stages of wear in spur gears based on wear debris morphology
Abstract 47 | PDF Downloads 61
Page 9
Condition Monitoring of a Paper Feeding Mechanism Using Model-of-Signals as Machine Learning Features
Abstract 100 | PDF Downloads 94
Page 10
Condition Monitoring System for Internal Blowout Prevention (IBOP) in Top Drive Assembly System using Discrete Event Systems and Deep Learning Approaches
Abstract 61 | PDF Downloads 190
Page 9
Data-driven fault diagnosis of bogie suspension components with on- board acoustic sensors
Abstract 54 | PDF Downloads 111
Page 13
Data-driven Performance Fault Detection in Commercial Wind Turbines
Abstract 58 | PDF Downloads 111
Page 7
Diagnostics of seal and rod degradation in hydraulic cylinders using acoustic emissions
Abstract 59 | PDF Downloads 50
Page 8
Early Fault Detection Based on Wind Turbine SCADA Data Using Convolutional Neural Networks
Abstract 141 | PDF Downloads 130
Page 9
Engine Load Prediction during Take-Off for the V2500 Engine
Abstract 41 | PDF Downloads 74
Page 12
Estimation of Health Indicators using Advanced Analytics for Prediction of Aircraft Systems Remaining Useful Lifetime
Abstract 87 | PDF Downloads 107
Page 10
Evaluation of time series forecasting approaches for the reliable crack length prediction of riveted aluminium plates given insufficient data
Abstract 51 | PDF Downloads 68
Page 11
Fault Diagnosis and Prognosis of a Brushless DC motor using a Model-based Approach
Abstract 77 | PDF Downloads 100
Page 9
Fleet-based System Health Assessment: Reasoning about Change and Differences
Abstract 40 | PDF Downloads 60
Page 11
Hybrid Fault Prognosis for Excitation Capacitors of Self-Excited Induction Generator for Wind Energy Applications
Abstract 89 | PDF Downloads 88
Page 8
Identifying NOx Sensor Failure for Predictive Maintenance of Diesel Engines using Explainable AI
Abstract 140 | PDF Downloads 171
Page 11
In-depth Feature Selection for PHM System's Feasibility Study for Helicopters' Main and Tail Rotor Actuators
Abstract 70 | PDF Downloads 69
Page 9
Machine Learning Interpretability Techniques for Outage Prediction: A Comparative Study
Abstract 71 | PDF Downloads 88
Page 10
Model-based Prognosis Approach using a Zonotopic Kalman Filter with Application to a Wind Turbine
Abstract 57 | PDF Downloads 67
Page 9
Model based diagnosis in complex industrial systems: a methodology
Abstract 59 | PDF Downloads 86
Page 8
On Automatic Fault Diagnosis in Wind Turbine Condition Monitoring
Abstract 62 | PDF Downloads 82
Page 8
On Condition Monitoring of Wind Turbines without Speed Sensor
Abstract 58 | PDF Downloads 70
Page 7
On the use of PCA for Diagnostics via Novelty Detection: interpretation, practical application notes and recommendation for use
Abstract 46 | PDF Downloads 70
Page 13
Opportunities for Explainable Artificial Intelligence in Aerospace Predictive Maintenance
Abstract 237 | PDF Downloads 3275
Page 11
Optimized Maintenance Decision-Making – A Simulation-supported Prescriptive Analytics Approach based on Probabilistic Cost-Benefit Analysis
Abstract 53 | PDF Downloads 79
Page 14
Predicting RUL of Bearings in the Pumps of a Critical Industrial Air Treatment System
Abstract 87 | PDF Downloads 89
Page 12
Prognostics in Aeronautics with Deep Recurrent Neural Networks
Abstract 52 | PDF Downloads 96
Page 11
Post-prognostics decision making for a two-stacks fuel cell system based on a load-dependent deterioration model
Abstract 52 | PDF Downloads 56
Page 9
Rapid Diagnosis of Induction Motor Electrical Faults using Convolutional Autoencoder Feature Extraction
Abstract 48 | PDF Downloads 68
Page 10
Remaining Useful Life Estimation in Aircraft Components with Federated Learning
Abstract 87 | PDF Downloads 74
Page 9
Remaining Useful Lifetime estimation for Electronic Power modules using an analytical degradation model
Abstract 65 | PDF Downloads 143
Page 10
Repairable System Analysis of the Radioactive Ventilation Gas Monitors at CERN from Field Data
Abstract 52 | PDF Downloads 55
Page 8
RUL Predict of IGBT Based on DeepAR Using Transient Switch Features
Abstract 41 | PDF Downloads 61
Page 11
Sensitivity Analysis of Online Oil Quality Monitoring for Early Detection of Water Ingress in Marine Propulsion Systems
Abstract 44 | PDF Downloads 66
Page 10
Streaming-based feature extraction and clustering for condition detection in dynamic environments: an industrial case
Abstract 40 | PDF Downloads 55
Page 14
Towards Self-aware and Environment-aware Power Converters
Abstract 42 | PDF Downloads 50
Page 13
Unsupervised Domain Adaptation based Remaining Useful Life Prediction of Rolling Element Bearings
Abstract 112 | PDF Downloads 88
Page 10
Unsupervised Ranking of Outliers in Wind Turbines via Isolation Forest with Dictionary Learning
Abstract 95 | PDF Downloads 81
Page 9
Wear monitoring of journal bearings with acoustic emission under different operating conditions
Abstract 65 | PDF Downloads 70
Page 8