About the Journal
The European Conference of the Prognostics and Health Management (PHM) Society is held in the spring of even years (starting in 2012) and brings together the global community of PHM experts from industry, academia, and government in diverse application areas including energy, aerospace, transportation, automotive, manufacturing, and industrial automation.
All articles published by the PHM Society are available to the global PHM community via the internet for free and without any restrictions.
Current Issue
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 105 | PDF Downloads 127
Page 10
A Novel Fault Indicator for Local Demagnetization in Fractional-Slot Permanent Magnet Synchronous Motor using Winding Function Theory
Abstract 79 | PDF Downloads 98
Page 6
A Probabilistic Data-Driven Prognostic Methodology for Proton Exchange Membrane Fuel Cells
Abstract 92 | PDF Downloads 170
Page 13
A Process-based Review of Post-Prognostics Decision-Making
Abstract 84 | PDF Downloads 118
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 118 | 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 140
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 94 | PDF Downloads 220
Page 9
Data-driven fault diagnosis of bogie suspension components with on- board acoustic sensors
Abstract 86 | PDF Downloads 166
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 304 | PDF Downloads 201
Page 9
Engine Load Prediction during Take-Off for the V2500 Engine
Abstract 119 | PDF Downloads 211
Page 12
Estimation of Health Indicators using Advanced Analytics for Prediction of Aircraft Systems Remaining Useful Lifetime
Abstract 183 | PDF Downloads 133
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 150 | PDF Downloads 150
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 347 | PDF Downloads 3126
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 155 | PDF Downloads 224
Page 10
Model-based Prognosis Approach using a Zonotopic Kalman Filter with Application to a Wind Turbine
Abstract 97 | PDF Downloads 97
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 88 | PDF Downloads 105
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 1209 | 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 187
Page 12
Prognostics in Aeronautics with Deep Recurrent Neural Networks
Abstract 94 | PDF Downloads 133
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 83 | PDF Downloads 93
Page 10
Remaining Useful Life Estimation in Aircraft Components with Federated Learning
Abstract 313 | PDF Downloads 127
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 79
Page 8
RUL Predict of IGBT Based on DeepAR Using Transient Switch Features
Abstract 88 | PDF Downloads 116
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 84 | PDF Downloads 90
Page 13
Unsupervised Domain Adaptation based Remaining Useful Life Prediction of Rolling Element Bearings
Abstract 202 | PDF Downloads 146
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 129 | PDF Downloads 115
Page 8