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 212 | PDF Downloads 246
Page 9
A Dual-Stream architecture based on Neural Turing Machine and Attention for the Remaining Useful Life Estimation problem
Abstract 126 | PDF Downloads 155
Page 10
A Novel Fault Indicator for Local Demagnetization in Fractional-Slot Permanent Magnet Synchronous Motor using Winding Function Theory
Abstract 98 | PDF Downloads 118
Page 6
A Probabilistic Data-Driven Prognostic Methodology for Proton Exchange Membrane Fuel Cells
Abstract 110 | PDF Downloads 201
Page 13
A Process-based Review of Post-Prognostics Decision-Making
Abstract 98 | PDF Downloads 136
Page 12
A Proposal of a Technique for Correlating Defect Dimensions to Vibration Amplitude in Bearing Monitoring
Abstract 140 | PDF Downloads 161
Page 14
Agent-Based Optimization of Maintenance Planning for Railway Vehicles
Abstract 88 | PDF Downloads 113
Page 9
An Integrated Risk-Based Strategy for Real-Time Decision Making and Mission Reconfiguration in Unmanned Aerial Vehicles
Abstract 130 | PDF Downloads 119
Page 9
An overview on diagnosability and prognosability for system monitoring
Abstract 149 | PDF Downloads 185
Page 11
Application of AI failure identification techniques in condition monitoring using wavelet analysis
Abstract 117 | PDF Downloads 170
Page 12
Classification of stages of wear in spur gears based on wear debris morphology
Abstract 113 | PDF Downloads 126
Page 9
Condition Monitoring of a Paper Feeding Mechanism Using Model-of-Signals as Machine Learning Features
Abstract 193 | PDF Downloads 130
Page 10
Condition Monitoring System for Internal Blowout Prevention (IBOP) in Top Drive Assembly System using Discrete Event Systems and Deep Learning Approaches
Abstract 117 | PDF Downloads 236
Page 9
Data-driven fault diagnosis of bogie suspension components with on- board acoustic sensors
Abstract 96 | PDF Downloads 204
Page 13
Data-driven Performance Fault Detection in Commercial Wind Turbines
Abstract 198 | PDF Downloads 202
Page 7
Diagnostics of seal and rod degradation in hydraulic cylinders using acoustic emissions
Abstract 102 | PDF Downloads 109
Page 8
Early Fault Detection Based on Wind Turbine SCADA Data Using Convolutional Neural Networks
Abstract 379 | PDF Downloads 232
Page 9
Engine Load Prediction during Take-Off for the V2500 Engine
Abstract 156 | PDF Downloads 287
Page 12
Estimation of Health Indicators using Advanced Analytics for Prediction of Aircraft Systems Remaining Useful Lifetime
Abstract 211 | PDF Downloads 164
Page 10
Evaluation of time series forecasting approaches for the reliable crack length prediction of riveted aluminium plates given insufficient data
Abstract 101 | PDF Downloads 139
Page 11
Fault Diagnosis and Prognosis of a Brushless DC motor using a Model-based Approach
Abstract 184 | PDF Downloads 175
Page 9
Fleet-based System Health Assessment: Reasoning about Change and Differences
Abstract 80 | PDF Downloads 96
Page 11
Hybrid Fault Prognosis for Excitation Capacitors of Self-Excited Induction Generator for Wind Energy Applications
Abstract 147 | PDF Downloads 130
Page 8
Identifying NOx Sensor Failure for Predictive Maintenance of Diesel Engines using Explainable AI
Abstract 407 | PDF Downloads 3255
Page 11
In-depth Feature Selection for PHM System's Feasibility Study for Helicopters' Main and Tail Rotor Actuators
Abstract 132 | PDF Downloads 113
Page 9
Machine Learning Interpretability Techniques for Outage Prediction: A Comparative Study
Abstract 188 | PDF Downloads 281
Page 10
Model-based Prognosis Approach using a Zonotopic Kalman Filter with Application to a Wind Turbine
Abstract 109 | PDF Downloads 114
Page 9
Model based diagnosis in complex industrial systems: a methodology
Abstract 117 | PDF Downloads 137
Page 8
On Automatic Fault Diagnosis in Wind Turbine Condition Monitoring
Abstract 107 | PDF Downloads 131
Page 8
On Condition Monitoring of Wind Turbines without Speed Sensor
Abstract 104 | PDF Downloads 124
Page 7
On the use of PCA for Diagnostics via Novelty Detection: interpretation, practical application notes and recommendation for use
Abstract 105 | PDF Downloads 113
Page 13
Opportunities for Explainable Artificial Intelligence in Aerospace Predictive Maintenance
Abstract 1774 | PDF Downloads 57995
Page 11
Optimized Maintenance Decision-Making – A Simulation-supported Prescriptive Analytics Approach based on Probabilistic Cost-Benefit Analysis
Abstract 97 | PDF Downloads 134
Page 14
Predicting RUL of Bearings in the Pumps of a Critical Industrial Air Treatment System
Abstract 172 | PDF Downloads 253
Page 12
Prognostics in Aeronautics with Deep Recurrent Neural Networks
Abstract 116 | PDF Downloads 150
Page 11
Post-prognostics decision making for a two-stacks fuel cell system based on a load-dependent deterioration model
Abstract 84 | PDF Downloads 87
Page 9
Rapid Diagnosis of Induction Motor Electrical Faults using Convolutional Autoencoder Feature Extraction
Abstract 98 | PDF Downloads 107
Page 10
Remaining Useful Life Estimation in Aircraft Components with Federated Learning
Abstract 4402 | PDF Downloads 152
Page 9
Remaining Useful Lifetime estimation for Electronic Power modules using an analytical degradation model
Abstract 115 | PDF Downloads 187
Page 10
Repairable System Analysis of the Radioactive Ventilation Gas Monitors at CERN from Field Data
Abstract 106 | PDF Downloads 89
Page 8
RUL Predict of IGBT Based on DeepAR Using Transient Switch Features
Abstract 110 | PDF Downloads 171
Page 11
Sensitivity Analysis of Online Oil Quality Monitoring for Early Detection of Water Ingress in Marine Propulsion Systems
Abstract 86 | PDF Downloads 156
Page 10
Streaming-based feature extraction and clustering for condition detection in dynamic environments: an industrial case
Abstract 84 | PDF Downloads 83
Page 14
Towards Self-aware and Environment-aware Power Converters
Abstract 102 | PDF Downloads 117
Page 13
Unsupervised Domain Adaptation based Remaining Useful Life Prediction of Rolling Element Bearings
Abstract 246 | PDF Downloads 186
Page 10
Unsupervised Ranking of Outliers in Wind Turbines via Isolation Forest with Dictionary Learning
Abstract 137 | PDF Downloads 109
Page 9
Wear monitoring of journal bearings with acoustic emission under different operating conditions
Abstract 151 | PDF Downloads 138
Page 8