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 209 | PDF Downloads 243
Page 9
A Dual-Stream architecture based on Neural Turing Machine and Attention for the Remaining Useful Life Estimation problem
Abstract 125 | PDF Downloads 153
Page 10
A Novel Fault Indicator for Local Demagnetization in Fractional-Slot Permanent Magnet Synchronous Motor using Winding Function Theory
Abstract 93 | PDF Downloads 117
Page 6
A Probabilistic Data-Driven Prognostic Methodology for Proton Exchange Membrane Fuel Cells
Abstract 107 | PDF Downloads 189
Page 13
A Process-based Review of Post-Prognostics Decision-Making
Abstract 98 | PDF Downloads 135
Page 12
A Proposal of a Technique for Correlating Defect Dimensions to Vibration Amplitude in Bearing Monitoring
Abstract 139 | PDF Downloads 159
Page 14
Agent-Based Optimization of Maintenance Planning for Railway Vehicles
Abstract 87 | PDF Downloads 111
Page 9
An Integrated Risk-Based Strategy for Real-Time Decision Making and Mission Reconfiguration in Unmanned Aerial Vehicles
Abstract 127 | PDF Downloads 118
Page 9
An overview on diagnosability and prognosability for system monitoring
Abstract 145 | PDF Downloads 182
Page 11
Application of AI failure identification techniques in condition monitoring using wavelet analysis
Abstract 116 | PDF Downloads 164
Page 12
Classification of stages of wear in spur gears based on wear debris morphology
Abstract 108 | PDF Downloads 123
Page 9
Condition Monitoring of a Paper Feeding Mechanism Using Model-of-Signals as Machine Learning Features
Abstract 190 | PDF Downloads 129
Page 10
Condition Monitoring System for Internal Blowout Prevention (IBOP) in Top Drive Assembly System using Discrete Event Systems and Deep Learning Approaches
Abstract 112 | PDF Downloads 235
Page 9
Data-driven fault diagnosis of bogie suspension components with on- board acoustic sensors
Abstract 94 | PDF Downloads 198
Page 13
Data-driven Performance Fault Detection in Commercial Wind Turbines
Abstract 188 | PDF Downloads 196
Page 7
Diagnostics of seal and rod degradation in hydraulic cylinders using acoustic emissions
Abstract 100 | PDF Downloads 101
Page 8
Early Fault Detection Based on Wind Turbine SCADA Data Using Convolutional Neural Networks
Abstract 367 | PDF Downloads 228
Page 9
Engine Load Prediction during Take-Off for the V2500 Engine
Abstract 148 | PDF Downloads 265
Page 12
Estimation of Health Indicators using Advanced Analytics for Prediction of Aircraft Systems Remaining Useful Lifetime
Abstract 209 | PDF Downloads 163
Page 10
Evaluation of time series forecasting approaches for the reliable crack length prediction of riveted aluminium plates given insufficient data
Abstract 100 | PDF Downloads 134
Page 11
Fault Diagnosis and Prognosis of a Brushless DC motor using a Model-based Approach
Abstract 178 | PDF Downloads 168
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 146 | PDF Downloads 129
Page 8
Identifying NOx Sensor Failure for Predictive Maintenance of Diesel Engines using Explainable AI
Abstract 391 | PDF Downloads 3218
Page 11
In-depth Feature Selection for PHM System's Feasibility Study for Helicopters' Main and Tail Rotor Actuators
Abstract 128 | PDF Downloads 112
Page 9
Machine Learning Interpretability Techniques for Outage Prediction: A Comparative Study
Abstract 185 | PDF Downloads 259
Page 10
Model-based Prognosis Approach using a Zonotopic Kalman Filter with Application to a Wind Turbine
Abstract 108 | PDF Downloads 111
Page 9
Model based diagnosis in complex industrial systems: a methodology
Abstract 115 | PDF Downloads 134
Page 8
On Automatic Fault Diagnosis in Wind Turbine Condition Monitoring
Abstract 105 | PDF Downloads 128
Page 8
On Condition Monitoring of Wind Turbines without Speed Sensor
Abstract 102 | PDF Downloads 121
Page 7
On the use of PCA for Diagnostics via Novelty Detection: interpretation, practical application notes and recommendation for use
Abstract 95 | PDF Downloads 112
Page 13
Opportunities for Explainable Artificial Intelligence in Aerospace Predictive Maintenance
Abstract 1679 | PDF Downloads 45415
Page 11
Optimized Maintenance Decision-Making – A Simulation-supported Prescriptive Analytics Approach based on Probabilistic Cost-Benefit Analysis
Abstract 93 | PDF Downloads 132
Page 14
Predicting RUL of Bearings in the Pumps of a Critical Industrial Air Treatment System
Abstract 166 | PDF Downloads 233
Page 12
Prognostics in Aeronautics with Deep Recurrent Neural Networks
Abstract 115 | PDF Downloads 149
Page 11
Post-prognostics decision making for a two-stacks fuel cell system based on a load-dependent deterioration model
Abstract 83 | PDF Downloads 86
Page 9
Rapid Diagnosis of Induction Motor Electrical Faults using Convolutional Autoencoder Feature Extraction
Abstract 96 | PDF Downloads 107
Page 10
Remaining Useful Life Estimation in Aircraft Components with Federated Learning
Abstract 1896 | PDF Downloads 152
Page 9
Remaining Useful Lifetime estimation for Electronic Power modules using an analytical degradation model
Abstract 113 | PDF Downloads 184
Page 10
Repairable System Analysis of the Radioactive Ventilation Gas Monitors at CERN from Field Data
Abstract 105 | PDF Downloads 87
Page 8
RUL Predict of IGBT Based on DeepAR Using Transient Switch Features
Abstract 100 | PDF Downloads 155
Page 11
Sensitivity Analysis of Online Oil Quality Monitoring for Early Detection of Water Ingress in Marine Propulsion Systems
Abstract 84 | PDF Downloads 146
Page 10
Streaming-based feature extraction and clustering for condition detection in dynamic environments: an industrial case
Abstract 84 | PDF Downloads 82
Page 14
Towards Self-aware and Environment-aware Power Converters
Abstract 96 | PDF Downloads 115
Page 13
Unsupervised Domain Adaptation based Remaining Useful Life Prediction of Rolling Element Bearings
Abstract 235 | PDF Downloads 179
Page 10
Unsupervised Ranking of Outliers in Wind Turbines via Isolation Forest with Dictionary Learning
Abstract 136 | PDF Downloads 107
Page 9
Wear monitoring of journal bearings with acoustic emission under different operating conditions
Abstract 145 | PDF Downloads 133
Page 8