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:
Phuc Do
Steve King
Olga Fink
ISBN: 978-1-936263-34-9
Published: 2021-06-29
Proceedings Front Matter
PHME 2021 Management Team, Publisher Information and Table of Contents
Abstract 152 | PDF Downloads 289Technical Papers
Embedding Diagnosability of Complex Industrial Systems Into the Design Process Using a Model-Based Methodology
Abstract 200 | PDF Downloads 229
Page 9
Optimal Service Points (OSP) for PHM Enabled Condition Based Maintenance for Oil and Gas Applications
Abstract 345 | PDF Downloads 173
Page 15
Hybrid Approach for Health Monitoring of Mud Motor Fleet
Abstract 324 | PDF Downloads 262
Page 10
Hybrid Prediction Method for Remaining Useful Lifetime Estimation Considering Uncertainties
Abstract 328 | PDF Downloads 259
Page 11
Data-Driven Fault Detection Method for Electronic Boards in Intelligent Remote Dual-Valve System
Abstract 313 | PDF Downloads 223
Page 7
An Adaptive Framework For Remaining Useful Life Predictions Of Aircraft Systems
Abstract 438 | PDF Downloads 235
Page 11
Semi-automated Estimation of Reliability Measures from MaintenanceWork Order Records
Abstract 211 | PDF Downloads 247
Page 9
Wavelet Scattering Network Based Bearing Fault Detection
Abstract 252 | PDF Downloads 296
Page 8
Qualifying Evaluations from Human Operators: Integrating Sensor Data with Natural Language Logs
Abstract 117 | PDF Downloads 170
Page 9
Learning Representations with End-to-End Models for Improved Remaining Useful Life Prognostic
Abstract 127 | PDF Downloads 143
Page 8
The Impact of Data Quality on Maintenance Work Order Analysis: A Case Study in Historical HVAC Maintenance Work Orders
Abstract 289 | PDF Downloads 193
Page 11
Model-based Remaining-Useful-Life prognostics for aircraft Cooling Units
Abstract 3665 | PDF Downloads 359
Page 8
Requirements for Designing A Robotic System for Aircraft Wing Fuel Tank Inspection
Abstract 162 | PDF Downloads 185
Page 12
Power Devices Health Condition Monitoring: A Review of Recent Papers
Abstract 217 | PDF Downloads 362
Page 15
Age and Condition-Based Preventive Replacement Timing for Periodic Aircraft Maintenance Checks
Abstract 8616 | PDF Downloads 1627
Page 12
Canonical polyadic decomposition and deep learning for machine fault detection
Abstract 90 | PDF Downloads 200
Page 9
Data-Driven Capability-based Health Monitoring Method for Automative Manufacturing
Abstract 113 | PDF Downloads 116
Page 12
An Operational Availability Optimization Model Based on the Integration of Predictive and Scheduled Maintenance
Abstract 5900 | PDF Downloads 696
Page 11
A Flexible Data Management System for the Analysis of an Electro- Mechanical Actuator on a Test Bench
Abstract 163 | PDF Downloads 149
Page 8
Automated and Rapid Seal Wear Classification Based on Acoustic Emission and Support Vector Machine
Abstract 146 | PDF Downloads 161
Page 8
Towards a Digital Twin Enabled Multifidelity Framework for Small Satellites
Abstract 128 | PDF Downloads 344
Page 10
Securing Deep Learning Models with Autoencoder based Anomaly Detection
Abstract 254 | PDF Downloads 201
Page 13
A Deep Support Vector Data Description Method for Anomaly Detection in Helicopters
Abstract 364 | PDF Downloads 403
Page 9
Robust Model-Based Fault Detection Using Monte-Carlo Methods and Highest Density Regions
Abstract 113 | PDF Downloads 147
Page 11
Evaluation of ML Algorithms for System Dynamics Identification of Aircraft Pressure Control System
Abstract 115 | PDF Downloads 202
Page 7
Evaluating word representations in a technical language processing pipeline
Abstract 274 | PDF Downloads 277
Page 17
Lean Blowout Sensing and Processing via Optical Interferometry and Wavelet Analysis of Dynamic Pressure Data
Abstract 127 | PDF Downloads 128
Page 11
Technical Language Processing for Efficient Classification of Failure Events for Safety Critical Equipment
Abstract 198 | PDF Downloads 170
Page 9
Rapid Material Characterization using Smart Skin with functional Data Analysis
Abstract 116 | PDF Downloads 150
Page 7
Algorithmically Exploiting the Knowledge Accumulated in Textual Domains for Technical Support
Abstract 122 | PDF Downloads 128
Page 12
Multiple-Model Estimation-based Prognostics for Rotating Machinery
Abstract 145 | PDF Downloads 146
Page 11
A Semantic Similarity Model to Compare Heterogeneous Data Sources to Augment Engineering Data with New Failure modes in Automotive Industry
Abstract 91 | PDF Downloads 111
Page 10
Diagnosing the Stage of COVID-19 using Machine Learning on Breath Sounds
Abstract 209 | PDF Downloads 241
Page 12
Harmonic Drive Gear Failures in Industrial Robots Applications: An Overview
Abstract 712 | PDF Downloads 1307
Page 11
Bearings Fault Detection Using Hidden Markov Models and Principal Component Analysis Enhanced Features
Abstract 205 | PDF Downloads 389
Page 11
Data Selection Criteria for the Application of Predictive Maintenance to Centrifugal Pumps
Abstract 228 | PDF Downloads 202
Page 9
Data Analytics Methodology for Construction of Fouling Prognostic Indicators: Towards Cost-Effective Maintenance Scheduling
Abstract 138 | PDF Downloads 142
Page 8
Bayesian Vehicle Fleet Survival Analysis based onWorkshop-Service Data
Abstract 134 | PDF Downloads 175
Page 9
A Probabilistic Similarity Based Modeling Approach for Turbomachine Fault Prediction
Abstract 134 | PDF Downloads 258
Page 9
Fault Detection and Condition Monitoring in District Heating Using Smart Meter Data
Abstract 399 | PDF Downloads 251
Page 11
A Natural Language Processing method for the identification of the factors influencing road accident severity
Abstract 243 | PDF Downloads 171
Page 12
Domain Adaptations for Guided Wave SHM of Composites: Towards Fleet Monitoring
Abstract 80 | PDF Downloads 158
Page 9
Feature Based Bearing Fault Detection With Phase Current Sensor Signals Under Different Operating Conditions
Abstract 118 | PDF Downloads 254
Page 9
An Assessment of the Economic Viability of Engine Wash Procedures on the Lifecycle Costs of an Aircraft Fleet.
Abstract 243 | PDF Downloads 281
Page 14
Metalworking Fluid Classification Based on Acoustic Emission Signals and Convolutional Neural Network
Abstract 112 | PDF Downloads 160
Page 6
Automate Quality Prediction in an End-of-Line Test of a Highly Variant Production of Geared Motors – Discussion of a Full Concept
Abstract 136 | PDF Downloads 149
Page 10
Real-time Diagnosis Of Physical Failures Using Causation-based AI
Abstract 133 | PDF Downloads 146
Page 7
Generative Adversarial Networks used for latent space Optimization: a comparative study for the Classification of Partial Discharge Sources
Abstract 150 | PDF Downloads 110
Page 10
Transfer Learning Approaches for Wind Turbine Fault Detection using Deep Learning
Abstract 235 | PDF Downloads 210
Page 12
Remaining Useful Life Prediction of Turbo Actuators for Predictive Maintenance of Diesel Engines
Abstract 274 | PDF Downloads 266
Page 11
Data Challenge Winners
Ensemble of LSTM Networks for Fault Detection, Classification, and Root Cause Identification in Quality Control Line
Abstract 280 | PDF Downloads 245
Page 6
Divide, Propagate and Conquer: Splitting a Complex Diagnosis Problem for Early Detection of Faults in a Manufacturing Production Line
Abstract 262 | PDF Downloads 375
Page 9
Fault Detection and Classification for Robotic Test-bench
Abstract 174 | PDF Downloads 200
Page 7