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 72 | PDF Downloads 166Technical Papers
Embedding Diagnosability of Complex Industrial Systems Into the Design Process Using a Model-Based Methodology
Abstract 109 | PDF Downloads 141
Page 9
Optimal Service Points (OSP) for PHM Enabled Condition Based Maintenance for Oil and Gas Applications
Abstract 276 | PDF Downloads 118
Page 15
Hybrid Approach for Health Monitoring of Mud Motor Fleet
Abstract 249 | PDF Downloads 142
Page 10
Hybrid Prediction Method for Remaining Useful Lifetime Estimation Considering Uncertainties
Abstract 138 | PDF Downloads 168
Page 11
Data-Driven Fault Detection Method for Electronic Boards in Intelligent Remote Dual-Valve System
Abstract 245 | PDF Downloads 144
Page 7
An Adaptive Framework For Remaining Useful Life Predictions Of Aircraft Systems
Abstract 316 | PDF Downloads 165
Page 11
Semi-automated Estimation of Reliability Measures from MaintenanceWork Order Records
Abstract 139 | PDF Downloads 166
Page 9
Wavelet Scattering Network Based Bearing Fault Detection
Abstract 145 | PDF Downloads 174
Page 8
Qualifying Evaluations from Human Operators: Integrating Sensor Data with Natural Language Logs
Abstract 71 | PDF Downloads 114
Page 9
Learning Representations with End-to-End Models for Improved Remaining Useful Life Prognostic
Abstract 94 | PDF Downloads 109
Page 8
The Impact of Data Quality on Maintenance Work Order Analysis: A Case Study in Historical HVAC Maintenance Work Orders
Abstract 169 | PDF Downloads 123
Page 11
Model-based Remaining-Useful-Life prognostics for aircraft Cooling Units
Abstract 3176 | PDF Downloads 265
Page 8
Requirements for Designing A Robotic System for Aircraft Wing Fuel Tank Inspection
Abstract 106 | PDF Downloads 107
Page 12
Power Devices Health Condition Monitoring: A Review of Recent Papers
Abstract 107 | PDF Downloads 176
Page 15
Age and Condition-Based Preventive Replacement Timing for Periodic Aircraft Maintenance Checks
Abstract 5781 | PDF Downloads 1533
Page 12
Canonical polyadic decomposition and deep learning for machine fault detection
Abstract 64 | PDF Downloads 141
Page 9
Data-Driven Capability-based Health Monitoring Method for Automative Manufacturing
Abstract 73 | PDF Downloads 82
Page 12
An Operational Availability Optimization Model Based on the Integration of Predictive and Scheduled Maintenance
Abstract 4462 | PDF Downloads 351
Page 11
A Flexible Data Management System for the Analysis of an Electro- Mechanical Actuator on a Test Bench
Abstract 104 | PDF Downloads 105
Page 8
Automated and Rapid Seal Wear Classification Based on Acoustic Emission and Support Vector Machine
Abstract 85 | PDF Downloads 97
Page 8
Towards a Digital Twin Enabled Multifidelity Framework for Small Satellites
Abstract 73 | PDF Downloads 200
Page 10
Securing Deep Learning Models with Autoencoder based Anomaly Detection
Abstract 168 | PDF Downloads 138
Page 13
A Deep Support Vector Data Description Method for Anomaly Detection in Helicopters
Abstract 227 | PDF Downloads 180
Page 9
Robust Model-Based Fault Detection Using Monte-Carlo Methods and Highest Density Regions
Abstract 76 | PDF Downloads 92
Page 11
Evaluation of ML Algorithms for System Dynamics Identification of Aircraft Pressure Control System
Abstract 65 | PDF Downloads 113
Page 7
Evaluating word representations in a technical language processing pipeline
Abstract 171 | PDF Downloads 166
Page 17
Lean Blowout Sensing and Processing via Optical Interferometry and Wavelet Analysis of Dynamic Pressure Data
Abstract 60 | PDF Downloads 77
Page 11
Technical Language Processing for Efficient Classification of Failure Events for Safety Critical Equipment
Abstract 101 | PDF Downloads 104
Page 9
Rapid Material Characterization using Smart Skin with functional Data Analysis
Abstract 69 | PDF Downloads 99
Page 7
Algorithmically Exploiting the Knowledge Accumulated in Textual Domains for Technical Support
Abstract 97 | PDF Downloads 88
Page 12
Multiple-Model Estimation-based Prognostics for Rotating Machinery
Abstract 94 | PDF Downloads 104
Page 11
A Semantic Similarity Model to Compare Heterogeneous Data Sources to Augment Engineering Data with New Failure modes in Automotive Industry
Abstract 60 | PDF Downloads 71
Page 10
Diagnosing the Stage of COVID-19 using Machine Learning on Breath Sounds
Abstract 165 | PDF Downloads 137
Page 12
Harmonic Drive Gear Failures in Industrial Robots Applications: An Overview
Abstract 435 | PDF Downloads 739
Page 11
Bearings Fault Detection Using Hidden Markov Models and Principal Component Analysis Enhanced Features
Abstract 143 | PDF Downloads 223
Page 11
Data Selection Criteria for the Application of Predictive Maintenance to Centrifugal Pumps
Abstract 88 | PDF Downloads 120
Page 9
Data Analytics Methodology for Construction of Fouling Prognostic Indicators: Towards Cost-Effective Maintenance Scheduling
Abstract 76 | PDF Downloads 101
Page 8
Bayesian Vehicle Fleet Survival Analysis based onWorkshop-Service Data
Abstract 76 | PDF Downloads 104
Page 9
A Probabilistic Similarity Based Modeling Approach for Turbomachine Fault Prediction
Abstract 73 | PDF Downloads 141
Page 9
Fault Detection and Condition Monitoring in District Heating Using Smart Meter Data
Abstract 167 | PDF Downloads 167
Page 11
A Natural Language Processing method for the identification of the factors influencing road accident severity
Abstract 148 | PDF Downloads 108
Page 12
Domain Adaptations for Guided Wave SHM of Composites: Towards Fleet Monitoring
Abstract 50 | PDF Downloads 122
Page 9
Feature Based Bearing Fault Detection With Phase Current Sensor Signals Under Different Operating Conditions
Abstract 89 | PDF Downloads 145
Page 9
An Assessment of the Economic Viability of Engine Wash Procedures on the Lifecycle Costs of an Aircraft Fleet.
Abstract 151 | PDF Downloads 163
Page 14
Metalworking Fluid Classification Based on Acoustic Emission Signals and Convolutional Neural Network
Abstract 77 | PDF Downloads 117
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 93 | PDF Downloads 99
Page 10
Real-time Diagnosis Of Physical Failures Using Causation-based AI
Abstract 93 | PDF Downloads 94
Page 7
Generative Adversarial Networks used for latent space Optimization: a comparative study for the Classification of Partial Discharge Sources
Abstract 102 | PDF Downloads 73
Page 10
Transfer Learning Approaches for Wind Turbine Fault Detection using Deep Learning
Abstract 176 | PDF Downloads 152
Page 12
Remaining Useful Life Prediction of Turbo Actuators for Predictive Maintenance of Diesel Engines
Abstract 180 | PDF Downloads 169
Page 11
Data Challenge Winners
Ensemble of LSTM Networks for Fault Detection, Classification, and Root Cause Identification in Quality Control Line
Abstract 188 | PDF Downloads 158
Page 6
Divide, Propagate and Conquer: Splitting a Complex Diagnosis Problem for Early Detection of Faults in a Manufacturing Production Line
Abstract 166 | PDF Downloads 155
Page 9
Fault Detection and Classification for Robotic Test-bench
Abstract 121 | PDF Downloads 123
Page 7