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 28 | PDF Downloads 31Technical Papers
Embedding Diagnosability of Complex Industrial Systems Into the Design Process Using a Model-Based Methodology
Abstract 34 | PDF Downloads 55
Page 9
Optimal Service Points (OSP) for PHM Enabled Condition Based Maintenance for Oil and Gas Applications
Abstract 68 | PDF Downloads 45
Page 15
Hybrid Approach for Health Monitoring of Mud Motor Fleet
Abstract 137 | PDF Downloads 54
Page 10
Hybrid Prediction Method for Remaining Useful Lifetime Estimation Considering Uncertainties
Abstract 44 | PDF Downloads 76
Page 11
Data-Driven Fault Detection Method for Electronic Boards in Intelligent Remote Dual-Valve System
Abstract 89 | PDF Downloads 47
Page 7
An Adaptive Framework For Remaining Useful Life Predictions Of Aircraft Systems
Abstract 47 | PDF Downloads 60
Page 11
Semi-automated Estimation of Reliability Measures from MaintenanceWork Order Records
Abstract 38 | PDF Downloads 47
Page 9
Qualifying Evaluations from Human Operators: Integrating Sensor Data with Natural Language Logs
Abstract 20 | PDF Downloads 32
Page 9
Learning Representations with End-to-End Models for Improved Remaining Useful Life Prognostic
Abstract 37 | PDF Downloads 43
Page 8
The Impact of Data Quality on Maintenance Work Order Analysis: A Case Study in Historical HVAC Maintenance Work Orders
Abstract 17 | PDF Downloads 21
Page 11
Model-based Remaining-Useful-Life prognostics for aircraft Cooling Units
Abstract 1132 | PDF Downloads 52
Page 8
Requirements for Designing A Robotic System for Aircraft Wing Fuel Tank Inspection
Abstract 27 | PDF Downloads 31
Page 12
Power Devices Health Condition Monitoring: A Review of Recent Papers
Abstract 38 | PDF Downloads 56
Page 15
Age and Condition-Based Preventive Replacement Timing for Periodic Aircraft Maintenance Checks
Abstract 2587 | PDF Downloads 484
Page 12
Canonical polyadic decomposition and deep learning for machine fault detection
Abstract 28 | PDF Downloads 58
Page 9
Data-Driven Capability-based Health Monitoring Method for Automative Manufacturing
Abstract 16 | PDF Downloads 27
Page 12
An Operational Availability Optimization Model Based on the Integration of Predictive and Scheduled Maintenance
Abstract 1876 | PDF Downloads 173
Page 11
A Flexible Data Management System for the Analysis of an Electro- Mechanical Actuator on a Test Bench
Abstract 20 | PDF Downloads 36
Page 8
Automated and Rapid Seal Wear Classification Based on Acoustic Emission and Support Vector Machine
Abstract 22 | PDF Downloads 32
Page 8
Towards a Digital Twin Enabled Multifidelity Framework for Small Satellites
Abstract 25 | PDF Downloads 43
Page 10
Securing Deep Learning Models with Autoencoder based Anomaly Detection
Abstract 37 | PDF Downloads 54
Page 13
A Deep Support Vector Data Description Method for Anomaly Detection in Helicopters
Abstract 48 | PDF Downloads 46
Page 9
Robust Model-Based Fault Detection Using Monte-Carlo Methods and Highest Density Regions
Abstract 33 | PDF Downloads 29
Page 11
Evaluation of ML Algorithms for System Dynamics Identification of Aircraft Pressure Control System
Abstract 17 | PDF Downloads 25
Page 7
Evaluating word representations in a technical language processing pipeline
Abstract 43 | PDF Downloads 41
Page 17
Lean Blowout Sensing and Processing via Optical Interferometry and Wavelet Analysis of Dynamic Pressure Data
Abstract 21 | PDF Downloads 20
Page 11
Technical Language Processing for Efficient Classification of Failure Events for Safety Critical Equipment
Abstract 24 | PDF Downloads 25
Page 9
Rapid Material Characterization using Smart Skin with functional Data Analysis
Abstract 16 | PDF Downloads 35
Page 7
Algorithmically Exploiting the Knowledge Accumulated in Textual Domains for Technical Support
Abstract 32 | PDF Downloads 29
Page 12
Multiple-Model Estimation-based Prognostics for Rotating Machinery
Abstract 20 | PDF Downloads 39
Page 11
A Semantic Similarity Model to Compare Heterogeneous Data Sources to Augment Engineering Data with New Failure modes in Automotive Industry
Abstract 19 | PDF Downloads 25
Page 10
Diagnosing the Stage of COVID-19 using Machine Learning on Breath Sounds
Abstract 35 | PDF Downloads 35
Page 12
Harmonic Drive Gear Failures in Industrial Robots Applications: An Overview
Abstract 43 | PDF Downloads 56
Page 11
Bearings Fault Detection Using Hidden Markov Models and Principal Component Analysis Enhanced Features
Abstract 33 | PDF Downloads 48
Page 11
Data Selection Criteria for the Application of Predictive Maintenance to Centrifugal Pumps
Abstract 20 | PDF Downloads 39
Page 9
Data Analytics Methodology for Construction of Fouling Prognostic Indicators: Towards Cost-Effective Maintenance Scheduling
Abstract 13 | PDF Downloads 29
Page 8
Bayesian Vehicle Fleet Survival Analysis based onWorkshop-Service Data
Abstract 20 | PDF Downloads 37
Page 9
A Probabilistic Similarity Based Modeling Approach for Turbomachine Fault Prediction
Abstract 24 | PDF Downloads 41
Page 9
Fault Detection and Condition Monitoring in District Heating Using Smart Meter Data
Abstract 29 | PDF Downloads 52
Page 11
A Natural Language Processing method for the identification of the factors influencing road accident severity
Abstract 24 | PDF Downloads 26
Page 12
Domain Adaptations for Guided Wave SHM of Composites: Towards Fleet Monitoring
Abstract 23 | PDF Downloads 53
Page 9
Feature Based Bearing Fault Detection With Phase Current Sensor Signals Under Different Operating Conditions
Abstract 30 | PDF Downloads 45
Page 9
An Assessment of the Economic Viability of Engine Wash Procedures on the Lifecycle Costs of an Aircraft Fleet.
Abstract 32 | PDF Downloads 32
Page 14
Metalworking Fluid Classification Based on Acoustic Emission Signals and Convolutional Neural Network
Abstract 15 | PDF Downloads 33
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 31 | PDF Downloads 32
Page 10
Real-time Diagnosis Of Physical Failures Using Causation-based AI
Abstract 29 | PDF Downloads 36
Page 7
Generative Adversarial Networks used for latent space Optimization: a comparative study for the Classification of Partial Discharge Sources
Abstract 22 | PDF Downloads 23
Page 10
Transfer Learning Approaches for Wind Turbine Fault Detection using Deep Learning
Abstract 69 | PDF Downloads 62
Page 12
Remaining Useful Life Prediction of Turbo Actuators for Predictive Maintenance of Diesel Engines
Abstract 74 | PDF Downloads 81
Page 11
Data Challenge Winners
Ensemble of LSTM Networks for Fault Detection, Classification, and Root Cause Identification in Quality Control Line
Abstract 53 | PDF Downloads 43
Page 6
Divide, Propagate and Conquer: Splitting a Complex Diagnosis Problem for Early Detection of Faults in a Manufacturing Production Line
Abstract 54 | PDF Downloads 54
Page 9