Vol. 8 No. 1 (2024): Proceedings of the European Conference of the PHM Society 2024
Edited by:
Phuc Do & Cordelia Ezhilarasu
ISBN: 978-1-936263-40-0
Published: 2024-06-27
Proceedings Front Matter
PHME 2024 Management Team and Publisher Information
Abstract 247 | PDF Downloads 307 | DOI https://doi.org/10.36001/phme.2024.v8i1.4143Technical Papers
A Comparative Study of Semi-Supervised Anomaly Detection Methods for Machine Fault Detection
Abstract 621 | PDF Downloads 463 | DOI https://doi.org/10.36001/phme.2024.v8i1.4053
Page 10
A Computer Vision Deep Learning Tool for Automatic Recognition of Bearing Failure Modes
Abstract 545 | PDF Downloads 246 | DOI https://doi.org/10.36001/phme.2024.v8i1.4090
Page 5
A data-driven risk assessment approach for electronic boards used in oil well drilling operations
Abstract 280 | PDF Downloads 190 | DOI https://doi.org/10.36001/phme.2024.v8i1.4054
Page 8
A Gear Health Indicator Based on f-AnoGAN
Abstract 320 | PDF Downloads 204 | DOI https://doi.org/10.36001/phme.2024.v8i1.4046
Page 12
A Hybrid – Machine Learning and Possibilistic – Methdology for Predicting Produced Power Using Wind Turbine SCADA Data
Abstract 435 | PDF Downloads 188 | DOI https://doi.org/10.36001/phme.2024.v8i1.4006
Page 15
A maturity framework for data driven maintenance
Abstract 1415 | PDF Downloads 510 | DOI https://doi.org/10.36001/phme.2024.v8i1.4039A Novel Approach for Evaluating Datasets Similarities Based on Analytical Hierarchy Process in the Industrial PHM Context
Abstract 340 | PDF Downloads 181 | DOI https://doi.org/10.36001/phme.2024.v8i1.4036
Page 10
A PHM implementation frame work for MASS (Maritime Autonomous Surface Ships) based on RAM (Reliability Availability Maintainability)
Abstract 312 | PDF Downloads 233 | DOI https://doi.org/10.36001/phme.2024.v8i1.4073
Page 16
A Physics-Inspired and Data-Driven Approach for Temperature-Based Condition Monitoring
Abstract 282 | PDF Downloads 240 | DOI https://doi.org/10.36001/phme.2024.v8i1.3977
Page 10
A Practical Example of Applying Machine Learning to a Real Turbofan Engine Issue: NEOP
Abstract 244 | PDF Downloads 189 | DOI https://doi.org/10.36001/phme.2024.v8i1.4103
Page 7
A Review of Prognostics and Health Management in Wind Turbine Components
Abstract 354 | PDF Downloads 188 | DOI https://doi.org/10.36001/phme.2024.v8i1.4093
Page 15
A rolling bearing state evaluation method based on deep learning combined with Wiener process
Abstract 251 | PDF Downloads 188 | DOI https://doi.org/10.36001/phme.2024.v8i1.4095
Page 8
A Semi-supervised Fault Diagnosis Method Based on Graph Convolution for Few-shot Fault Diagnosis
Abstract 214 | PDF Downloads 163 | DOI https://doi.org/10.36001/phme.2024.v8i1.4106
Page 8
A Study on the Equipment Data Collection and Developing Next Generation Integrated PHM System
Abstract 276 | PDF Downloads 166 | DOI https://doi.org/10.36001/phme.2024.v8i1.4140
Page 7
Active learning for gear defect detection in gearboxes
Abstract 392 | PDF Downloads 241 | DOI https://doi.org/10.36001/phme.2024.v8i1.4050
Page 10
Advancing Durability Testing in Automotive Component through Prognostics and Health Management (PHM) Integration
Abstract 371 | PDF Downloads 287 | DOI https://doi.org/10.36001/phme.2024.v8i1.4089
Page 6
An Experiment on Anomaly Detection for Fault Vibration Signals Using Autoencoder-Based N-Segmentation Algorithm
Abstract 371 | PDF Downloads 307 | DOI https://doi.org/10.36001/phme.2024.v8i1.4070
Page 8
Analytical Modeling of Health Indices for Prognostics and Health Management
Abstract 366 | PDF Downloads 258 | DOI https://doi.org/10.36001/phme.2024.v8i1.4083
Page 11
Anomaly Detection of a Cooling Water Pump of a Power Plant Based on its Virtual Digital Twin Constructed with Deep Learning Techniques
Abstract 334 | PDF Downloads 241 | DOI https://doi.org/10.36001/phme.2024.v8i1.4004
Page 9
Applying Prognostics and Health Management to Optimize Safety and Sustainability at the First Adaptive High-Rise Structure
Abstract 312 | PDF Downloads 195 | DOI https://doi.org/10.36001/phme.2024.v8i1.4045
Page 12
Automated Fault Diagnosis Using Maximal Overlap Discret Wavelet Packet Transform and Principal Components Analysis
Abstract 381 | PDF Downloads 296 | DOI https://doi.org/10.36001/phme.2024.v8i1.4109
Page 7
Bayesian Networks for Remaining Useful Life Prediction
Abstract 469 | PDF Downloads 321 | DOI https://doi.org/10.36001/phme.2024.v8i1.4019
Page 11
Characterizing Damage in Wind Turbine Mooring Using a Data-Driven Predictor Model within a Particle Filtering Estimation Framework
Abstract 293 | PDF Downloads 170 | DOI https://doi.org/10.36001/phme.2024.v8i1.4051
Page 8
Comparison among Machine Learning Models Applied in Lithiumion Battery Internal Short Circuit Detection
Abstract 277 | PDF Downloads 200 | DOI https://doi.org/10.36001/phme.2024.v8i1.3980
Page 10
Continuous Test-time Domain Adaptation for Efficient Fault Detection under Evolving Operating Conditions
Abstract 321 | PDF Downloads 224 | DOI https://doi.org/10.36001/phme.2024.v8i1.4021
Page 11
Contrastive Metric Learning Loss-Enhanced Multi-Layer Perceptron for Sequentially Appearing Clusters in Acoustic Emission Data Streams
Abstract 413 | PDF Downloads 205 | DOI https://doi.org/10.36001/phme.2024.v8i1.4134
Page 10
Counterfactual Explanation for Auto-Encoder Based Time-Series Anomaly Detection
Abstract 332 | PDF Downloads 216 | DOI https://doi.org/10.36001/phme.2024.v8i1.4087
Page 9
Damage Detection using Machine Learning for PHM in Gearbox Applications
Abstract 336 | PDF Downloads 194 | DOI https://doi.org/10.36001/phme.2024.v8i1.4062
Page 12
Data Scarcity in Fault Detection for Solar Tracking Systems: the Power of Physics-Informed Artificial Intelligence
Abstract 302 | PDF Downloads 201 | DOI https://doi.org/10.36001/phme.2024.v8i1.4059
Page 8
Data-Driven Prognostics with Multi-Layer Perceptron Particle Filter: a Cross-Industry Exploration
Abstract 241 | PDF Downloads 161 | DOI https://doi.org/10.36001/phme.2024.v8i1.4034
Page 8
Defect Data Augmentation Method for Robust Image-based Product Inspection
Abstract 292 | PDF Downloads 287 | DOI https://doi.org/10.36001/phme.2024.v8i1.4068
Page 8
Detection of Abnormal Conditions in Electro-Mechanical Actuators by Physics-Informed Long Short-term Memory Networks
Abstract 364 | PDF Downloads 199 | DOI https://doi.org/10.36001/phme.2024.v8i1.4018
Page 8
Development of a Feature Extraction Methodology for Prognostic Tasks of Aerospace Structures and Systems
Abstract 321 | PDF Downloads 181 | DOI https://doi.org/10.36001/phme.2024.v8i1.3982
Page 11
Development of a PHM system for electrically actuated brakes of a smallpassenger aircraft
Abstract 244 | PDF Downloads 150 | DOI https://doi.org/10.36001/phme.2024.v8i1.4002
Page 12
Development of Anomaly Detection Technology Applicable to Various Equipment Groups in Smart Factory
Abstract 439 | PDF Downloads 297 | DOI https://doi.org/10.36001/phme.2024.v8i1.4037
Page 12
Development of Fault Diagnosis Model based on Semi-supervised Autoencoder
Abstract 208 | PDF Downloads 132 | DOI https://doi.org/10.36001/phme.2024.v8i1.4023
Page 7
DiffPhysiNet: A Bearing Diagnostic Framework Based on Physics-Driven Diffusion Network for Unseen Working Conditions
Abstract 334 | PDF Downloads 241 | DOI https://doi.org/10.36001/phme.2024.v8i1.4119
Page 10
Domain Adaptation for Fault Detection in Civil Nuclear Plants
Abstract 272 | PDF Downloads 128 | DOI https://doi.org/10.36001/phme.2024.v8i1.4076
Page 11
Domain Adaptation via Simulation Parameter and Data Perturbation for Predictive Maintenance
Abstract 342 | PDF Downloads 192 | DOI https://doi.org/10.36001/phme.2024.v8i1.3985
Page 11
Dynamic Modeling of Distributed Wear-Like Faults in Spur Gears: Simplified Approach with Experimental Validation
Abstract 256 | PDF Downloads 197 | DOI https://doi.org/10.36001/phme.2024.v8i1.4127
Page 7
Enhanced Diagnostics Empowered by Improved Mechanical Vibration Component Extraction in Nonstationary Regimes
Abstract 328 | PDF Downloads 181 | DOI https://doi.org/10.36001/phme.2024.v8i1.3984
Page 10
Enhancing gearbox condition monitoring using randomized singular value decomposition and K-nearest neighbor
Abstract 276 | PDF Downloads 186 | DOI https://doi.org/10.36001/phme.2024.v8i1.4108
Page 7
Enhancing Lithium-ion Battery Safety: Analysis and Detection of Internal Short Circuit basing on an Electrochemical-Thermal Modeling
Abstract 318 | PDF Downloads 132 | DOI https://doi.org/10.36001/phme.2024.v8i1.4035
Page 7
Enhancing Lithium-Ion Battery State-of-Charge Estimation Across Battery Types via Unsupervised Domain Adaptation
Abstract 347 | PDF Downloads 147 | DOI https://doi.org/10.36001/phme.2024.v8i1.4012
Page 8
False alarm reduction in railway track quality inspections using machine learning
Abstract 288 | PDF Downloads 203 | DOI https://doi.org/10.36001/phme.2024.v8i1.4113
Page 8
Fault Diagnosis of Multiple Components in Complex Mechanical System Using Remote Sensor
Abstract 173 | PDF Downloads 154 | DOI https://doi.org/10.36001/phme.2024.v8i1.3999
Page 9
Fault Prediction and Estimation of Automotive LiDAR Signals Using Transfer Learning-Based Domain Generalization
Abstract 270 | PDF Downloads 189 | DOI https://doi.org/10.36001/phme.2024.v8i1.4027
Page 6
From Prediction to Prescription: Large Language Model Agent for Context-Aware Maintenance Decision Support
Abstract 443 | PDF Downloads 256 | DOI https://doi.org/10.36001/phme.2024.v8i1.4114
Page 10
Graph Neural Networks for Electric and Hydraulic Data Fusion to Enhance Short-term Forecasting of Pumped-storage Hydroelectricity
Abstract 307 | PDF Downloads 159 | DOI https://doi.org/10.36001/phme.2024.v8i1.4129
Page 11
Health-aware Control for Health Management of Lithium-ion Battery in a V2G Scenario
Abstract 279 | PDF Downloads 169 | DOI https://doi.org/10.36001/phme.2024.v8i1.4086
Page 10
Human-Centric PHM in the Era of Industry 5.0
Abstract 323 | PDF Downloads 266 | DOI https://doi.org/10.36001/phme.2024.v8i1.4121
Page 7
Hybrid AI-Subject Matter Expert Solution for Evaluating the Health Index of Oil Distribution Transformers
Abstract 270 | PDF Downloads 185 | DOI https://doi.org/10.36001/phme.2024.v8i1.4102
Page 8
Hybrid Prognostics for Aircraft Fuel System: An Approach to Forecasting the Future
Abstract 692 | PDF Downloads 466 | DOI https://doi.org/10.36001/phme.2024.v8i1.4130
Page 9
Influence of Reducing the Load Level of Mission Profiles on the Remaining Useful Life of a TO220 Analyzed with a Surrogate Model
Abstract 261 | PDF Downloads 165 | DOI https://doi.org/10.36001/phme.2024.v8i1.3979
Page 6
Integrating Network Theory and SHAP Analysis for Enhanced RUL Prediction in Aeronautics
Abstract 340 | PDF Downloads 132 | DOI https://doi.org/10.36001/phme.2024.v8i1.4077
Page 15
Integration of Condition Information in UAV Swarm Management to increase System Availability in dynamic Environments
Abstract 198 | PDF Downloads 136 | DOI https://doi.org/10.36001/phme.2024.v8i1.4094
Page 11
Labeling Algorithm for Outer-Race Faults in Bearings Based on Load Signal
Abstract 203 | PDF Downloads 150 | DOI https://doi.org/10.36001/phme.2024.v8i1.4092
Page 7
Landing Gear Health Assessment: Synergising Flight Data Analysis with Theoretical Prognostics in a Hybrid Assessment Approach
Abstract 455 | PDF Downloads 365 | DOI https://doi.org/10.36001/phme.2024.v8i1.4085
Page 10
Large Language Model-based Chatbot for Improving Human-Centricity in Maintenance Planning and Operations
Abstract 862 | PDF Downloads 406 | DOI https://doi.org/10.36001/phme.2024.v8i1.4098
Page 12
Leveraging Generative and Probabilistic Models for Diagnostics of Cyber-Physical Systems
Abstract 232 | PDF Downloads 153 | DOI https://doi.org/10.36001/phme.2024.v8i1.4055
Page 7
LSTM and Transformers based methods for Remaining Useful Life Prediction considering Censored Data
Abstract 619 | PDF Downloads 303 | DOI https://doi.org/10.36001/phme.2024.v8i1.3974
Page 10
Maintenance decision-making model for gas turbine engine components
Abstract 193 | PDF Downloads 186 | DOI https://doi.org/10.36001/phme.2024.v8i1.4043
Page 7
Maintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning
Abstract 741 | PDF Downloads 332 | DOI https://doi.org/10.36001/phme.2024.v8i1.4091
Page 14
Model-based Probabilistic Diagnosis in Large Cyberphysical Systems
Abstract 247 | PDF Downloads 184 | DOI https://doi.org/10.36001/phme.2024.v8i1.4033
Page 12
MOXAI – Manufacturing Optimization through Model-Agnostic Explainable AI and Data-Driven Process Tuning
Abstract 375 | PDF Downloads 173 | DOI https://doi.org/10.36001/phme.2024.v8i1.4111
Page 7
NLP-Based Fault Detection Method for Multifunction Logging-While-Drilling Services
Abstract 275 | PDF Downloads 237 | DOI https://doi.org/10.36001/phme.2024.v8i1.4084Noise-aware AI methods for robust acoustic monitoring of bearings in industrial machines
Abstract 348 | PDF Downloads 130 | DOI https://doi.org/10.36001/phme.2024.v8i1.4112
Page 10
On the Feasibility of Condition Monitoring of Belt Splices in Belt Conveyor Systems Using IoT Devices*
Abstract 171 | PDF Downloads 149 | DOI https://doi.org/10.36001/phme.2024.v8i1.3990
Page 7
Particle Filter Approach for Prognostics Using Exact Static Parameter Estimation and Consistent Prediction
Abstract 231 | PDF Downloads 130
Page 10
PHM for Spacecraft Propulsion Systems: Developing Resilient Models for Real-World Challenges
Abstract 241 | PDF Downloads 161 | DOI https://doi.org/10.36001/phme.2024.v8i1.4110
Page 7
Probabilistic Uncertainty-Aware Decision Fusion of Neural Network for Bearing Fault Diagnosis
Abstract 368 | PDF Downloads 234 | DOI https://doi.org/10.36001/phme.2024.v8i1.4010
Page 10
Prognosis of Internal Short Circuit Formation in Lithium-Ion Batteries: An Integrated Approach Using Extended Kalman Filter and Regression Model
Abstract 226 | PDF Downloads 137 | DOI https://doi.org/10.36001/phme.2024.v8i1.4011
Page 8
Remaining Useful Lifetime Estimation of Bearings Operating under Time-Varying Conditions
Abstract 471 | PDF Downloads 357 | DOI https://doi.org/10.36001/phme.2024.v8i1.4101
Page 9
Residual Selection for Observer-Based Fault Detection and Isolation in a Multi-Engine Propulsion Cluster
Abstract 192 | PDF Downloads 147 | DOI https://doi.org/10.36001/phme.2024.v8i1.4056
Page 9
Robust Remaining Useful Life Prediction Using Jacobian Feature Regression-Based Model Adaptation
Abstract 307 | PDF Downloads 160 | DOI https://doi.org/10.36001/phme.2024.v8i1.4118
Page 11
Simulation-based remaining useful life prediction of rolling element bearings under varying operating conditions
Abstract 470 | PDF Downloads 279 | DOI https://doi.org/10.36001/phme.2024.v8i1.4044
Page 12
Soft Ordering 1-D CNN to Estimate the Capacity Factor of Windfarms for Identifying the Age-Related Performance Degradation
Abstract 246 | PDF Downloads 147 | DOI https://doi.org/10.36001/phme.2024.v8i1.4028
Page 9
State-of-Charge and State-of-Health Estimation for Li-Ion Batteries of Hybrid Electric Vehicles under Deep Degradation
Abstract 219 | PDF Downloads 232 | DOI https://doi.org/10.36001/phme.2024.v8i1.4032
Page 10
Statistical Knowledge Integration into Neural Networks: Novel Neuron Units for Bearing Prognostics
Abstract 260 | PDF Downloads 206 | DOI https://doi.org/10.36001/phme.2024.v8i1.4088
Page 14
SurvLoss: A New Survival Loss Function for Neural Networks to Process Censored Data
Abstract 901 | PDF Downloads 537 | DOI https://doi.org/10.36001/phme.2024.v8i1.4052
Page 7
System-level Probabilistic Remaining Useful Life Prognostics and Predictive Inspection Planning for Wind Turbines
Abstract 413 | PDF Downloads 249 | DOI https://doi.org/10.36001/phme.2024.v8i1.3991
Page 13
Testing Topological Data Analysis for Condition Monitoring of Wind Turbines
Abstract 466 | PDF Downloads 280 | DOI https://doi.org/10.36001/phme.2024.v8i1.4117
Page 10
Test-Training Leakage in Evaluation of Machine Learning Algorithms for Condition-Based Maintenance
Abstract 532 | PDF Downloads 219 | DOI https://doi.org/10.36001/phme.2024.v8i1.4125
Page 13
Timeseries Feature Extraction for Dataset Creation in Prognostic Health Management
Abstract 330 | PDF Downloads 170 | DOI https://doi.org/10.36001/phme.2024.v8i1.3968
Page 13
Towards a Hybrid Framework for Prognostics with Limited Run-to-Failure Data
Abstract 303 | PDF Downloads 150 | DOI https://doi.org/10.36001/phme.2024.v8i1.4017
Page 12
Towards a Probabilistic Fusion Approach for Robust Battery Prognostics
Abstract 260 | PDF Downloads 176 | DOI https://doi.org/10.36001/phme.2024.v8i1.3981
Page 13
Towards Efficient Operation and Maintenance of Wind Farms: Leveraging AI for Minimizing Human Error
Abstract 233 | PDF Downloads 173 | DOI https://doi.org/10.36001/phme.2024.v8i1.4067
Page 9
Towards Physics-Informed PHM for Multi-component degradation (MCD) in complex systems
Abstract 353 | PDF Downloads 207 | DOI https://doi.org/10.36001/phme.2024.v8i1.4099
Page 14
Transfer Learning-based Adaptive Diagnosis for Power Plants under Varying Operating Conditions
Abstract 204 | PDF Downloads 150 | DOI https://doi.org/10.36001/phme.2024.v8i1.4096
Page 6
Ultrafast laser damaging of ball bearings for the condition monitoring of a fleet of linear motors
Abstract 183 | PDF Downloads 86 | DOI https://doi.org/10.36001/phme.2024.v8i1.4136
Page 10
Uncertainty in Aircraft Turbofan Engine Prognostics on the C-MAPSS Dataset
Abstract 628 | PDF Downloads 338 | DOI https://doi.org/10.36001/phme.2024.v8i1.4007
Page 10
Unsupervised Learning for Bearing Fault Identification with Vibration Data
Abstract 220 | PDF Downloads 179 | DOI https://doi.org/10.36001/phme.2024.v8i1.4047
Page 9
Virtual Sensor for Real-Time Bearing Load Prediction Using Heterogeneous Temporal Graph Neural Networks
Abstract 609 | PDF Downloads 269 | DOI https://doi.org/10.36001/phme.2024.v8i1.3998
Page 8
Posters
Case Study of Product Development through Generative Design according to Anemometer Replacement Cycles
Abstract 178 | PDF Downloads 186 | DOI https://doi.org/10.36001/phme.2024.v8i1.4026Feature Selection Method for Gear Health Indicator Using MIC Ranking
Abstract 237 | PDF Downloads 147 | DOI https://doi.org/10.36001/phme.2024.v8i1.4031
Page 8
Filter-based feature selection for prognostics incorporating cross correlations and failure thresholds
Abstract 479 | PDF Downloads 283 | DOI https://doi.org/10.36001/phme.2024.v8i1.4075
Page 10
Integrated design of negative stiffness honeycomb structures considering performance and operational degradation
Abstract 251 | PDF Downloads 187 | DOI https://doi.org/10.36001/phme.2024.v8i1.3997
Page 12
Mastering Training Data Generation for AI - Integrating High- Fidelity Component Models with Standard Flight Simulator Software
Abstract 193 | PDF Downloads 90 | DOI https://doi.org/10.36001/phme.2024.v8i1.4040
Page 7
Model-Based Loads Observer Approach for Landing Gear Remaining Useful Life Prediction
Abstract 225 | PDF Downloads 141 | DOI https://doi.org/10.36001/phme.2024.v8i1.4104
Page 11
Process Quality Monitoring Through a LSTM Network Derived from a Rule-Based Approach
Abstract 132 | PDF Downloads 74 | DOI https://doi.org/10.36001/phme.2024.v8i1.4126
Page 9
Threshold Selection for Classification Models in Prognostics
Abstract 609 | PDF Downloads 377 | DOI https://doi.org/10.36001/phme.2024.v8i1.4139Doctoral Symposium
Design Of Digital Twins for In-Service Support and Maintenance
Abstract 471 | PDF Downloads 309 | DOI https://doi.org/10.36001/phme.2024.v8i1.3969
Page 4
Development of a Data-driven Condition-Based Maintenance Methodology Framework for an Advanced Jet Trainer
Abstract 298 | PDF Downloads 236 | DOI https://doi.org/10.36001/phme.2024.v8i1.3943
Page 5
Digital Twin Development for Feed Drive Systems Condition Monitoring and Maintenance Planning
Abstract 503 | PDF Downloads 264 | DOI https://doi.org/10.36001/phme.2024.v8i1.3952
Page 4
Generating Realistic Failure Data for Predictive Maintenance: A Simulation and cGAN-based Methodology
Abstract 255 | PDF Downloads 212 | DOI https://doi.org/10.36001/phme.2024.v8i1.3951
Page 4
Machinery Fault Detection using Advanced Machine Learning Techniques
Abstract 559 | PDF Downloads 394 | DOI https://doi.org/10.36001/phme.2024.v8i1.3947
Page 4
Natural Language Processing for Risk, Resilience, and Reliability
Abstract 353 | PDF Downloads 210 | DOI https://doi.org/10.36001/phme.2024.v8i1.3956
Page 4
Prognostics of Remaining Useful Life for Aviation Structures Considering Imperfect Repairs
Abstract 247 | PDF Downloads 180 | DOI https://doi.org/10.36001/phme.2024.v8i1.3955Trustworthy Machine Learning Operations for Predictive Maintenance Solutions
Abstract 334 | PDF Downloads 186 | DOI https://doi.org/10.36001/phme.2024.v8i1.3966
Page 4