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Vibration Analysis for Damage Detection and Classification for Condition Monitoring on Worm Gears

Philipp Häderle, Martin Dazer, Patric Schmitt

Abstract 194 | PDF Downloads 144

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Page 1-7

Physics-Informed Machine Learning-Assisted State Estimation for Degrading System Considering Sensor Degradation Impacts

Trung-Thanh N. Thai, Phuc Do, Benoit Iung

Abstract 227 | PDF Downloads 195

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Page 1-7

Causal Inference for Root Cause Analysis in Safety-Critical Engineering Systems

Evangelia Perivolaki, Steve King, Irene Moulitsas

Abstract 230 | PDF Downloads 160

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Page 1-3

API-Based Integration Framework for Dual-LLM Prescriptive Maintenance Report Generation in PHM-Enabled Digital Twin Applications

Atuahene Barimah, Chimkakwo Owhor, Octavian Niculita, Don McGlinchey

Abstract 219 | PDF Downloads 166

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Page 1-9

Towards Green PHM: Adaptive Early Stopping for Sustainable Neural Architecture Search in Industrial Applications

David Solís-Martín, Juan Galan-Paez, Joaquín Borrego-Díaz

Abstract 146 | PDF Downloads 122

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Page 1-13

Time-Varying Mesh Stiffness Modelling for Multi-Fault Spur and Helical Gear Diagnostics: An Integrated Analytical, Numerical, and Experimental Framework

Maruti, Konstantinos Gryllias

Abstract 212 | PDF Downloads 231

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Page 1-3

Maintenance Planning for Prognostic Health Management of Multi-Component Systems: A Case Study of Multi-Objective Optimisation for Railway Vehicles

Bernd Wagner, Sofoklis Kitharidis, Furong Ye, Thomas Bäck, Niki van Stein

Abstract 166 | PDF Downloads 137

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Page 1-11

Self-Powered Multi-Parameter Wireless Sensing for Condition Monitoring of Marine Propulsion Shafts

Van Ai Hoang, Yang Gon Kim, Young Chul Lee

Abstract 177 | PDF Downloads 142

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Page 1-7

RUL-Aware RRT*: Degradation-Balanced Motion Planning for Robotic Manipulators

Haibo LI, Zhiguo Zeng

Abstract 243 | PDF Downloads 164

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Page 1-8

Physics Based and Data Driven Anomaly Detection Methods Using Vibration Data for Early Gear Damage Detection in Planetary Gearboxes

Lukas Merkle, Martin Dazer

Abstract 214 | PDF Downloads 158

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Page 1-17

Manufacturing Quality–Informed Prognostics: A Novel Approach to Past Uncertainty Management

Benjamin Brito Schiele, Julie Teuwen, Nick Eleftheroglou

Abstract 159 | PDF Downloads 121

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Page 1-9

A Novel High-Level Reasoning Architecture for Aircraft Prescriptive Maintenance

Haroun El Mir, Fakhre Ali, Ian Jennions, Steve King, Martin Skote, Lusitha Ramachandra

Abstract 300 | PDF Downloads 206

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Page 1-13

System-Level CBM/PBM Aggregation: A Unified Framework for Proactive and Reactive Metrics in Redundant Architectures

Franck Dessertenne

Abstract 217 | PDF Downloads 142

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Page 1-13

Multi-Modal 3D Neural Representations for Scene Modeling: Towards Building Health Management and Energy Evaluation

Chenghao Xu, Malcolm Mielle, Olga Fink

Abstract 168 | PDF Downloads 132

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Bridging Methods and Data in System-Level Prognostics: A Comprehensive Review

A. Madjid CHERGUI, Khanh T. P. NGUYEN, Kamal Medjaher

Abstract 314 | PDF Downloads 150

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Page 1-8

Aging States Estimation and Monitoring Strategies of Li-Ion Batteries Using Incremental Capacity Analysis and Gaussian Process Regression

Moritz Landwehr, Patrick Hoher, Johannes Reuter

Abstract 180 | PDF Downloads 136

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Page 1-11

Remaining Useful Life Prediction Using Constraint Guided Learning with Limited Physical Knowledge

Ilyas Lemmens, Wout Rombouts, Quinten Van Baelen, Peter Karsmakers, Mathias Verbeke

Abstract 227 | PDF Downloads 141

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Page 1-10

Prognosis of Mission-Aware Remaining Useful Life for ROV Thrusters Using a Physics-Consistent Simulation Framework

George K. Fourlas, George C. Karras

Abstract 214 | PDF Downloads 123

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Page 1-11

Improved State of Health Assessment for Lithium-Ion Batteries Based on Electrochemical Impedance Spectroscopy Measurements

Gabriele Patrizi, Fabio Canzanella, Lorenzo Ciani

Abstract 231 | PDF Downloads 141

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Page 1-9

Hybrid Prognostics for Aircraft Fuel System: An Approach to Forecasting the Future

Shuai Fu, Nicolas P. Avdelidis

Abstract 2118 | PDF Downloads 1119

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Page 9

Hybrid AI-Subject Matter Expert Solution for Evaluating the Health Index of Oil Distribution Transformers

Augustin Cathignol, Victor Thuillie-Demont, Ludovica Baldi, Laurent Micheau, Jean-Pierre Petitpretre, Amelle Ouberehil

Abstract 1391 | PDF Downloads 735

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Page 8

Maintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning

Lisandro Arturo Jimenez-Roa, Thiago D. Simão, Zaharah Bukhsh, Tiedo Tinga, Hajo Molegraaf, Nils Jansen, Marielle Stoelinga

Abstract 2336 | PDF Downloads 886

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Page 14

Integrating Network Theory and SHAP Analysis for Enhanced RUL Prediction in Aeronautics

Yazan Alomari, Marcia Baptista, Mátyás Andó

Abstract 1825 | PDF Downloads 436

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Page 15

Defect Data Augmentation Method for Robust Image-based Product Inspection

Youngwoon Choi, Hyunseok Lee, Sang Won Lee

Abstract 1990 | PDF Downloads 1494

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Page 8

Data Scarcity in Fault Detection for Solar Tracking Systems: the Power of Physics-Informed Artificial Intelligence

Mila Francesca Lüscher, Jannik Zgraggen, Yuyan Guo, Antonio Notaristefano, Lilach Goren Huber

Abstract 1801 | PDF Downloads 857

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Page 8

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