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By Author
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Evaluating the Impact of Data Partitioning and Client Selection on Federated Remaining Useful Life Prediction in Aviation
Faruk Ozdemir, Roy S. Kalawsky, Mohammed M. Mabkhot
Abstract
3 | PDF Downloads
2
PDF
Page 1-12
Contrastive Metric Learning Loss-Enhanced Multi-Layer Perceptron for Sequentially Appearing Clusters in Acoustic Emission Data Streams
Oualid Laiadi, Ikram Remadna, El yamine Dris, Redouane Drai, Sadek Labib Terrissa, Noureddine Zerhouni
Abstract
2194 | PDF Downloads
615
PDF
Page 10
Dynamic Modeling of Distributed Wear-Like Faults in Spur Gears: Simplified Approach with Experimental Validation
Lior Bachar, Roee Cohen, Omri Matania, Jacob Bortman
Abstract
1215 | PDF Downloads
591
PDF
Page 7
DiffPhysiNet: A Bearing Diagnostic Framework Based on Physics-Driven Diffusion Network for Unseen Working Conditions
Zhinbin Guo, Jingsong Xie, Tongyang Pan, Tiantian Wang
Abstract
1475 | PDF Downloads
896
PDF
Page 10
False alarm reduction in railway track quality inspections using machine learning
Isidro Durazo-Cardenas, Bernadin Namoano, Andrew Starr, Ram Dilip Sala, Jichao Lai
Abstract
1413 | PDF Downloads
996
PDF
Page 8
Enhancing gearbox condition monitoring using randomized singular value decomposition and K-nearest neighbor
Adel Afia, Mocnef Soualhi, Fawzi Gougam, Walid Touzout , Abdassamad Ait-Chikh, Mounir Meloussi
Abstract
1223 | PDF Downloads
477
PDF
Page 7
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
1263 | PDF Downloads
632
PDF
Page 8
A rolling bearing state evaluation method based on deep learning combined with Wiener process
Yuntian Ta, Tiantian Wang, Jingsong Xie, Jinsong Yang, Tongyang Pan
Abstract
1439 | PDF Downloads
698
PDF
Page 8
A Computer Vision Deep Learning Tool for Automatic Recognition of Bearing Failure Modes
Stephan Baggerohr, Cees Taal, Sebastian Echeverri Restrepo, Mourad Chennaoui, Christine Matta
Abstract
1672 | PDF Downloads
678
PDF
Page 5
Filter-based feature selection for prognostics incorporating cross correlations and failure thresholds
Alexander Loewen, Peter Wissbrock, Amelie Bender, Walter Sextro
Abstract
1442 | PDF Downloads
653
PDF
Page 10
Active learning for gear defect detection in gearboxes
Wenzhi Liao, Roeland De Geest
Abstract
1559 | PDF Downloads
771
PDF
Page 10
Unsupervised Learning for Bearing Fault Identification with Vibration Data
Gianluca Nicchiotti, Idris Cherif, Sebastien Kuenlin
Abstract
1299 | PDF Downloads
1027
PDF
Page 9
Mastering Training Data Generation for AI - Integrating High- Fidelity Component Models with Standard Flight Simulator Software
Andreas Löhr, Conor Haines
Abstract
927 | PDF Downloads
299
PDF
Page 7
Probabilistic Uncertainty-Aware Decision Fusion of Neural Network for Bearing Fault Diagnosis
Atabak mostafavi, Mohammad Siami, Andreas Friedmann, Tomasz Barszcz, Radoslaw Zimroz
Abstract
1405 | PDF Downloads
1058
PDF
Page 10
Particle Filter Approach for Prognostics Using Exact Static Parameter Estimation and Consistent Prediction
Kai Hencken, Arthur Serres, Giacomo Garegnani
Abstract
1243 | PDF Downloads
392
PDF
Page 10
Integrated design of negative stiffness honeycomb structures considering performance and operational degradation
Hyeong-Do Kim, Taemin Noh, Young-Jin Kang, Nam-Ho Kim, Yoojeong Noh
Abstract
1297 | PDF Downloads
615
PDF
Page 12
Enhanced Diagnostics Empowered by Improved Mechanical Vibration Component Extraction in Nonstationary Regimes
Fadi Karkafi, Jérôme Antoni, Quentin Leclère, Mahsa Yazdanianasr, Konstantinos Gryllias, Mohammed El Badaoui
Abstract
1289 | PDF Downloads
468
PDF
Page 10
Development of a Feature Extraction Methodology for Prognostic Tasks of Aerospace Structures and Systems
Antonio Orru, Thanos Kontogiannis, Francesco Falcetelli, Raffaella Di Sante, Nick Eleftheroglou
Abstract
1248 | PDF Downloads
552
PDF
Page 11
LSTM and Transformers based methods for Remaining Useful Life Prediction considering Censored Data
Jean-Pierre NOOT, Etienne BIRMELE, François REY
Abstract
3500 | PDF Downloads
1419
PDF
Page 10
Digital Twin Development for Feed Drive Systems Condition Monitoring and Maintenance Planning
Himanshu Gupta, Pradeep Kundu
Abstract
1637 | PDF Downloads
1028
PDF
Page 4
Machinery Fault Detection using Advanced Machine Learning Techniques
Dhiraj Neupane, Mohamed Reda Bouadjenek, Richard Dazeley, Sunil Aryal
Abstract
1643 | PDF Downloads
1224
PDF
Page 4
PHME 2021 Management Team, Publisher Information and Table of Contents
Phuc Do
Abstract
551 | PDF Downloads
532
PDF
PHME 2022 Management Team, Publisher Information and Table of Contents
Phuc Do
Abstract
896 | PDF Downloads
836
PDF
Toward Runtime Assurance of Complex Systems with AI Components
Yuning He, Johann Schumann, Huafeng Yu
Abstract
968 | PDF Downloads
1638
PDF
Page 166-174
Unsupervised Prognostics based on Deep Virtual Health Index Prediction
Martin Hervé de Beaulieu, Mayank Shekhar Jha, Hugues Garnier, Farid Cerbah
Abstract
1481 | PDF Downloads
1081
PDF
Page 193-199
51 - 75 of 130 items
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