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Data-Driven Prognostics with Multi-Layer Perceptron Particle Filter: a Cross-Industry Exploration

Francesco Cancelliere, Sylvain Girard, Jean-Marc Bourinet

Abstract 773 | PDF Downloads 485

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Page 8

Design Of Digital Twins for In-Service Support and Maintenance

Atuahene Barimah

Abstract 1532 | PDF Downloads 1086

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Page 4

Deep Learning Representation Pre-training for Industry 4.0

Alaaeddine Chaoub, Christophe Cerisara, Alexandre Voisin, Benoît Iung

Abstract 759 | PDF Downloads 707

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Page 571-573

Towards Prognostics & Health Management in Lighting Applications

D. Schenkelaars, W.D. van Driel, M. Klompenhouwer, I. Flinsenberg, R. Duijve

Abstract 602 | PDF Downloads 389

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Prognostics of connection defects in electronics modules

Bey-Temsamani Abdellatif, Stijn Helsen, Maarten Witters, Marc Engels

Abstract 521 | PDF Downloads 374

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A PHM implementation frame work for MASS (Maritime Autonomous Surface Ships) based on RAM (Reliability Availability Maintainability)

Toby Adam Michael Russell, Octavian Niculita

Abstract 1406 | PDF Downloads 830

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Page 16

Damage Detection using Machine Learning for PHM in Gearbox Applications

Lisa Binanzer, Tobias Schmid, Lukas Merkle, Martin Dazer

Abstract 1414 | PDF Downloads 779

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Page 12

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 1420 | PDF Downloads 717

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Page 8

A Novel Approach for Evaluating Datasets Similarities Based on Analytical Hierarchy Process in the Industrial PHM Context

Mohamed Aziz Zaghdoudi, Christophe Varnier, Sonia Hajri-Gabouj, Noureddine Zerhouni

Abstract 1107 | PDF Downloads 598

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Page 10

A Flexible Methodology for Uncertainty-Quantified Monitoring of Abrasive Wear in Heavy Machinery Using Neural Networks and Phenomenology-Based Feature Engineering

Thbate, Marcos E. Orchard, Nicolás Tagle

Abstract 1287 | PDF Downloads 609

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Page 9

Timeseries Feature Extraction for Dataset Creation in Prognostic Health Management

Thanos Kontogiannis, Wanda Melfo, Nick Eleftheroglou, Dimitrios Zarouchas

Abstract 1325 | PDF Downloads 431

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Page 13

Filtering Misleading Repair Log Labels to Improve Predictive Maintenance Models

Pablo del Moral, Sławomir Nowaczyk, Sepideh Pashami

Abstract 989 | PDF Downloads 769

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Page 110-117

On the Integration of Fundamental Knowledge about Degradation Processes into Data-Driven Diagnostics and Prognostics Using Theory-Guided Data Science

Simon Hagmeyer, Peter Zeiler, Marco F. Huber

Abstract 1201 | PDF Downloads 1086

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Page 156-165

Experimental Validation of Multi-fidelity Models for Prognostics of Electromechanical Actuators

Leonardo Baldo, Pier Carlo Berri, Matteo D. L. Dalla Vedova, Paolo Maggiore

Abstract 817 | PDF Downloads 704

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Page 32-42

A Case-study Led Investigation of Explainable AI (XAI) to Support Deployment of Prognostics in the industry

Omnia Amin, Blair Brown, Bruce Stephen, Stephen McArthur

Abstract 1463 | PDF Downloads 881

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Page 9-20

Optimal Service Points (OSP) for PHM Enabled Condition Based Maintenance for Oil and Gas Applications

Atuahene Barimah, Octavian Niculita, Don McGlinchey, Babakalli Alkali

Abstract 1900 | PDF Downloads 759

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Page 15

Securing Deep Learning Models with Autoencoder based Anomaly Detection

Joana Kühne, Christian März, Clemens G¨uhmann

Abstract 1197 | PDF Downloads 1023

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Page 13

Prediction Capability Assessment of Data-Driven Prognostic Methods for Railway Applications

Francesco Di Maio, Pietro Turati, Enrico Zio

Abstract 614 | PDF Downloads 381

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Proposal of a model-based fault identification genetic technique for more-electric aircraft flight control EM actuators

Matteo D. L. Dalla Vedova, Alfio Germanà, Paolo Maggiore

Abstract 3350 | PDF Downloads 333

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ADEPS: A Methodology for Designing Prognostic Applications

Jose Ignacio Aizpurua, Victoria M. Catterson

Abstract 694 | PDF Downloads 640

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A General Framework for Uncertainty Propagation Based on Point Estimate Methods

René Schenkendorf

Abstract 434 | PDF Downloads 435

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A Prognostic Framework For Electromagnetic Relay Contacts

Andrew J Wileman, Suresh Perinpanayagam

Abstract 784 | PDF Downloads 597

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Designing Data-Driven Battery Prognostic Approaches for Variable Loading Profiles: Some Lessons Learned

Abhinav Saxena, José R. Celaya, Indranil Roychoudhury, Sankalita Saha, Bhaskar Saha, Kai Goebel

Abstract 496 | PDF Downloads 386

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A Probabilistic Data-Driven Prognostic Methodology for Proton Exchange Membrane Fuel Cells

Amrit Sethi, Dries Verstraete

Abstract 3322 | PDF Downloads 685

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Page 13

Remaining Useful Life Estimation in Aircraft Components with Federated Learning

Raúl Llasag Rosero, Catarina Silva, Bernardete Ribeiro

Abstract 21329 | PDF Downloads 1015

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Page 9

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