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Prognosis of Wear Progression in Electrical Brakes for Aeronautical Applications

Andrea De Martin, Giovanni Jacazio, Vincenzo Parisi, Massimo Sorli

Abstract 830 | PDF Downloads 588

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Page 329-337

Uncertainty Informed Anomaly Scores with Deep Learning: Robust Fault Detection with Limited Data

Jannik Zgraggen, Gianmarco Pizza, Lilach Goren Huber

Abstract 1197 | PDF Downloads 853

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Page 530-540

Expert Knowledge Induced Logic Tensor Networks: A Bearing Fault Diagnosis Case Study

Maximilian-Peter Radtke, Jurgen Bock

Abstract 1052 | PDF Downloads 1064

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Page 421-431

Data Driven Seal Wear Classifications using Acoustic Emissions and Artificial Neural Networks

Nadia. S. Noori, Vignesh. V. Shanbhag, Surya. T. Kandukuri, Rune Schlanbusch

Abstract 928 | PDF Downloads 662

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Page 368-375

Helicopter Bolt Loosening Monitoring using Vibrations and Machine Learning

Eli Gildish, Michael Grebshtein, Yehudit Aperstein, Alex Kushnirski, Igor Makienko

Abstract 1196 | PDF Downloads 1420

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Page 146-155

Hybrid Fault Prognostics for Nuclear Applications: Addressing Rotating Plant Model Uncertainty

Jennifer Blair, Bruce Stephen, Blair Brown, Alistair Forbes, Stephen Mcarthur

Abstract 872 | PDF Downloads 680

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Page 58-67

Novel Metrics to Evaluate Probabilistic Remaining Useful Life Prognostics with Applications to Turbofan Engines

Ingeborg de Pater, Mihaela Mitici

Abstract 1345 | PDF Downloads 1669

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Page 96-109

Weighted-QMIX-based Optimization for Maintenance Decision-making of Multi-component Systems

Van-Thai Nguyen, Phuc Do, Alexandre Voisin, Benoit Iung

Abstract 842 | PDF Downloads 868

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Page 360-367

Machine Learning Methods for Health-Index Prediction in Coating Chambers

Clemens Heistracher, Anahid Jalali, Jurgen Schneeweiss, Klaudia Kovacs, Catherine Laflamme, Bernhard Haslhofer

Abstract 729 | PDF Downloads 1259

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Page 175-181

Approximate Bayesian Computation as a New Tool for Partial Discharge Analysis of Partial Discharge Data

Kai Hencken, Elsi-Mari Borrelli, Daniele Ceccarelli, Andrej Krivda

Abstract 834 | PDF Downloads 646

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Page 182-192

Wrong Injection Detection in a Small Diesel Engine, a Machine Learning Approach

Piero Danti, Ryota Minamino, Giovanni Vichi

Abstract 859 | PDF Downloads 763

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Page 87-95

Prediction of Production Line Status for Printed Circuit Boards

Haichuan Tang, Yin Tian, Junyan Dai, Yuan Wang, Jianli Cong, Qi Liu, Xuejun Zhao, Yunxiao Fu

Abstract 614 | PDF Downloads 387

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Page 563-570

Remaining Useful Life Prediction of Turbo Actuators for Predictive Maintenance of Diesel Engines

Devawrat Bhave, Deepa Tavargeri Adiga, Nilesh Powar, Thomas Mckinley

Abstract 1100 | PDF Downloads 1036

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Page 11

A Deep Support Vector Data Description Method for Anomaly Detection in Helicopters

Chenyu Liu, Konstantinos Gryllias

Abstract 2793 | PDF Downloads 2071

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Page 9

Algorithmically Exploiting the Knowledge Accumulated in Textual Domains for Technical Support

Daniele Pau, Isaia Tarquini, Matteo Iannitelli, Carmine Allegorico

Abstract 738 | PDF Downloads 646

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Page 12

Hybrid Approach for Health Monitoring of Mud Motor Fleet

Dmitry Belov, Zhengxin Zhang, Wei Chen, Yuelin Shen, Samba Ba, Anton Kolyshkin, Sergio Daniel Rocchio, Daniel Viassolo

Abstract 1489 | PDF Downloads 1497

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Page 10

Harmonic Drive Gear Failures in Industrial Robots Applications: An Overview

Andrea Raviola, Andrea De Martin, Roberto Guida, Giovanni Jacazio, Stefano Mauro, Massimo Sorli

Abstract 5269 | PDF Downloads 9049

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Page 11

Hybrid Prediction Method for Remaining Useful Lifetime Estimation Considering Uncertainties

Amelie Bender, Walter Sextro

Abstract 1198 | PDF Downloads 829

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Page 11

Robust Model-Based Fault Detection Using Monte-Carlo Methods and Highest Density Regions

Felix Mardt, Frank Thielecke

Abstract 631 | PDF Downloads 889

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Page 11

Transfer Learning Approaches for Wind Turbine Fault Detection using Deep Learning

Jannik Zgraggen, Markus Ulmer, Eskil Jarlskog, Gianmarco Pizza, Lilach Goren Huber

Abstract 1583 | PDF Downloads 840

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Page 12

Lean Blowout Sensing and Processing via Optical Interferometry and Wavelet Analysis of Dynamic Pressure Data

Gianluca Nicchiotti, Krzysztof Solinski, Fabrice Giuliani

Abstract 1103 | PDF Downloads 654

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Page 11

Metalworking Fluid Classification Based on Acoustic Emission Signals and Convolutional Neural Network

Xiao Wei, Anna Lena Demmerling, Dirk Söffker

Abstract 822 | PDF Downloads 695

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Page 6

A Data-Driven Health Assessment Method for Electromechanical Actuation Systems

Aitor Isturiz, Jose Ignacio Aizpurua, Fidel E. Hernández, Aitzol Iturrospe, Eñaut Muxika, Javier Viñals

Abstract 563 | PDF Downloads 488

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Case Study: Vibration trip and post-event Analysis with Auto-Associative Neural Networks on a Large Steam Turbine

Luc Fromaigeat, Gianluca Nicchiotti

Abstract 3005 | PDF Downloads 902

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NARX Time Series Model for Remaining Useful Life Estimation of Gas Turbine Engines

Oguz Bektas, Jeffrey A. Jones

Abstract 840 | PDF Downloads 1091

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