MOnItoRing of large scale complex technologicAl systems

Project Information

MOIRA

Grant agreement ID: 955681

DOI 10.3030/955681

EC signature date 17 August 2020

Start date 1 March 2021

End date 28 February 2025

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost € 3 958 164,36

EU contribution € 3 958 164,36

Coordinated by

KATHOLIEKE UNIVERSITEIT LEUVEN
Belgium

Deliverables

Documents, reports (1)

1st public technical course

Report on 1st public technical course

Websites, patent fillings, videos etc. (1)

Website creation

Publications

Peer reviewed articles (6)

Framework for stochastic modelling of long-term non-homogeneous data with non-Gaussian characteristics for machine condition prognosis

Author(s): Wojciech Żuławiński; Katarzyna Maraj-Zygmąt; Hamid Shiri; Agnieszka Wyłomańska; Radosław Zimroz
Published in: Mechanical Systems and Signal Processing, Issue Volume 184, 1 February 2023, 2023, Page(s) 1-24, ISSN 0888-3270
Publisher: Academic Press
DOI: 10.1016/j.ymssp.2022.109677

Variable Projection Support Vector Machines and Some Applications Using Adaptive Hermite Expansions

Author(s): Tamás Dózsa, Federico Deuschle, Bram Cornelis, Péter Kovács
Published in: International Journal of Neural Systems, Issue Vol34 no1, 2023, ISSN 0129-0657
Publisher: World Scientific Publishing Co
DOI: 10.1142/s0129065724500047

Automated Identification of Overheated Belt Conveyor Idlers in Thermal Images with Complex Backgrounds Using Binary Classification with CNN

Author(s): Mohammad Siami; Tomasz Barszcz; Jacek Wodecki; Radoslaw Zimroz
Published in: Sensors, 2022, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s222410004

Application of Machine Learning Tools for Long-Term Diagnostic Feature Data Segmentation

Author(s): Forough Moosavi, Hamid Shiri, Jacek Wodecki, Agnieszka Wyłomańska, Radoslaw Zimroz
Published in: Applied Sciences, Issue 2022, 12(13), 6766;, 2022, Page(s) 1-29, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app12136766

Design of an Infrared Image Processing Pipeline for Robotic Inspection of Conveyor Systems in Opencast Mining Sites

Author(s): Mohammad Siami ;Tomasz Barszcz; Jacek Wodecki; Radoslaw Zimroz
Published in: Energies, 2022, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en15186771

Machine Learning-Based Risk Stratification for Gestational Diabetes Management

Author(s): Jenny Yang, David Clifton, Jane E Hirst, Foteini K Kavvoura, George Farah, Lucy Mackillop, Huiqi Lu
Published in: Sensors, 2022, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22134805

Conference proceedings (8)

Investigating the usage of Proxy-A-Distance as a measure of dataset shift detection and quantification in an automotive booming noise classification setting

Author(s): Deepti Kunte, Bram Cornelis, Claudio Colangeli, Konstantinos Gryllias
Published in: Surveillance, Vibrations, Shock and Noise (Survishno), 2023
Publisher: HAL open science

Robot-Based Damage Assessment Method For Identification Of Overheated Idlers In Conveyor Systems Using Histogram Analysis Techniques

Author(s): Mohammad Siami; Tomasz Barszcz; Jacek Wodecki; Radoslaw Zimroz
Published in: IOP Conference Series: Earth and Environmental Science, Issue 4, 2022, Page(s) 1-8, ISSN 1755-1315
Publisher: XXII Conference of PhD Students and Young Scientists

Transfer Learning for Booming Noise Classification

Author(s): Deepti Kunte; Claudio Colangeli; Bram Cornelis; Konstantinos Gryllias; Christophe De Veuster; Karl Janssens
Published in: Proc. DAGA 2022 Conference, 2022
Publisher: DEGA

USING THE NATURAL MODES OF TRANSIENT VIBRATIONS IN PREDICTIVE MAINTENANCE OF INDUSTRIAL MACHINES

Author(s): Pavlo KROT; Hamid Shiri; Radoslaw ZIMROZ
Published in: VIBSYS 2022, Issue 2, 2022, Page(s) 1-2, ISBN 978-83-89333-80-3
Publisher: Agencja Reklamowa COMPRINT
DOI: 10.5281/zenodo.7864570

Acoustic-based diagnostics of belt conveyor idlers in real-life mining conditions by mobile inspection robot

Author(s): Jacek Wodecki; Hamid Shiri; Mohammad Siami ;Radoslaw Zimroz
Published in: Proceedings of ISMA2022, Issue Proceedings of ISMA2022, 2022, Page(s) 1-10
Publisher: International Conference on Noise and Vibration Engineering

Intelligent Adaptative Robotic System for Physical Interaction Tasks

Author(s): Benjamín Tapia Sal Paz; Gorka Sorrosal; Aitziber Mancisidor
Published in: 2022 Sixth IEEE International Conference on Robotic Computing (IRC), 2023, ISBN 978-1-6654-7260-9
Publisher: IEEE
DOI: 10.1109/irc55401.2022.00082

Performance study of DTW-based spike measurement anomaly detection in sensors on real world tests.

Author(s): Bram Cornelis, Federico Deuschle, Konstantinos Gryllias
Published in: Surveillance, Vibrations, Shock and Noise (Survishno), 2023
Publisher: HAL open science

Domain Knowledge Informed Unsupervised Fault Detection for Rolling Element Bearings

Author(s): Marx, D.G., Gryllias, K.
Published in: Proceedings of the European Conference of the PHM Society 2022, Issue Vol. 7 No. 1, 2022, Page(s) 338-350, ISBN 978-1-936263-36-3
Publisher: PHM Society European Conference
DOI: 10.36001/phme.2022.v7i1.3348