Academic Bibliography

Search 200 years of publications by Ghent University researchers.

dr. Diego Nieves Avendano

Faculty of Engineering and Architecture > Department of Electronics and information systems

ORCID iD: 0000-0001-6215-6439

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- Journal Article
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Unsupervised transfer learning across different data modalities for bearing's speed identification

Diego Nieves Avendano (UGent) , Dirk Deschrijver (UGent) and Sofie Van Hoecke (UGent)

(2024) INTERNATIONAL JOURNAL OF ACOUSTICS AND VIBRATION. 29(2). p.175-186
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A novel day-ahead regional and probabilistic wind power forecasting framework using deep CNNs and conformalized regression forests

Jef Jonkers (UGent) , Diego Nieves Avendano (UGent) , Glenn Van Wallendael (UGent) and Sofie Van Hoecke (UGent)

(2024) APPLIED ENERGY. 361.
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- Journal Article
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Transfer learning for anomaly detection using bearings' vibration signals

Diego Nieves Avendano (UGent) , Dirk Deschrijver (UGent) and Sofie Van Hoecke (UGent)

(2023) INTERNATIONAL JOURNAL OF ACOUSTICS AND VIBRATION. 28(4). p.420-434
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Architecture for predictive maintenance based on integrated models, methods and technologies

Andreas Werner, Roi Mendez-Rial, Pablo Salvo, Vasiliki Charisi, Joaquín Piccini, Alireza Mousavi, Claudio Civardi, Nikos Monios, Diego Bartolomé Espinosa, Marlène Hildebrand, et al.

(2023) Intelligent and transformative production in pandemic times : proceedings of the 26th International Conference on Production Research. In Lecture notes in production engineering p.259-274
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- PhD Thesis
Towards machine learning-based predictive maintenance in industry using vibration and acoustic data

Diego Nieves Avendano (UGent)

(2022)
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A semi-supervised approach with monotonic constraints for improved remaining useful life estimation

Diego Nieves Avendano (UGent) , Nathan Vandemoortele (UGent) , Colin Soete (UGent) , Pieter Moens (UGent) , Agusmian Partogi Ompusunggu, Dirk Deschrijver (UGent) and Sofie Van Hoecke (UGent)

(2022) SENSORS. 22(4).
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Anomaly detection and event mining in cold forming manufacturing processes

Diego Nieves Avendano (UGent) , Daniel Caljouw, Dirk Deschrijver (UGent) and Sofie Van Hoecke (UGent)

(2021) INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY. 115(3). p.837-852
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- Journal Article
- A1
- open access
Scalable fleet monitoring and visualization for smart machine maintenance and industrial IoT applications

Pieter Moens (UGent) , Vincent Bracke (UGent) , Colin Soete (UGent) , Sander Vanden Hautte, Diego Nieves Avendano (UGent) , Ted Ooijevaar, Steven Devos, Bruno Volckaert (UGent) and Sofie Van Hoecke (UGent)

(2020) SENSORS. 20(15).
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- Conference Paper
- P1
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Implications of Z-normalization in the matrix profile

Dieter De Paepe, Diego Nieves Avendano (UGent) and Sofie Van Hoecke (UGent)

(2020) Pattern recognition applications and methods, 8th International Conference, ICPRAM 2019, Prague, Czech Republic, February 19-21, 2019, Revised Selected Papers. In Lecture Notes in Computer Science 11996. p.95-118
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- Conference Paper
- P1
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Data-driven optimization of energy efficiency and comfort in an apartment

Diego Nieves Avendano (UGent) , Joeri Ruyssinck (UGent) , Steven Vandekerckhove, Sofie Van Hoecke (UGent) and Dirk Deschrijver (UGent)

(2018) 2018 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS (IS). p.174-182