Dr. Sotirios Chatzis Profile

Dr. Sotirios Chatzis

at Cyprus Univ of Technology

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Publications (3)

Proceedings Article | 31 May 2023 Presentation + Paper

Application of machine learning on optical fibre distributed sensing for power line applications

Kyriacos Kalli, Andreas Ioannou, Georgios Panaretou, Charalambos Kouzoupou, Maria Argyrou, Sotirios Chatzis, Michalis Agathocleous, Antreas Dionysiou, Efstathios Stavrakis, Nicolas Nicolaou

Proceedings Volume 12572, 125720Q (2023) https://doi.org/10.1117/12.2666050

KEYWORDS: Optical fibers, Temperature metrology, Machine learning, Optical fiber cables, Education and training, Data modeling, Sensing systems, Optical transmission, Optical sensing, Calibration

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Proceedings Article | 23 May 2023 Paper

Power cable simulation of failure through temperature monitoring of optical fibres with a state-of-the-art distributed sensing instrument

Andreas Ioannou, Andreas Metaxas, Maria Argyrou, Charalambos Kouzoupou, Kyriacos Kalli, Sotirios Chatzis, Georgios Panaretou, Pierpaolo Marchesini, Michael Mondanos, Rumen Karaulanov, Michalis Agathocleous, Antreas Dionysiou, Efstathios Stavrakis, Nicolas Nicolaou

Proceedings Volume 12643, 1264325 (2023) https://doi.org/10.1117/12.2678087

KEYWORDS: Optical fibers, Optical fiber cables, Optical transmission, Optical sensing, Temperature metrology, Failure analysis, Sensing systems, Device simulation, Reflection, Equipment

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Proceedings Article | 17 May 2022 Paper

Machine learning applied to BOTDR optical fibre distributed sensing in a controlled environment

Andreas Ioannou, Charalambos Kouzoupou, Maria Argyrou, Kyriacos Kalli, Adam Lantos, Sotirios Chatzis

Proceedings Volume 12139, 121391O (2022) https://doi.org/10.1117/12.2624532

KEYWORDS: Optical fibers, Temperature metrology, Machine learning, Optical fiber cables, Calibration, Sensing systems, Optical sensing, Data modeling, Binary data, Neural networks

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