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                  <mods:namePart>Puig Sitjes, Aleix</mods:namePart>
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                  <mods:namePart>Jakubowski, Marcin</mods:namePart>
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                  <mods:namePart>Drewelow, Peter</mods:namePart>
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                  <mods:namePart>Niemann, Holger</mods:namePart>
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                  <mods:namePart>Fellinger, Joris</mods:namePart>
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                  <mods:namePart>Casas Pla, Josep Ramon</mods:namePart>
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                  <mods:namePart>Salembier Clairon, Philippe Jean</mods:namePart>
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                  <mods:namePart>Clemente Bonjour, Rocco</mods:namePart>
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                  <mods:dateIssued encoding="iso8601">2021-12-16</mods:dateIssued>
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               <mods:abstract>Wendelstein 7-X (W7-X) is the leading experiment on the path of demonstrating that stellarators are a feasible concept for a future power plant. One of its major goals is to prove quasi-steady-state operation in a reactor-relevant parameter regime. The surveillance and protection of the water-cooled plasma-facing components (PFCs) against overheating is fundamental to guarantee a safe steady-state high-heat-flux operation. The system has to detect thermal events in real-time and timely interrupt operation if it detects a critical event. The fast reaction times required to prevent damage to the device make it imperative to automate fully the image analysis algorithms. During the past operational phases, W7-X was equipped with inertially cooled test divertor units and the system still required manual supervision. With the experience gained, we have designed a new real-time PFC protection system based on image processing techniques. It uses a precise registration of the entire field of view against the CAD model to determine the temperature limits and thermal properties of the different PFCs. Instead of reacting when the temperature limits are breached in certain regions of interest, the system predicts when an overload will occur based on a heat flux estimation, triggering the interlock system in advance to compensate for the system delay. To conclude, we present our research roadmap towards a feedback control system of thermal loads to prevent unnecessary plasma interruptions in long high-performance plasmas.This work has been carried out within the framework of the EUROfusion Consortium and has received funding from the Euratom research and training programme 2014–2018 and 2019–2020 under grant agreement No 633053.Peer ReviewedArticle signat per 22 autors/es:&#xd;
&#xd;
Aleix Puig Sitjes* 1, Marcin Jakubowski 1, Dirk Naujoks 1, Yu Gao 1, Peter Drewelow 1, Holger Niemann 1, Joris Fellinger 1, Victor Moncada 2, Fabio Pisano 3, Chakib Belafdil 2, &#xd;
Raphael Mitteau 2, Marie-Hélène Aumeunier 2, Barbara Cannas 3, Josep Ramon Casas 4, Philippe Salembier 4, Rocco Clemente 4, Simon Fischer 1, Axel Winter 1, Heike  Laqua 1, Torsten Bluhm 1, Karsten Brandt 1, and The W7-X Team †&#xd;
&#xd;
1. Max-Planck-Institut für Plasmaphysik, Wendelsteinstr. 1, 17491 Greifswald, Germany / 2. Commissariat à l’Énergie Atomique et aux Énergies Alternatives (CEA), Institut de Recherche sur la Fusion par Confinement Magnétique (IRFM), F-13108 Saint Paul-lez-Durance, France / 3. Department of Electrical and Electronic Engineering, University of Cagliari (UniCa), Piazza d’Armi, 09126 Cagliari, Italy / 4. Department of Signal Theory and Communications, Universitat Politècnica de Catalunya (UPC), Jordi Girona 1-3, 08034 Barcelona, Spain / * Author to whom correspondence should be addressed. / † Membership of the Team Name is provided in Acknowledgments.Postprint (published version)</mods:abstract>
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               <mods:accessCondition type="useAndReproduction">https://creativecommons.org/licenses/by/4.0/ Open Access Attribution 4.0 International</mods:accessCondition>
               <mods:subject>
                  <mods:topic>Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament de la imatge i del senyal vídeo</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Image processing</mods:topic>
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                  <mods:topic>Wendelstein 7-X</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Plasma facing components protection</mods:topic>
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               <mods:subject>
                  <mods:topic>Imaging diagnostics</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Thermography</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Hot spot detection</mods:topic>
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               <mods:subject>
                  <mods:topic>Thermal events detection</mods:topic>
               </mods:subject>
               <mods:subject>
                  <mods:topic>Imatges -- Processament</mods:topic>
               </mods:subject>
               <mods:titleInfo>
                  <mods:title>Real-time detection of overloads on the plasma-facing components of Wendelstein 7-X</mods:title>
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