Ultra-low Power Embedded Unsupervised Learning Smart Sensor for Industrial Fault Detection

Autor: Marzetti, Sebastián, Gies, Valentin, Barchasz, Valentin, Barthélemy, Hervé, Glotin, Hervé

Publikováno v: 2020 IEEE International Conference on Internet of Things and Intelligence System (IoTaIS)
2020 IEEE International Conference on Internet of Things and Intelligence System (IoTaIS), Jan 2021, Bali, Indonesia

International audience; In this paper, an ultra-low power embedded unsupervised learning smart vibration sensor is proposed for automatic industrial monitoring and fault detection. Using Kmeans algorithm, it is able to detect abnormal vibrations patt

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::90881ad497252820331047cf24e1e157
https://hal.science/hal-03610004

Low Cost Artificial Ventilator Embedding Unsupervised Learning for Hardware Failure Detection

Autor: Marzetti, Sebastián, Peyronnet, Pierre-Alexandre, Barthélemy, Florent, Gies, Valentin, Barchasz, Valentin, Delaey-Langlois, Thomas, Peloux, Daniel, Arlotto, Philippe, Barthélemy, Hervé

Publikováno v: IEEE Circuits and Systems Magazine-New Series
IEEE Circuits and Systems Magazine-New Series-, Institute of Electrical and Electronics Engineers, 2021, 21 (3), pp.73-79. ⟨10.1109/MCAS.2021.3092539⟩
IEEE Circuits and Systems Magazine-New Series-, 2021, 21 (3), pp.73-79. ⟨10.1109/MCAS.2021.3092539⟩

International audience; In this paper, a less than $200 artificial ventilator that can be used against COVID-19 pandemic is presented. Using low-cost easy-to-find materials, it has been designed for helping developing countries where supplies for bui

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::a310006ae8b2419eb1721dd1655fa45b
https://hal.archives-ouvertes.fr/hal-03517761/file/IEEE___CAS_Magazine___Low_Cost_Artificial_Ventilator_Embedding_Unsupervised_Learning_for_Hardware_Failure_Detection.pdf

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A 30 μW Embedded Real-Time Cetacean Smart Detector.

Autor: Marzetti, Sebastián, Gies, Valentin, Best, Paul, Barchasz, Valentin, Paris, Sébastien, Barthélémy, Hervé, Glotin, Hervé, Ramasamy, Thaiyal Naayagi, Balasubramanian, Padmanabhan, Barkalov, Alexander

Publikováno v: Electronics (2079-9292); Apr2021, Vol. 10 Issue 7, p819, 1p