A Hybrid Approach: Dynamic Diagnostic Rules for Sensor Systems in Industry 4.0 Generated by Online Hyperparameter Tuned Random Forest

Autor: Ahlam Mallak, Madjid Fathi

Publikováno v: Sci, Vol 2, Iss 4, p 75 (2020)

In this work, a hybrid component Fault Detection and Diagnosis (FDD) approach for industrial sensor systems is established and analyzed, to provide a hybrid schema that combines the advantages and eliminates the drawbacks of both model-based and data

Externí odkaz: https://doaj.org/article/bba087e5a56a4f768ad13c40d4a4c4ca

Structural Methodologies for Distributed Fault Detection and Isolation

Autor: Hamed Khorasgani, Gautam Biswas, Daniel Jung

Publikováno v: Applied Sciences, Vol 9, Iss 7, p 1286 (2019)

The increasing complexity and size of cyber-physical systems (e.g., aircraft, manufacturing processes, and power generation plants) is making it hard to develop centralized diagnosers that are reliable and efficient. In addition, advances in networki

Externí odkaz: https://doaj.org/article/3fd9bc840efe45a5ba3689931b9a0c8b

Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.

Sensor Communication Implementation Using Multi-Carrier Reflectometry for Distributed Diagnosis in Complex Wired Networks

Autor: Soumaya Sallem, Laurent Sommervogel, Ousama Osman, Françoise Paladian, Marc Olivas Carrion, Pierre Bonnet

Publikováno v: IEEE Transactions on Electromagnetic Compatibility
IEEE Transactions on Electromagnetic Compatibility, Institute of Electrical and Electronics Engineers, 2020, pp.1-10. ⟨10.1109/TEMC.2020.3034175⟩
IEEE Transactions on Electromagnetic Compatibility, 2020, pp.1-10. ⟨10.1109/TEMC.2020.3034175⟩

International audience; This paper presents the integration of sensor communication using the diagnosis signal of wired networks. In order to cover the entire network, the diagnosis of branched networks requires the use of distributed diagnosis syste

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8718d10f3ae2570c45b61c99206ee629
https://hal.archives-ouvertes.fr/hal-03040254

Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.