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On-board Decision Making Platform for Structural Health Monitoring

Communication avec acte
Auteur
BARTHES, Clément
461 Laboratoire de chimie de coordination [LCC]
MOSALAM, Khalid
ccMECHBAL, Nazih
59131 Laboratoire de Mécanique des Systèmes et des Procédés [LMSP]
86289 Laboratoire Procédés et Ingénierie en Mécanique et Matériaux [PIMM]
ccRÉBILLAT, Marc
1167 Laboratoire de Mécanique des Solides [LMS]
247329 Laboratoire d'Informatique pour la Mécanique et les Sciences de l'Ingénieur [LIMSI]

URI
http://hdl.handle.net/10985/12378
Date
2017

Résumé

The ability to monitor the health of complex structures such as aeronautic or civil engineering structures in real time is becoming increasingly important. This process is referred to as structural health monitoring (SHM) and relies on onboard platforms comprising sensors, computational units, communication resources, and sometimes actuators. Many of such platforms have been developed within the last years but there is still a lack of structuration and knowledge exchange regarding the software and hardware architectures of such platforms. The aim of the present paper is to introduce an open hardware and open software platform dedicated to SHM within the fields of aeronautics and civil engineering. The platform presented here will be made available in an open hardware and open source framework to allow SHM researchers to run concurrent detection, localization, classification or quantification algorithms using simple interpreted languages such as Python.

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Nom:
PIMM-SHM-Barthes-2017.pdf
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1.034Mo
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  • Laboratoire Procédés et Ingénierie en Mécanique et Matériaux (PIMM)

Documents liés

Visualiser des documents liés par titre, auteur, créateur et sujet.

  • Structural health monitoring of high voltage electrical switch ceramic insulators in seismic areas 
    Communication avec acte
    BARTHES, Clément; MOSALAM, Khalid M.; ccMECHBAL, Nazih; ccRÉBILLAT, Marc (2014)
    High voltage electrical switches are crucial components to restart rapidly the electrical network right after an earthquake. But there currently exists no automatic procedure to check if these ceramic insulators have ...
  • Improving Lamb Wave detection for SHM using a dedicated LWDS electronics 
    Communication avec acte
    JAUSSAUD, Gladys; REBUFA, Jocelyn; FOURNIER, Marc; LOGEAIS, Matthieu; BENCHEIKH, Nabil; ccMECHBAL, Nazih; ccRÉBILLAT, Marc (NTD, 2019)
    In the context of Condition Based Maintenance (CBM) for aircrafts, Structural Health Monitoring (SHM) is one main field of research. Detection and localization of damages in a structure request reliability of the equipment ...
  • Laser shock a novel way to generate calibrated delamination in composites: concept and first results 
    Communication avec acte
    GHRIB, Meriem; BERTHE, Laurent; ECAULT, Romain; ccMECHBAL, Nazih; ccGUSKOV, Mikhail; ccRÉBILLAT, Marc (2015)
    Structural Health Monitoring (SHM) has been gaining importance in recent years. SHM aims at providing structures with similar functionality as the biological nervous system and it is organized into four main steps: detection, ...
  • A Probabilistic Multi-class Classifier for Structural Health Monitoring 
    Article dans une revue avec comité de lecture
    URIBE, Juan Sebastian; ccMECHBAL, Nazih; ccRÉBILLAT, Marc (Elsevier, 2015)
    In this paper, a probabilistic multi-class pattern recognition algorithm is developed for damage detection, localization, and quantification in smart mechanical structures. As these structures can face damages of different ...

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