Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions

W. Hoffmann, Martin; Wildermuth, Stephan; Gitzel, Ralf; Boyaci, Aydin; Gebhardt, Jörg; Kaul, Holger; Amihai, Ido; Forg, Bodo; Suriyah, Michael; Leibfried, Thomas; Stich, Volker; Hicking, Jan; Bremer, Martin; Kaminski, Lars; Beverungen, Daniel; zur Heiden, Philipp; Tornede, Tanja

doi:10.3390/s20072099

Public

Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions

Shared by NobleBlocks on Apr 8, 2020 • 12:00 AM UTC

Authors:

Martin W. Hoffmann

Stephan Wildermuth

Ralf Gitzel

Abstract

The development of renewable energies and smart mobility has profoundly impacted the future of the distribution grid. An increasing bidirectional energy flow stresses the assets of the distribution grid, especially medium voltage switchgear. This calls for improved maintenance strategies to prevent ...

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