Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions. - Martin W. Hoffmann; Stephan Wildermuth; Ralf Gitzel; Aydin Boyaci; Jörg Gebhardt; Holger Kaul; Ido Amihai; Bodo Forg; Michael Suriyah; Thomas Leibfried; Volker Stich; Jan Hicking; et al. (Sensors, 2020)

Toward Cognitive Assistance and Prognosis Systems in Power Distribution Grids - Open Issues, Suitable Technologies, and Implementation Concepts. - Ralf Gitzel; Martin W. Hoffmann; Philipp zur Heiden; Alexander Skolik; Sascha Kaltenpoth; Oliver Müller; Cansu Kanak; Kajan Kandiah; Max-Ferdinand Stroh; Wolfgang Boos; Maurizio Zajadatz; Michael Suriyah; et al. (IEEE Access, 2024)