Visual inspection of fault type and zone prediction in electrical grids using interpretable spectrogram-based CNN modeling
In electrical grids, fault diagnosis (fault type and fault location classifications) are critical due
to their economic and important implications. Numerous smart grid applications have …
to their economic and important implications. Numerous smart grid applications have …
[PDF][PDF] Revisiting Security Threat on Smart Grids: Accurate and Interpretable Fault Location Prediction and Type Classification.
This work revisits security threats on smart electrical grids and focuses on the dimensions of
dependability, serviceability, and accountability, which constitute the security requirements …
dependability, serviceability, and accountability, which constitute the security requirements …
ISCADA: Towards a Framework for Interpretable Fault Prediction in Smart Electrical Grids
This paper reports ongoing research for the definition of a data-driven self-healing system
using machine learning (ML) techniques that can perform automatic and timely detection of …
using machine learning (ML) techniques that can perform automatic and timely detection of …
Trustworthy machine learning in smart grids
F Nazary - 2023 - tesidottorato.depositolegale.it
More than a decade after its introduction, the concept of a smart grid remains essential to the
industry's ongoing digital transformation. A smart grid (SG) is an electricity network that …
industry's ongoing digital transformation. A smart grid (SG) is an electricity network that …