The concept of an active network has been mentioned recently to adapt to the large-scale implementation of distributed generation. Distributed State Estimation is one of the most important functions to enable this novel concept. This paper proposes a completely decentralized state estimation (CDSE) method suitable for the active network. CDSE is based on multi-agent system technology to compute...

The traffic light concept of the German Association of Energy and Water (BDEW) to coordinate and market power in the distribution system level defines different mechanisms to ensure network stability in dependence of the criticality of the system state. But what is a critical network condition and how is it possible to detect a critical network condition timely, effective, and possibly also at ...

A deep-learning architecture, dubbed as the 2D-ADMM-Net (2D-ADN), is proposed in this article. It provides effective high-resolution 2D inverse synthetic aperture radar (ISAR) imaging under scenarios of low SNRs and incomplete data, by combining model-based sparse reconstruction data-driven deep learning. Firstly, mapping from ISAR images to their corresponding echoes wavenumber domain derived....