Voltage regulation in PV-rich distribution networks: an edge pipelined intelligent computing approach.

ABSTRACT: With the continuous integration of advanced information and communication technologies into smart grids, the distribution network is undergoing a digital transformation, making the power distribution system increasingly complex. Edge computing shifts computation from the central control station to the distribution substations, thus enabling true distributed autonomy in power system operations. Taking an edge-computing-based digital substation as an example, this paper proposes a deep neural networks-based voltage regulation strategy for PV-rich distribution networks. However, executing tasks on resource-constrained edge devices faces several challenges, including data flow congestion, the inapplicability of conventional modelling and algorithm, and low computational efficiency. Therefore,

SUBMITTER: Li C 

PROVIDER: S-EPMC12658241 | biostudies-literature | 2025 Nov

REPOSITORIES: biostudies-literature