Two-Timescale Voltage Control in Distribution Grids Using Deep Reinforcement Learning

Volume: 11, Issue: 3, Pages: 2313 - 2323
Published: May 1, 2020
Abstract
Modern distribution grids are currently being challenged by frequent and sizable voltage fluctuations, due mainly to the increasing deployment of electric vehicles and renewable generators. Existing approaches to maintaining bus voltage magnitudes within the desired region can cope with either traditional utility-owned devices (e.g., shunt capacitors), or contemporary smart inverters that come with distributed generation units (e.g.,...
Paper Details
Title
Two-Timescale Voltage Control in Distribution Grids Using Deep Reinforcement Learning
DOI
Published Date
May 1, 2020
Journal
Volume
11
Issue
3
Pages
2313 - 2323
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