Multi-Stage Volt/VAR Support in Distribution Grids: Risk-Aware Scheduling With Real-Time Reinforcement Learning Control

Multi-Stage Volt/VAR Support in Distribution Grids: Risk-Aware Scheduling With Real-Time Reinforcement Learning Control

The ever-increasing penetration of intermittent renewable resources in low-voltage power grids necessitates efficient operational strategies for voltage regulation as well as power scheduling of the available resources. In this paper, a risk-aware Volt/VAR support framework followed by a real-time r...

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Bibliographic Details
Main Authors: Mohammad Mansourlakouraj, Mukesh Gautam, Hanif Livani, Mohammed Benidris
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Demand response program
Gaussian mixture model
reinforcement learning
risk-aware scheduling
Volt/VAR support
Online Access:https://ieeexplore.ieee.org/document/10138373/

Internet

https://ieeexplore.ieee.org/document/10138373/

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