scispace - formally typeset
Open AccessJournal ArticleDOI

Voltage Control Using Limited Communication

TLDR
In this article, the authors design distributed voltage control that uses limited communication, where only neighboring buses need to communicate a few bits between each other for each control step and provide upper bounds on the number of bits that are needed to ensure a predefined accuracy of the regulation.
Abstract
In electricity distribution networks, the increasing penetration of renewable energy generation necessitates faster and more sophisticated voltage controls. Unfortunately, recent research shows that local voltage control fails in achieving the desired regulation, unless there is communication between the controllers. However, the communication infrastructure for distribution systems is less reliable and less ubiquitous compared to that for the bulk transmission system. In this paper, we design distributed voltage control that uses limited communication. That is, only neighboring buses need to communicate a few bits between each other for each control step. We investigate how these controllers can achieve the desired asymptotic behavior of the voltage regulation and we provide upper bounds on the number of bits that are needed to ensure a predefined accuracy of the regulation. Finally, we illustrate the results by numerical simulations.

read more

Citations
More filters
Posted Content

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

TL;DR: A novel two-timescale voltage regulation scheme is developed for distribution grids by judiciously coupling data-driven with physics-based optimization, and extensive numerical tests corroborate the effectiveness of the novel scheme.
Journal ArticleDOI

Reverse and Forward Engineering of Local Voltage Control in Distribution Networks

TL;DR: In this article, the power system dynamics with non-incremental local voltage control can be seen as a distributed algorithm for solving a well-defined optimization problem (reverse engineering), and two incremental voltage control schemes based on the subgradient and pseudo-gradient algorithms are designed for solving the same optimization problem.
Journal ArticleDOI

Hybrid Voltage Control in Distribution Networks Under Limited Communication Rates

TL;DR: In this article, a hybrid voltage control (HVC) strategy that can seamlessly integrate both local and distributed designs to effectively coordinate the network-wide DERs is proposed by adopting partial primal-dual gradient updates that can allow for a distributed and online implementation.
Journal ArticleDOI

Accelerated Voltage Regulation in Multi-Phase Distribution Networks Based on Hierarchical Distributed Algorithm

TL;DR: A hierarchical distributed algorithm to solve optimal power flow (OPF) problems that aim at dispatching controllable distributed energy resources (DERs) for voltage regulation at minimum cost with unprecedented scalability to large multi-phase distribution networks is proposed.
Journal ArticleDOI

Experimental validation of feedback optimization in power distribution grids

TL;DR: An approximation of the voltages with respect to reactive power is shown to be sufficient, which makes the approach essentially model-free, easy to tune, compatible with the current sensing and control infrastructure, and remarkably robust to measurement noise.
References
More filters
Journal ArticleDOI

MATPOWER: Steady-State Operations, Planning, and Analysis Tools for Power Systems Research and Education

TL;DR: The details of the network modeling and problem formulations used by MATPOWER, including its extensible OPF architecture, are presented, which are used internally to implement several extensions to the standard OPF problem, including piece-wise linear cost functions, dispatchable loads, generator capability curves, and branch angle difference limits.
Journal ArticleDOI

Network reconfiguration in distribution systems for loss reduction and load balancing

TL;DR: Accuracy analysis and the test results show that estimation methods can be used in searches to reconfigure a given system even if the system is not well compensated and reconfiguring involves load transfer between different substations.
Journal ArticleDOI

Quantized feedback stabilization of linear systems

TL;DR: A new control design methodology is proposed, which relies on the possibility of changing the sensitivity of the quantizer while the system evolves, which yields global asymptotic stability.
Journal ArticleDOI

For the Grid and Through the Grid: The Role of Power Line Communications in the Smart Grid

TL;DR: In this article, the authors provide an overview of what PLC can deliver today by surveying its history and describing the most recent technological advances in the area and discuss the main conclusions one can draw from the literature on these subjects.
Book

Introductory Lectures on Convex Optimization

TL;DR: A polynomial-time interior-point method for linear optimization was proposed in this article, which has a complexity bound of O(n log n log n 2 n 2 ).
Related Papers (5)