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Feedback Power Cost Optimization in Power Distribution Networks With Prosumers

Authors :
Cavraro, Guido
Bernstein, Andrey
Carli, Ruggero
Zampieri, Sandro
Source :
IEEE Transactions on Control of Network Systems; December 2022, Vol. 9 Issue: 4 p1633-1644, 12p
Publication Year :
2022

Abstract

In this article, we propose a feedback control approach for solving optimal power flow (OPF) problems in power distribution networks (DNs) based on a projected gradient scheme, where the cost is given by the sum of functions of local power injections. This approach does not require detailed knowledge of the grid model and enables real-time tracking of the optimal generation configuration. Moreover, the communication burden is minimal: only a broadcast from a central entity, called the Network Supervisor (NS), to the agents in the network is needed. Agents do not have to share local information that can be sensitive, e.g., their power injections or the value of the local costs. Our approach is used to solve a particular OPF problem targeting DNs with high penetration of distributed energy resources (DERs) in which the energy cost is given by the remuneration that the DERs’ owners receive for the service they provide.

Details

Language :
English
ISSN :
23722533 and 23255870
Volume :
9
Issue :
4
Database :
Supplemental Index
Journal :
IEEE Transactions on Control of Network Systems
Publication Type :
Periodical
Accession number :
ejs61525498
Full Text :
https://doi.org/10.1109/TCNS.2022.3141028