Intelligent optimization of reactive voltage in power grid including PV

  • Lei Jiang*
  • , Peng Li
  • , Dongsheng Liu
  • , Zhenbin Du
  • , Jiahao Wang
  • , Dong Zhang
  • , Youpeng Pan
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Under the target of "carbon neutral and carbon peak", a large number of PV devices are connected to the power grid, which brings the problem of frequent fluctuation of power grid voltage. The existing reactive voltage optimization methods of power grid rely on accurate power grid model, and the real-time computing ability is difficult to adapt to the frequent voltage fluctuation of power grid including PV. In order to make full use of the reactive power regulation ability of PV, this paper proposes a reactive voltage optimization method including PV. Firstly, a reactive power regulation model of PV with the discrete PV reactive power output is established. Secondly, aiming to minimize voltage deviation and network loss, this paper builds the reactive voltage optimization model including PV based on DQN algorithm. Finally, an example is given to verify the correctness and effectiveness of the proposed method.

Original languageEnglish
Title of host publicationAIIPCC 2022 - 3rd International Conference on Artificial Intelligence, Information Processing and Cloud Computing
EditorsYu-Dong Zhang
PublisherVDE VERLAG GMBH
Pages215-219
Number of pages5
ISBN (Electronic)9783800759330
Publication statusPublished - 2022
Externally publishedYes
Event3rd International Conference on Artificial Intelligence, Information Processing and Cloud Computing, AIIPCC 2022 - Virtual, Online
Duration: 21 Jun 202222 Jun 2022

Publication series

NameAIIPCC 2022 - 3rd International Conference on Artificial Intelligence, Information Processing and Cloud Computing

Conference

Conference3rd International Conference on Artificial Intelligence, Information Processing and Cloud Computing, AIIPCC 2022
CityVirtual, Online
Period21/06/2222/06/22

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