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author:

Liu, Y. (Liu, Y..) [1] | Zhang, Y. (Zhang, Y..) [2] (Scholars:张亚超) | Zhu, S. (Zhu, S..) [3] | Xie, S. (Xie, S..) [4]

Indexed by:

EI Scopus PKU CSCD

Abstract:

The large-scale access of EVs(Electric Vehicles) and distributed energy has posed great challenges to the safe and economic operation of distribution networks. Considering that HADDN(Hybrid AC/DC Distribution Network) has the characteristics of high flexibility and controllability and significant partitioning features,a distributed cooperative optimization method of HADDN active and reactive power considering the dual uncertainties of source side and load side is proposed. Firstly,the EV charging load-wind power scenario generation method is proposed,which comprehensively considers the traffic topology structure,the residents’travel behavior and the interval difference of wind power prediction error. The optimal scenario reduction algorithm based on Wasserstein distance is used to generate typical probability scenarios. Secondly,the stochastic optimization model of HADDN is established to minimize the network loss and node voltage deviation. Then,the objective decomposition and region decoupling of the proposed multi-objective optimization model are performed,and the alternating direction method of multipliers based on the objective value exchange principle is used to solve the above model. Finally,the effectiveness of the proposed method is verified by a numerical example. © 2022 Electric Power Automation Equipment Press. All rights reserved.

Keyword:

alternating direction method of multipliers distributed cooperative optimization electric vehicles hybrid AC/DC distribution network stochastic optimization wind power

Community:

  • [ 1 ] [Liu, Y.]School of Electrical Engineering and Automation, Fuzhou University, Fuzhou, 350108, China
  • [ 2 ] [Zhang, Y.]School of Electrical Engineering and Automation, Fuzhou University, Fuzhou, 350108, China
  • [ 3 ] [Zhu, S.]Dispatching and Control Center, State Grid Hunan Electric Power Co.,Ltd., Changsha, 410004, China
  • [ 4 ] [Xie, S.]School of Electrical Engineering and Automation, Fuzhou University, Fuzhou, 350108, China

Reprint 's Address:

  • 张亚超

    [Zhang, Y.]School of Electrical Engineering and Automation, China

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Source :

Electric Power Automation Equipment

ISSN: 1006-6047

CN: 32-1318/TM

Year: 2022

Issue: 10

Volume: 42

Page: 218-226,272

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 3

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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