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author:

Zhang, Yachao (Zhang, Yachao.) [1] (Scholars:张亚超) | Xie, Shiwei (Xie, Shiwei.) [2] (Scholars:谢仕炜) | Shu, Shengwen (Shu, Shengwen.) [3] (Scholars:舒胜文)

Indexed by:

EI Scopus SCIE

Abstract:

The high proliferation of electric vehicles has intensified the interdependency between traffic networks (TNs) and power distribution networks (PDNs). Accordingly, this article proposes a decentralized optimization framework for the multiarea optimal traffic-power flow (OTPF) problem, in which the models of PDNs and TNs are established separately in a distributed manner. A multistage distributionally robust optimization (MDRO) model is formulated for PDNs to address wind power uncertainty, with the introduction of a traffic assignment problem to describe the distribution of traffic flows in TNs. Furthermore, an improved alternative direction method of multipliers (I-ADMM) algorithm is developed to solve the multiarea OTPF problem. Numerical results from a three-area traffic-power coupled system demonstrate that the proposed MDRO model bears a cost $89.50 lower than that of the multistage robust optimization model, while the I-ADMM algorithm yields a solving time only one-third that of the traditional ADMM.

Keyword:

Biological system modeling Costs Decentralized optimization improved alternative direction method of multipliers (I-ADMM) Informatics multiarea system multistage distributionally robust optimization (MDRO) optimal traffic-power flow (OTPF) Optimization Reactive power Uncertainty Wind power generation

Community:

  • [ 1 ] [Zhang, Yachao]Fuzhou Univ, Sch Elect Engn & Automat, Fuzhou 350108, Peoples R China
  • [ 2 ] [Xie, Shiwei]Fuzhou Univ, Sch Elect Engn & Automat, Fuzhou 350108, Peoples R China
  • [ 3 ] [Shu, Shengwen]Fuzhou Univ, Sch Elect Engn & Automat, Fuzhou 350108, Peoples R China

Reprint 's Address:

  • [Xie, Shiwei]Fuzhou Univ, Sch Elect Engn & Automat, Fuzhou 350108, Peoples R China;;

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Source :

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

ISSN: 1551-3203

Year: 2023

Issue: 1

Volume: 19

Page: 133-143

1 1 . 7

JCR@2023

1 1 . 7 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:35

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count: 9

SCOPUS Cited Count: 22

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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