TY - JOUR
T1 - Distributed Online VAR Control for Unbalanced Distribution Networks with Photovoltaic Generation
AU - Li, Jiayong
AU - Liu, Chengying
AU - Khodayar, Mohammad E.
AU - Wang, Ming Hao
AU - Xu, Zhao
AU - Zhou, Bin
AU - Li, Canbing
N1 - Funding Information:
Manuscript received December 3, 2019; revised April 11, 2020; accepted May 27, 2020. Date of publication June 1, 2020; date of current version October 21, 2020. This work was supported in part by the U.S. Department of Energy Office of Energy Efficiency and Renewable Energy through the Solar Energy Technologies Office under Award 34228, in part by the National Science Foundation under Grant ECCS-1710923, and in part by the National Natural Science Foundation of China under Grant 51907056 and Grant 71971183. Paper no. TSG-01813-2019. (Corresponding author: Canbing Li.) Jiayong Li is with the College of Electrical and Information Engineering, Hunan University, Changsha 410082, China, and also with the Department of Electrical and Computer Engineering, Southern Methodist University, Dallas, TX 75275 USA (e-mail: [email protected]).
Publisher Copyright:
© 2010-2012 IEEE.
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2020/11
Y1 - 2020/11
N2 - The unbalanced nature of the distribution networks (DNs) and communication asynchrony pose considerable challenges to the distributed voltage regulation. In this paper, two distributed voltage control algorithms are proposed to overcome these challenges in multiphase unbalanced DNs. The proposed algorithms can be leveraged in online implementations to cope with the fast-varying system operating conditions. By adopting the linearized multiphase DistFlow model, the voltage control problem is formulated as a convex quadratic programming problem for which a synchronous distributed algorithm is developed based on the dual ascent method. To account for communication delays, an asynchronous distributed algorithm is proposed evolving from the synchronous one by incorporating an event-triggered communication protocol. Furthermore, closed-form solutions to the optimization subproblems are derived to enhance the computational efficiency, and communication complexity is reduced significantly to the extent that only neighborhood information exchange is required. Finally, the convergence of the proposed algorithms to the global optimality is established analytically. Numerical tests on the IEEE 123-bus network not only corroborate that our proposed algorithms are more efficient in eliminating voltage violations and minimizing network loss compared with two benchmarks but also validate their effectiveness for online implementations.
AB - The unbalanced nature of the distribution networks (DNs) and communication asynchrony pose considerable challenges to the distributed voltage regulation. In this paper, two distributed voltage control algorithms are proposed to overcome these challenges in multiphase unbalanced DNs. The proposed algorithms can be leveraged in online implementations to cope with the fast-varying system operating conditions. By adopting the linearized multiphase DistFlow model, the voltage control problem is formulated as a convex quadratic programming problem for which a synchronous distributed algorithm is developed based on the dual ascent method. To account for communication delays, an asynchronous distributed algorithm is proposed evolving from the synchronous one by incorporating an event-triggered communication protocol. Furthermore, closed-form solutions to the optimization subproblems are derived to enhance the computational efficiency, and communication complexity is reduced significantly to the extent that only neighborhood information exchange is required. Finally, the convergence of the proposed algorithms to the global optimality is established analytically. Numerical tests on the IEEE 123-bus network not only corroborate that our proposed algorithms are more efficient in eliminating voltage violations and minimizing network loss compared with two benchmarks but also validate their effectiveness for online implementations.
KW - Distribution networks
KW - multiphase unbalance
KW - online voltage control
KW - synchronous and asynchronous distributed algorithms
UR - http://www.scopus.com/inward/record.url?scp=85094852006&partnerID=8YFLogxK
U2 - 10.1109/TSG.2020.2999363
DO - 10.1109/TSG.2020.2999363
M3 - Journal article
AN - SCOPUS:85094852006
SN - 1949-3053
VL - 11
SP - 4760
EP - 4772
JO - IEEE Transactions on Smart Grid
JF - IEEE Transactions on Smart Grid
IS - 6
M1 - 9105062
ER -