TY - JOUR
T1 - A novel fast semidefinite programming-based approach for optimal reactive power dispatch
AU - Davoodi, Elnaz
AU - Babaei, Ebrahim
AU - Mohammadi-Ivatloo, Behnam
AU - Rasouli, Mohammad
N1 - Funding Information:
Manuscript received March 13, 2019; revised April 22, 2019; accepted May 1, 2019. Date of publication May 22, 2019; date of current version January 4, 2020. This work was supported in part by Research Affairs Office of the University of Tabriz, Tabriz, Iran, under Grant S-27-8. Paper no. TII-19-0876. (Corresponding author: Ebrahim Babaei.) E. Davoodi and B. Mohammadi-Ivatloo are with the Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz 51666, Iran (e-mail:,[email protected]; [email protected]).
Publisher Copyright:
© 2005-2012 IEEE.
PY - 2020/1
Y1 - 2020/1
N2 - Reactive power planning problem is the key to secure and economic operation of power systems. Optimal management of existing reactive sources leads to loss minimization and economic performance of the system. Because of the nonlinear inter-relation between the physical parameters of the electric grid, this problem is a highly nonlinear and nonconvex constrained optimization problem. The application of semidefinite programming (SDP) to power system problems has recently gained considerable research attention. A recent SDP formulation uses a convex relaxation to the nonconvex optimal power flow problem under some technical conditions. This paper proposes a novel equivalent convex optimization formulation for the optimal reactive power dispatch (ORPD) problem and presents a new framework for finding the global optimum. Numerical results for the IEEE 30-bus and 118-bus test systems show that the proposed scheme obtains the optimum operation point and outperforms various state-of-the-art methods significantly.
AB - Reactive power planning problem is the key to secure and economic operation of power systems. Optimal management of existing reactive sources leads to loss minimization and economic performance of the system. Because of the nonlinear inter-relation between the physical parameters of the electric grid, this problem is a highly nonlinear and nonconvex constrained optimization problem. The application of semidefinite programming (SDP) to power system problems has recently gained considerable research attention. A recent SDP formulation uses a convex relaxation to the nonconvex optimal power flow problem under some technical conditions. This paper proposes a novel equivalent convex optimization formulation for the optimal reactive power dispatch (ORPD) problem and presents a new framework for finding the global optimum. Numerical results for the IEEE 30-bus and 118-bus test systems show that the proposed scheme obtains the optimum operation point and outperforms various state-of-the-art methods significantly.
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U2 - 10.1109/TII.2019.2918143
DO - 10.1109/TII.2019.2918143
M3 - Article
AN - SCOPUS:85078255078
SN - 1551-3203
VL - 16
SP - 288
EP - 298
JO - IEEE Transactions on Industrial Informatics
JF - IEEE Transactions on Industrial Informatics
IS - 1
M1 - 8720011
ER -