A quadratic approximation for the optimal power flow in power distribution systems

被引:38
作者
Garces, Alejandro [1 ]
机构
[1] Univ Tecnol Pereira, Pereira 97 660003, Colombia
关键词
Optimal power flow; Convex optimization; Quadratic optimization; Approximation models for power system analysis; CONVEX RELAXATION; OPTIMIZATION; MICROGRIDS; ALGORITHM;
D O I
10.1016/j.epsr.2015.09.006
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a quadratic approximation for the optimal power flow in power distributions systems. The proposed approach is based on a linearized load flow which is valid for power distribution systems including three-phase unbalanced operation. The main feature of the methodology is its simplicity. The accuracy of the proposed approximation is compared to the non-linear/non-convex formulation of the optimal power flow using different optimization solvers. The studies indicate the proposed approximation provides a very accurate solution for systems with a good voltage profile. Results over a set of 1000 randomly generated test power distribution systems demonstrate this solution can be considered for practical purposes in most of the cases. An analytical solution for the unconstrained problem is also developed. This solution can be used as an initialization point for a more precise formulation of the problem. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:222 / 229
页数:8
相关论文
共 39 条
[1]   Optimal power flow using differential evolution algorithm [J].
Abou El Ela, A. A. ;
Abido, M. A. ;
Spea, S. R. .
ELECTRIC POWER SYSTEMS RESEARCH, 2010, 80 (07) :878-885
[2]   Multi Objective Evolutionary Algorithm Applied to the Optimal Power Flow Problem [J].
Amorim, E. A. ;
Hashimoto, S. H. M. ;
Lima, F. G. M. ;
Mantovani, J. R. S. .
IEEE LATIN AMERICA TRANSACTIONS, 2010, 8 (03) :236-244
[3]   Reduced-Complexity Semidefinite Relaxations of Optimal Power Flow Problems [J].
Andersen, Martin S. ;
Hansson, Anders ;
Vandenberghe, Lieven .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2014, 29 (04) :1855-1863
[4]   Application of biogeography-based optimisation to solve different optimal power flow problems [J].
Bhattacharya, A. ;
Chattopadhyay, P. K. .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2011, 5 (01) :70-80
[5]  
Bolognani S., 2015, IEEE T POWER SYST, P1
[7]  
Bose S., 2014, IEEE T AUTOMAT CONTR, P99
[8]  
Boyd S, 2004, CONVEX OPTIMIZATION
[9]   Local Solutions of the Optimal Power Flow Problem [J].
Bukhsh, Waqquas A. ;
Grothey, Andreas ;
McKinnon, Ken I. M. ;
Trodden, Paul A. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (04) :4780-4788
[10]  
Cain M. B., 2012, History of optimal power flow and formulations