TECHNOLOGY AND ECONOMICS OF SMART GRIDS AND SUSTAINABLE ENERGY
|
2021年
/
6卷
/
01期
关键词:
Smart grid optimization;
Power system computing;
Power system analysis;
COMPUTING PARADIGM;
OPTIMIZATION;
ALGORITHM;
D O I:
10.1007/s40866-021-00115-w
中图分类号:
TE [石油、天然气工业];
TK [能源与动力工程];
学科分类号:
0807 ;
0820 ;
摘要:
This paper proposes a reliable and computationally efficient framework for solving multiobjective mixed-integer Optimal Power Flow problems. The main idea is to apply the interior point theory and the goal-attainment method to recast a generic OPF problem with both real and integer decision variables by an equivalent scalar optimization problem with equality constraints. Then, thanks to the adoption of the Lyapunov theory, an asymptotically stable dynamic system is designed such that its equilibrium points coincide with the stationary points of the Lagrangian function of the equivalent problem. Thanks to this approach, the OPF solutions can be promptly and reliably obtained by solving a set of ordinary differential equations, rather than using an iterative Newton-based scheme, which can fail to converge due to several numerical issues. Detailed numerical results are presented and discussed in order to prove the effectiveness of the proposed framework in solving real world problems.
机构:
Department of Electrical Engineering and Computer Science, Colorado School of Mines, Golden, CO 80401Department of Electrical Engineering and Computer Science, Colorado School of Mines, Golden, CO 80401
Frank S.
;
Steponavice I.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Mathematical Information Technology, University of Jyvaskyla, Agora 40014Department of Electrical Engineering and Computer Science, Colorado School of Mines, Golden, CO 80401
Steponavice I.
;
Rebennack S.
论文数: 0引用数: 0
h-index: 0
机构:
Division of Economics and Business, Colorado School of Mines, Golden, CO 80401Department of Electrical Engineering and Computer Science, Colorado School of Mines, Golden, CO 80401
机构:
Department of Electrical Engineering and Computer Science, Colorado School of Mines, Golden, CO 80401Department of Electrical Engineering and Computer Science, Colorado School of Mines, Golden, CO 80401
Frank S.
;
Steponavice I.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Mathematical Information Technology, University of Jyvaskyla, Agora 40014Department of Electrical Engineering and Computer Science, Colorado School of Mines, Golden, CO 80401
Steponavice I.
;
Rebennack S.
论文数: 0引用数: 0
h-index: 0
机构:
Division of Economics and Business, Colorado School of Mines, Golden, CO 80401Department of Electrical Engineering and Computer Science, Colorado School of Mines, Golden, CO 80401