Title :
An interior point method based on continuous Newton´s method for optimal power flow
Author :
Zhao, Xiaohui ; Yang, Yude ; Wei, Hua
Author_Institution :
Inst. of Power Syst. Optimization, Guangxi Univ., Nanning, China
Abstract :
A variant of primal-dual interior point method (PDIPM) based on continuous Newton´s method is proposed. In the new algorithm, the Newton´s method in PDIPM is replaced with continuous Newton´s method. The solution of the nonlinear equations of KKT conditions is transformed to solve a set of autonomous ordinary differential equations. Furthermore, many numerical integration methods (e.g., Runge-Kutta formulas) are used to calculate the formulation of continuous Newton´s method. Simulations are carried out to evaluate the performance of the proposed algorithm for solving optimal power flow (OPF) in comparison to PDIPM. The proposed method provides better ability to converge. It is more robust and stable than PDIPM especially under the stressed circumstance of large scale systems.
Keywords :
Newton method; Runge-Kutta methods; load flow; nonlinear equations; Runge-Kutta formulas; autonomous ordinary differential equations; continuous Newton´s method; large scale systems; nonlinear equations; numerical integration methods; optimal power flow; primal-dual interior point method; Load flow; Mathematical model; Newton method; Nonlinear equations; Numerical stability; Power system stability; Autonomous ordinary differential equations; Continuous Newton´s method; Interior point method; Optimal power flow; Runge-Kutta formula;
Conference_Titel :
Innovative Smart Grid Technologies - Asia (ISGT Asia), 2012 IEEE
Conference_Location :
Tianjin
Print_ISBN :
978-1-4673-1221-9
DOI :
10.1109/ISGT-Asia.2012.6303161