Title :
A decoupled semismooth Newton method for optimal power flow
Author :
Tong, Xiaojiao ; Zhang, Yongping ; Wu, Felix F.
Author_Institution :
Inst. of Mathematics, Changsha Univ. of Sci. & Technol.
Abstract :
In the deregulated environment, optimization tools that coordinate both system and security and economy are widely used to support system operation and decision. In this paper, we present a new decoupled approach to solve optimal power flow (OPF) and available transfer capability (ATC) problems. First, the KKT system of original optimization problem is reformulated equivalently to nonsmooth equations using a so-called nonlinear complementarity problem (NCP) function. Based on the new reformulation, we then apply the inherent weak-coupling characteristics of power systems and design a decoupled Newton algorithm in which a decomposition-correction strategy is considered. The combination of semismooth Newton method and decoupled strategy shares those advantages of two methods such as fast convergence and saving computation cost. Meanwhile, the new method is supported by theoretical convergence. Numerical examples of both OPF and ATC problems demonstrate that the new algorithm has potential to solve large-scale optimization problems
Keywords :
Newton method; load flow; optimisation; power markets; power system economics; power system security; available transfer capability; decomposition-correction strategy; decoupled semismooth Newton method; deregulated environment; large-scale optimization problems; nonlinear complementarity problem; nonsmooth equations; optimal power flow; optimization tools; weak-coupling characteristics; Algorithm design and analysis; Convergence; Large-scale systems; Load flow; Newton method; Nonlinear equations; Power system analysis computing; Power system reliability; Power system security; Power systems; Available Transfer Capability; Optimal Power Flow (OPF); Semismooth Newton method; decoupled method;
Conference_Titel :
Power Engineering Society General Meeting, 2006. IEEE
Conference_Location :
Montreal, Que.
Print_ISBN :
1-4244-0493-2
DOI :
10.1109/PES.2006.1709065