Title :
A Hybrid Method for Transient Stability-Constrained Optimal Power Flow Computation
Author :
Xu, Yan ; Dong, Zhao Yang ; Meng, Ke ; Zhao, Jun Hua ; Wong, Kit Po
Author_Institution :
Hong Kong Polytech. Univ., Kowloon, China
Abstract :
A hybrid method combining classical deterministic programming technique and evolutionary algorithm (EA)-enhanced stochastic optimization strategy is proposed for more effective and flexible computation of transient stability-constrained optimal power flow (TSC-OPF). The method consists of searching the maximum TSC-feasible solution region with EA and deterministically optimizing an operating point in the found region via a conventional OPF solution. Stability constraints are exactly treated by a rigorous transient stability assessment (TSA) procedure, where complex system model and multi-contingency can be readily considered and stability margin is applied as the transient stability index (TSI) to avoid over-stabilizing. Benefiting from both the EA and the deterministic programming, the proposed method can continuously approach the global optima in a robust, reliable and fast-convergent way. The method is verified on the New England test system and a dynamic equivalent system of a real-world large power grid. Comparing with existing methods, it has provided more economic solutions and better adaptability to multi-swing instability and multi-contingency stabilizing. It can also be a unified approach for solving other stability constrained-OPFs.
Keywords :
evolutionary computation; load flow; power grids; power system economics; power system transient stability; stochastic programming; EA; New England test system; TSA procedure; TSC-OPF computation; TSI; complex system model; deterministic programming technique; dynamic equivalent system; evolutionary algorithm; maximum TSC-feasible solution region; multicontingency stabilization; multiswing instability; real-world large power grid; stochastic optimization strategy; transient stability assessment procedure; transient stability index; transient stability-constrained optimal power flow computation; Evolutionary computation; Load flow; Power system stability; Stability criteria; Transient analysis; Deterministic programming; evolutionary algorithm; optimal power flow; stability margin; transient stability;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2012.2190429