Title :
Stochastic Multiobjective Market Clearing of Joint Energy and Reserves Auctions Ensuring Power System Security
Author :
Amjady, Nima ; Aghaei, Jamshid ; Shayanfar, Heidar Ali
Author_Institution :
Dept. of Electr. Eng., Semnan Univ., Semnan, Iran
Abstract :
In this paper, a stochastic multiobjective framework is proposed for day-ahead joint market clearing. The proposed multiobjective framework can concurrently optimize competing objective functions including augmented generation offer cost and security indices (overload index, voltage drop index, and voltage stability margin). Besides, system uncertainties including generating units and branches contingencies and load uncertainty are explicitly considered in the stochastic market clearing scheme. The solution methodology consists of two stages, which firstly, employs roulette wheel mechanism and Monte Carlo simulation (MCS) for random adaptive 24-h scenario generation wherein the stochastic multiobjective market clearing procedure is converted into its respective deterministic equivalents (scenarios). In the second stage, for each deterministic scenario, a multiobjective mathematical programming (MMP) formulation based on the epsiv -constrained approach is implemented for provision of spinning reserve (SR) and nonspinning reserve (NSR) as well as energy. The MMP formulation of the market clearing process is optimized while meeting AC power flow constraints and expected interruption cost (EIC). The IEEE 24-bus Reliability Test System (RTS 24-bus) is used to demonstrate the performance of the proposed method.
Keywords :
Monte Carlo methods; load flow; mathematical programming; power generation economics; power markets; power system security; stochastic processes; AC power flow constraints; IEEE 24-bus Reliability Test System; Monte Carlo simulation; adaptive 24-h scenario generation; epsiv -constrained approach; expected interruption cost; multiobjective mathematical programming formulation; power system security; roulette wheel mechanism; spinning reserve; stochastic multiobjective market clearing framework; Cost function; Mathematical programming; Power system security; Power system stability; Spinning; Stochastic processes; Stochastic systems; Uncertainty; Voltage; Wheels; Joint market clearing; multiobjective mathematical programming; stochastic optimization;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2009.2030364