Title :
Comparison and application of self-tuning DE/HDE based algorithms to solve optimal reactive power dispatch problems with multiple objectives
Author :
Vaisakh, K. ; Rao, Kanta P.
Author_Institution :
Dept. of Electr. Eng., Andhra Univ., Visakhapatnmam, India
Abstract :
This paper introduces a self adaptive differential evolution (SADE) and self-tuning Hybrid differential Evolution (HDE) methods for dealing with optimal reactive power dispatch aiming at power loss reduction. The optimum reactive power dispatch of power systems is to allocate reactive power control variables so that the objective function composed of power losses is minimized and the prescribed voltage limits are satisfied. The proposed method determines the optimum settings of reactive power control variables such as, generator excitation, tap changing transformers, and shunt compensation that reduces the power loss, while maintaining the voltage stability. IEEE 14-bus test system from the literature is used to exemplify the performance of the proposed methods. Numerical results show that the proposed methods are better methods than those reported in the literature.
Keywords :
adaptive control; load dispatching; optimisation; power system stability; reactive power control; self-adjusting systems; IEEE 14-bus test system; power loss reduction; reactive power control; reactive power dispatch; self adaptive differential evolution; self-tuning hybrid differential evolution; voltage limits; voltage stability; Educational institutions; Evolutionary computation; Hybrid power systems; Linear programming; Power engineering and energy; Power system stability; Quadratic programming; Reactive power; Reactive power control; Voltage; Self adaptive differential evolution self-tuning hybrid differential evolution; power loss reduction; reactive power dispatch; voltage stability L-index;
Conference_Titel :
Nature & Biologically Inspired Computing, 2009. NaBIC 2009. World Congress on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4244-5053-4
DOI :
10.1109/NABIC.2009.5393782