Title :
Novel Coordination of DOCRs using Trigonometric Differential Evolution Algorithm
Author :
Meng Yen Shih ; Conde Enriquez, Arturo
Author_Institution :
FIME, Univ. Autonoma de Nuevo Leon, San Nicolas de los Garza, Mexico
Abstract :
The coordination of directional overcurrent relays (DOCRs) has been formulated with different optimization algorithms (deterministic, heuristic, swarm, and evolutionary). The surge of studying coordination problem using heuristic, swarm and evolutionary optimization methods became popular. Because the coordination optimization problem is highly complex and non-linear, some algorithms may result in undesired operation time of DOCRs and also violation of coordination constraints. Therefore, the primary objective is to focus on the use of Trigonometric Differential Evolution (Tri-DE) algorithm in solving complex and non-linear DOCR coordination. The secondary objective is to improve the Trigonometric Differential Evolution algorithm in the coordination problem and compare it with the original Tri-DE algorithm.
Keywords :
evolutionary computation; nonlinear programming; Tri-DE algorithm; complex-nonlinear DOCR coordination; coordination constraint violation; deterministic optimization algorithm; directional overcurrent relay coordination; evolutionary optimization algorithm; heuristic optimization algorithm; operation time; swarm optimization algorithm; trigonometric differential evolution algorithm; Optimization methods; Relays; Robustness; Silicon compounds; Surges; Visualization; Overcurrent relay coordination; differential evolution algorithm;
Journal_Title :
Latin America Transactions, IEEE (Revista IEEE America Latina)
DOI :
10.1109/TLA.2015.7112021