Title :
Artificial Bee Colony Algorithm for Optimal Dynamics Dispatch Problem
Author :
Zhang, Li ; Wang, Gao-xia ; Zhu, Jun ; He, Xiao-Gang ; Liu, Peng
Author_Institution :
Coll. of Sci., China Three Gorges Univ., Yichang, China
Abstract :
This paper uses the artificial bee colony (ABC) algorithm for solving the optimal dynamic dispatch (ODD) problems in power system. Many nonlinear characteristics of the generator, such as valve-point effects and the transmission network loss are considered. To show its feasibility and effectiveness, two different systems are demonstrated and compared to other approaches solving the same problem. Moreover, some parameters in ABC algorithm are analyzed as well as the mechanism in the algorithm. Numerical results show that the ABC algorithm can provide accurate dispatch solutions within reasonable time for certain type of fuel cost functions.
Keywords :
ant colony optimisation; combinatorial mathematics; power generation dispatch; ABC algorithm; ODD problem; artificial bee colony algorithm; combinatorial optimization; dispatch solution; fuel cost function; generator; nonlinear characteristics; optimal dynamic dispatch problem; power system; transmission network loss; valve-point effect; Algorithm design and analysis; Economics; Generators; Heuristic algorithms; Optimization; Power system dynamics; artificial bee colony algorithm; combinatorial optimization; optimal dynamic dispatch; parameter analysis;
Conference_Titel :
Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2012 4th International Conference on
Conference_Location :
Nanchang, Jiangxi
Print_ISBN :
978-1-4673-1902-7
DOI :
10.1109/IHMSC.2012.85