Title :
Dynamic optimal operation of microgrid for reduced costs based on pattern search algorithm
Author :
Hao Xiao ; Wei Pei ; Hui Qu ; Li Kong ; Hong Ouyang ; Lianshun Mu
Author_Institution :
Univ. of Chinese Acad. of Sci., Beijing, China
Abstract :
To improve the economic and environmental friendliness of the Microgrid (MG), this paper presents a comprehensive model to determine the distributed generation (DG) optimum output power, which can be formulated as a high-dimensional nonlinear constrained “black box” optimization problem. Pattern Search (PS)-an effective optimization algorithm is introduced to solve this optimization problem. Simulations are performed on the IEEE 13-node test feeder with various load profile, and comparisons are performed with other existing mature algorithms, the results have demonstrated the efficiency of the proposed approach.
Keywords :
distributed power generation; optimisation; power generation economics; IEEE 13 node test feeder; distributed generation optimum output power; dynamic optimal operation; high dimensional nonlinear constrained black box optimization problem; microgrid; pattern search algorithm; Computational modeling; Economics; Microgrids; Optimization; Search problems; Wind turbines; Economic Optimal Operation; Microgrid; OpenDSS; Pattern Search Algorithm;
Conference_Titel :
Electrical Machines and Systems (ICEMS), 2013 International Conference on
Conference_Location :
Busan
Print_ISBN :
978-1-4799-1446-3
DOI :
10.1109/ICEMS.2013.6754463