Title :
Optimized operation of microgrid based on gravitational search algorithm
Author :
Peng Li ; Weina Xu ; Zeyuan Zhou ; Rui Li
Author_Institution :
State Key Lab. of Alternate Electr. Power Syst. with Renewable Energy Sources, North China Electr. Power Univ., Baoding, China
Abstract :
Microgrid plays an important role in the connection of distributed generation (DG) and power grid. Optimized operation of microgrid is an important aspect of in the research and development of microgrid. And an improved gravitational search algorithm (IGSA) is proposed to settle this problem. Gravitational search algorithm (GSA) is a new intelligent optimization algorithm, which has powerful global searching ability, good convergence and strong versatility and is easy to realize compared with other optimization algorithm. But it is easy to fall into local extremum for GSA. In the article, a multi-objective function of the optimized operation of microgrid is established.
Keywords :
distributed power generation; power grids; search problems; distributed generation; gravitational search algorithm; intelligent optimization algorithm; microgrid optimized operation; power grid; Economics; Microgrids; Optimization; Power generation; Search problems; Sociology; Statistics;
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.2013.6754475