Title :
Dynamic optimal operation scheduling of microgrid using binary gravitational search algorithm
Author :
Peng Li ; Zeyuan Zhou ; Xiaopeng Lin ; Yang, Xavier ; Xingyan Niu
Author_Institution :
State Key Lab. of Alternate Electr. Power Syst. with Renewable Energy Sources, North China Electr. Power Univ., Baoding, China
Abstract :
With the emergence of energy crisis and environmental pollution, the concept of microgrid (MG) is receiving much attention today. The optimal operation scheduling is an important research topic in the field of MG. In this paper, binary gravitational search algorithm (BGSA) is proposed to optimize the operation scheduling of MG dynamically, which includes dynamic optimal unit commitment and power dispatch. At first, according to the characteristics of MG operation and its internal relations between different time periods, a mathematical optimization model is established to achieve the least operation and environmental cost, while meeting the load demand and system operating requirements. In order to solve this complex optimal problem, BGSA is proposed to optimize the unit commitment and power dispatch of MG. The simulation results show that the proposed method has efficient performance in optimizing operation scheduling of MG dynamically, and thus can improve the technical level of MG operation for more economic and environmental benefits.
Keywords :
distributed power generation; power generation dispatch; power generation scheduling; search problems; BGSA; MG operation; binary gravitational search algorithm; dynamic optimal unit commitment; load demand; mathematical optimization model; microgrid; optimal operation scheduling; power dispatch; system operating requirements; Dynamic scheduling; Heuristic algorithms; Job shop scheduling; Optimization; Power generation; Power system dynamics; binary gravitational search algorithm; microgrid; optimal operation scheduling; power dispatch; unit commitment;
Conference_Titel :
Power System Technology (POWERCON), 2014 International Conference on
Conference_Location :
Chengdu
DOI :
10.1109/POWERCON.2014.6993682