TY - JOUR
T1 - Multi-objective optimization model of micro-grid operation considering cost, pollution discharge and risk
AU - Li, Cunbin
AU - Zhang, Jianye
AU - Li, Peng
N1 - Publisher Copyright:
©2015 Chin.Soc.for Elec.Eng.
PY - 2015/3/5
Y1 - 2015/3/5
N2 - This paper started with operating costs, pollutant emissions and operational risk that by the uncertainty of DG output, and built a multi-objective optimization model of micro-grid operation management in smart grid considering all aspects of the micro-grid system constraints. Then niche multi-objective particle swarm optimization algorithm was used to solve the model with the aim to improve the operation management of micro power. The simulation results show that the proposed multi-objective optimization model of micro-grid operational management can implement the comprehensive consideration of cost, pollution emission and operational risk, especially the influence by DG output fluctuation. The study can effectively promote the micro-grid operation management level and ensure the security of the power supply.
AB - This paper started with operating costs, pollutant emissions and operational risk that by the uncertainty of DG output, and built a multi-objective optimization model of micro-grid operation management in smart grid considering all aspects of the micro-grid system constraints. Then niche multi-objective particle swarm optimization algorithm was used to solve the model with the aim to improve the operation management of micro power. The simulation results show that the proposed multi-objective optimization model of micro-grid operational management can implement the comprehensive consideration of cost, pollution emission and operational risk, especially the influence by DG output fluctuation. The study can effectively promote the micro-grid operation management level and ensure the security of the power supply.
KW - Micro-grid
KW - Multi- objective optimization model
KW - Niche multi-objective particle swarm optimization algorithm
KW - Operation management
UR - http://www.scopus.com/inward/record.url?scp=84927738252&partnerID=8YFLogxK
U2 - 10.13334/j.0258-8013.pcsee.2015.05.005
DO - 10.13334/j.0258-8013.pcsee.2015.05.005
M3 - Article
AN - SCOPUS:84927738252
SN - 0258-8013
VL - 35
SP - 1051
EP - 1058
JO - Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering
JF - Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering
IS - 5
ER -
