Microgrid Economic Operation Research Based on Improved Particle Swarm Optimization Algorithm

被引:0
作者
Wang, Xueying [1 ]
Li, Peng [1 ]
机构
[1] North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Baoding 071003, Hebei, Peoples R China
来源
PROCEEDINGS OF THE 2015 3RD INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS AND INFORMATION TECHNOLOGY APPLICATIONS | 2015年 / 35卷
关键词
distributed generation; microgrid; economic operation; the improved particle swarm operation (PSO) algorithm;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a new optimization approach for solving the economic operation with consideration of wind, solar, micro-turbine, fuel cells, battery and load in an energy system. Mathematical models of each micro source and the system model of the microgrid economic operation are established, and the system model is solved by improved particle swarm optimization (PSO) algorithm. The best output of each micro source and energy storage unit and the lowest operating cost comparing by improved PSO is compared with the traditional PSO. The MATLAB simulation indicates the high speed and accuracy of the improved PSO, and verifies the effectiveness of the model.
引用
收藏
页码:290 / 294
页数:5
相关论文
共 10 条
  • [1] [Anonymous], P IEEE POW ENG SOC G
  • [2] Technical and tariff scenarios effect on microturbine trigenerative applications
    Campanari, S
    Macchi, E
    [J]. JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME, 2004, 126 (03): : 581 - 589
  • [3] Smart energy management system for optimal microgrid economic operation
    Chen, C.
    Duan, S.
    Cai, T.
    Liu, B.
    Hu, G.
    [J]. IET RENEWABLE POWER GENERATION, 2011, 5 (03) : 258 - 267
  • [4] Adaptive Energy Consumption Scheduling for Connected Microgrids Under Demand Uncertainty
    Fathi, Mohammad
    Bevrani, Hassan
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2013, 28 (03) : 1576 - 1583
  • [5] Power management strategies for a microgrid with multiple distributed generation units
    Katiraei, F.
    Iravani, M. R.
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2006, 21 (04) : 1821 - 1831
  • [6] Micro-grid autonomous operation during and subsequent to islanding process
    Katiraei, F
    Iravani, AR
    Lehn, PW
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2005, 20 (01) : 248 - 257
  • [7] Khodaei A., 2004, IEEE T POWER SYSTEMS, V29, P1383
  • [8] Mizani S., 2009, 2009 IEEE Electrical Power Energy Conference EPEC, P1, DOI DOI 10.1109/EPEC.2009.5420925
  • [9] Puttgen H. B., 2003, IEEE Power & Energy Magazine, V1, P22, DOI 10.1109/MPAE.2003.1180357
  • [10] Plug-in Vehicles and Renewable Energy Sources for Cost and Emission Reductions
    Saber, Ahmed Yousuf
    Venayagamoorthy, Ganesh Kumar
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 58 (04) : 1229 - 1238