Economic dispatch of micro-grid based on improved particle-swarm optimization algorithm

作者: Huiqiu Cao , Jian Xu , Deping Ke , Chengxu Jin , Shengchu Deng

DOI: 10.1109/NAPS.2016.7747875

关键词: Key (cryptography)Electricity generationEngineeringMode (statistics)Particle swarm optimizationMathematical optimizationEconomic dispatchIslandingMulti-swarm optimizationMaintenance engineeringAlgorithm

摘要: For micro-grid system under isolated and parallel operation mode, two kinds of economic dispatch model are established. The objective function the is formulated considering time-of-use (TOU) price electric energy transaction. theory particle swarm optimization (PSO) proposed, key parameters improved to enhance performance algorithm. An actual case study with typical daily load data from a specific selected examine PSO(IPSO) effectiveness IPSO verified through comparison results. Under cost decreases 2.9% by applying algorithm, comparing one PSO, while only 2.7% original algorithm islanding mode.

参考文章(14)
Nikos Hatziargyriou, Hiroshi Asano, Reza Iravani, Chris Marnay, Microgrids: an overview of ongoing research, development, anddemonstration projects IEEE Power and Energy. ,vol. 5, ,(2007) , 10.1109/MPAE.2007.376583
K.S. Swarup, A. Natarajan, Constrained optimization using evolutionary programming for dynamic economic dispatch international conference on intelligent sensing and information processing. pp. 314- 319 ,(2005) , 10.1109/ICISIP.2005.1529468
Robert Lasseter, Abbas Akhil, Chris Marnay, John Stephens, Jeff Dagle, Ross Guttromsom, A. Sakis Meliopoulous, Robert Yinger, Joe Eto, Integration of distributed energy resources. The CERTS Microgrid Concept Lawrence Berkeley National Laboratory. ,(2002) , 10.2172/799644
Anderson Hoke, Alexander Brissette, Shawn Chandler, Annabelle Pratt, Dragan Maksimovizc, Look-ahead economic dispatch of microgrids with energy storage, using linear programming ieee conference on technologies for sustainability. pp. 154- 161 ,(2013) , 10.1109/SUSTECH.2013.6617313
M. Basu, Dynamic economic emission dispatch using nondominated sorting genetic algorithm-II International Journal of Electrical Power & Energy Systems. ,vol. 30, pp. 140- 149 ,(2008) , 10.1016/J.IJEPES.2007.06.009
Hermann Dommel, William Tinney, Optimal Power Flow Solutions IEEE Transactions on Power Apparatus and Systems. ,vol. 10, pp. 1866- 1876 ,(1968) , 10.1109/TPAS.1968.292150
S. Bando, Y. Sasaki, H. Asano, S. Tagami, Balancing control method of a microgrid with intermittent renewable energy generators and small battery storage power and energy society general meeting. pp. 1- 6 ,(2008) , 10.1109/PES.2008.4596074
Changsong Chen, Shanxu Duan, Tao Cai, Bangyin Liu, Guozhen Hu, None, Optimal Allocation and Economic Analysis of Energy Storage System in Microgrids IEEE Transactions on Power Electronics. ,vol. 26, pp. 2762- 2773 ,(2011) , 10.1109/TPEL.2011.2116808
O.E. Moya, A spinning reserve, load shedding, and economic dispatch solution by bender's decomposition IEEE Transactions on Power Systems. ,vol. 20, pp. 384- 388 ,(2005) , 10.1109/TPWRS.2004.831675