A distributed multi-agent linear bi-objective algorithm for energy flow optimization in microgrids

作者: Robert Brehm , Soren Top , Stefan Matefi-Tempfli

DOI: 10.1109/IRSEC.2015.7455072

关键词:

摘要: A distributed linear bi-objective optimization algorithm for management of energy flow in a microgrid with individual agents is introduced. In contrast to widely used centralized approaches multi-agent scheme within consisting local resources and storage capacities presented which based on the auction assignment problems originally introduced by Bertsekas 1979 [1]. It shown that topology can be represented as bipartite graph mathematically described classical transportation problem. This allows applying an way where each supply system node either source or sink acting agent. The single-objective approach extended towards bi-objectivity build framework gives agent freedom authority intelligently influence global decision making (optimization) respect its own objectives therefore achieved. computational intelligent enhance intelligence their intelligence.

参考文章(16)
Dimitri P. Bertsekas, David A. Castanon, The auction algorithm for the transportation problem Annals of Operations Research. ,vol. 20, pp. 67- 96 ,(1989) , 10.1007/BF02216923
Xiaohui Liu, Eric G. O'Rear, Wallace E. Tyner, Joseph F. Pekny, Purchasing vs. leasing: A benefit-cost analysis of residential solar PV panel use in California Renewable Energy. ,vol. 66, pp. 770- 774 ,(2014) , 10.1016/J.RENENE.2014.01.026
Alejandro D. Dominguez-Garcia, Christoforos N. Hadjicostis, Distributed algorithms for control of demand response and distributed energy resources conference on decision and control. pp. 27- 32 ,(2011) , 10.1109/CDC.2011.6160431
Rodrigo Palma-Behnke, Carlos Benavides, Fernando Lanas, Bernardo Severino, Lorenzo Reyes, Jacqueline Llanos, Doris Saez, A Microgrid Energy Management System Based on the Rolling Horizon Strategy IEEE Transactions on Smart Grid. ,vol. 4, pp. 996- 1006 ,(2013) , 10.1109/TSG.2012.2231440
Amjad Anvari Moghaddam, Alireza Seifi, Taher Niknam, Multi-operation management of a typical micro-grids using Particle Swarm Optimization: A comparative study Renewable & Sustainable Energy Reviews. ,vol. 16, pp. 1268- 1281 ,(2012) , 10.1016/J.RSER.2011.10.002
Daniel E. Olivares, Ali Mehrizi-Sani, Amir H. Etemadi, Claudio A. Canizares, Reza Iravani, Mehrdad Kazerani, Amir H. Hajimiragha, Oriol Gomis-Bellmunt, Maryam Saeedifard, Rodrigo Palma-Behnke, Guillermo A. Jimenez-Estevez, Nikos D. Hatziargyriou, Trends in Microgrid Control IEEE Transactions on Smart Grid. ,vol. 5, pp. 1905- 1919 ,(2014) , 10.1109/TSG.2013.2295514
Zhe Wang, Kai Yang, Xiaodong Wang, Privacy-Preserving Energy Scheduling in Microgrid Systems IEEE Transactions on Smart Grid. ,vol. 4, pp. 1810- 1820 ,(2013) , 10.1109/TSG.2013.2274466
Tu A. Nguyen, Mariesa L. Crow, Optimization in energy and power management for renewable-diesel microgrids using Dynamic Programming algorithm 2012 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER). pp. 11- 16 ,(2012) , 10.1109/CYBER.2012.6392518
Bo Zhao, Meidong Xue, Xuesong Zhang, Caisheng Wang, Junhui Zhao, An MAS based energy management system for a stand-alone microgrid at high altitude Applied Energy. ,vol. 143, pp. 251- 261 ,(2015) , 10.1016/J.APENERGY.2015.01.016