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Ass. Lect. Eslam Fathy Saber Kelash :: Publications:

Title:
A New Coalition Formation Approach for Power Losses Reduction in Electrical Power Micro-Grids
Authors: E. F. Kelash, Osama Abdel-Raouf, Hassan N. A. Ismail, M. A. Elsisy
Year: 2020
Keywords: Game theory; Coalition Formation; Micro-Grid; Smart-Grid; Power Losses; Quadratic Programming
Journal: IJCI. International Journal of Computers and Information
Volume: 7
Issue: 1
Pages: 55-71
Publisher: The Faculty of Computers and Information, Menoufia University
Local/International: Local
Paper Link:
Full paper Eslam Fathy Saber Kelash_IJCI_Volume 7_Issue 1_Pages 55-71.pdf
Supplementary materials Not Available
Abstract:

In recent years, the technology of micro-grids (MGs) has gained a lot of interest. MGs utilize distributed generators (DGs) to locally meet the needs of consumers. This decentralized nature increases the efficiency of the system in addition to improving the electrical service reliability. In this paper, coalitional game theory is used to study the process of local power exchange among a set of MGs. A coalition forming (CF) algorithm which depends on the topology of the network is proposed. The presented algorithm is scalable i.e. can capture a substantial number of MGs which makes it applicable in real systems. Besides the macro-station (MS), each formed coalition comprises a set of MGs with a lack of power to purchase and a set of MGs that have an excess of power to sell. Within each coalition, quadratic programming (QP) is used to organize the transition of power among MGs and MS so as to reduce the power losses. To illustrate the significant impact of the presented procedure, a full numerical example is introduced. The analysis and simulation show that the proposed algorithm results in a decrease in the average power losses per bus, reaching up to 37.6% enhancement compared with the non-cooperative situation.

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