DocumentCode :
66529
Title :
Optimal Power Dispatch of Multi-Microgrids at Future Smart Distribution Grids
Author :
Nikmehr, Nima ; Ravadanegh, Sajad Najafi
Author_Institution :
Dept. of Electr. EngineeringSmart Distrib. Grid Res. Lab., Azarbaijan Shahid Madani Univ., Tabriz, Iran
Volume :
6
Issue :
4
fYear :
2015
fDate :
Jul-15
Firstpage :
1648
Lastpage :
1657
Abstract :
In this paper, future distribution network operation is discussed under assumption of multimicrogrids (MMGs) concept. The economic operation of MMGs is formulated as an optimization problem. A stochastically and probabilistic modeling of both small-scale energy resources (SSERs) and load demand at each microgrids (MGs) is done to determine the optimal economic operation of each MGs with minimum cost based on the power transaction between the MGs and main grids. The balance between the total power generation in each MGs and the load demand is determined regarding the sold or purchase power either by MG or by main grid. Based on the results, the mean, standard deviation, and probability density function of each generated power with SSERs is determined considering optimization constraints. A statistical analysis for generated power and costs is given. The power interchange between MGs is considered. The particle swarm optimization is applied to minimize the cost function as an optimization algorithm. Results show that it is possible to regulate the power demand and power transaction between each MGs and the main grid. Moreover, it is indicated that the power sharing between MGs with main grid can reduce the total operation cost of the future distribution network.
Keywords :
distributed power generation; load dispatching; minimisation; particle swarm optimisation; power distribution economics; statistical analysis; stochastic processes; SSER; future distribution network operation; future smart distribution grids; load demand; multimicrogrids; optimal economic operation; optimal power dispatch; optimization problem; particle swarm optimization; power demand regulation; power interchange; power sharing; power transaction regulation; probabilistic modeling; probability density function; small-scale energy resources; statistical analysis; stochastic modeling; total power generation; Economics; Electricity; Load modeling; Optimization; Power generation; Probabilistic logic; Uncertainty; Economic dispatch; load demand; microgrid (MG); microgrid(MG); particle swarm optimization (PSO); probability; small-scale energy resource (SSER);
fLanguage :
English
Journal_Title :
Smart Grid, IEEE Transactions on
Publisher :
ieee
ISSN :
1949-3053
Type :
jour
DOI :
10.1109/TSG.2015.2396992
Filename :
7042324
Link To Document :
بازگشت