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Economical and environmental operation of smart networked microgrids under uncertainties using NSGA-II

conference contribution
posted on 2016-01-01, 00:00 authored by Z Pooranian, N Nikmehr, S Najafi-Ravadanegh, H Mahdin, Jemal AbawajyJemal Abawajy
The future smart grid is expected to be an interconnected network of small-scale and self-contained micro-grids (MGs), in which renewable energy sources (RESs) play significant role in generation level as well as attract special attention to the aim at a friendly environmental society. In this paper, optimal operation of distributed generations (DGs) are analyzed probabilistically due to uncertainties of loads and RESs. In addition, probability distribution function (PDF) is used to describe the fluctuation model of input data. This paper establishes smart networked Microgrids (MGs) based on NSGA-II algorithm, including the lowest operating cost and the least pollutants emission. In order to make a comparison, the problem is converted to a single-objective function and then, solved by two heuristic algorithms, namely particle swarm optimization (PSO) and Imperialist competitive algorithm (ICA). Simulation results support the capability of the proposed algorithm to minimize jointly the operating power and pollution emission as compared to the results obtained by using current heuristics.

History

Event

University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture. Conference (24th : 2016 : Split, Croatia)

Series

University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture Conference

Pagination

1 - 6

Publisher

Institute of Electrical and Electronics Engineers

Location

Split, Croatia

Place of publication

Piscataway, N.J.

Start date

2016-09-22

End date

2016-09-24

eISSN

1847-358X

ISBN-13

978-1-5090-2578-7

Language

eng

Publication classification

E Conference publication; E1 Full written paper - refereed

Copyright notice

2016, FESB, University of Split

Editor/Contributor(s)

N Rožić, D Begušić, M Šarić, P Šolić

Title of proceedings

SoftCOM 2016 : Proceedings of the 2016 24th International Conference on Software, Telecommunications and Computer Networks (SoftCOM)