Title | ||
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Solving the environmental economic dispatch problem with prohibited operating zones in microgrids using NSGA-II and TOPSIS. |
Abstract | ||
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This paper presents a multi-objective optimization framework for the environmental economic dispatch problem in microgrids. Besides classic constraints, also prohibited operating zones and ramp-rate limits of the generators are here considered. Pareto-optimal solutions are generated through the NSGA-II algorithm with customized constraint handling. The optimal solution is selected with TOPSIS. Simulations carried out on a prototype microgrid showed the effectiveness of the proposed framework in handling scenarios with Pareto fronts having up to four discontinuities.
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Year | DOI | Venue |
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2016 | 10.1145/2851613.2853130 | SAC 2016: Symposium on Applied Computing
Pisa
Italy
April, 2016 |
Field | DocType | ISBN |
Economic dispatch,Mathematical optimization,Computer science,Multi-objective optimization,TOPSIS,Pareto principle,Genetic algorithm,Microgrid | Conference | 978-1-4503-3739-7 |
Citations | PageRank | References |
0 | 0.34 | 4 |
Authors | ||
4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Marco Cococcioni | 1 | 190 | 17.74 |
Beatrice Lazzerini | 2 | 715 | 45.56 |
Francesco Marcelloni | 3 | 1404 | 91.43 |
Francesco Pistolesi | 4 | 14 | 3.93 |