Title
Solving the environmental economic dispatch problem with prohibited operating zones in microgrids using NSGA-II and TOPSIS.
Abstract
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.
Year
DOI
Venue
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 Cococcioni119017.74
Beatrice Lazzerini271545.56
Francesco Marcelloni3140491.43
Francesco Pistolesi4143.93