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 eectiveness of the proposed framework in handling scenarios with Pareto fronts having up to four discontinuities.
Solving the Environmental Economic Dispatch Problem with Prohibited Operating Zones in Microgrids using NSGA-II and TOPSIS
COCOCCIONI, MARCO;LAZZERINI, BEATRICE;MARCELLONI, FRANCESCO;PISTOLESI, FRANCESCO
2016-01-01
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 eectiveness of the proposed framework in handling scenarios with Pareto fronts having up to four discontinuities.File in questo prodotto:
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