DocumentCode :
2131383
Title :
A new representation of energy storage systems operation using Fourier theory in optimal smart grids management
Author :
Sanseverino, Eleonora Riva ; Silvestre, Maria Luisa Di ; Graditi, Giorgio ; Zizzo, Gaetano ; Ippolito, Mariano Giuseppe ; Massaro, Fabio ; Favuzza, Salvatore
Author_Institution :
DIEETCAM, Univ. di Palermo, Palermo, Italy
fYear :
2012
fDate :
9-12 Sept. 2012
Firstpage :
539
Lastpage :
544
Abstract :
This paper investigates the possibility to use a new modeling of Energy Storage Systems based on zero integral functions. Such functions represent the course of the energy level stored in batteries during the solution of optimal management problems in smart-grids. Storage devices, such as all the other components that are required to meet an integral capacity constraint along the dispatch time, must show the same State of Charge at the start and at the end of the timeframe considered for operation. In this paper, a set of sinusoidal functions have been used for the synthesis of the charge and discharge course of energy Storage Systems. Such representation allows to eliminate the difficult constraint about the State of Charge at the start and at the end of the considered timeframe and in general allows to reduce the number of parameters involved in the optimization. A few tests of the proposed representation for an optimal dispatch problem solved with evolutionary computation in a small distribution system is considered in the application section.
Keywords :
Fourier analysis; power system management; smart power grids; Fourier theory; energy storage systems operation; optimal management problems; optimal smart grids management; sinusoidal functions; state of charge; zero integral functions; Algorithm design and analysis; Batteries; Optimization; Production; Sociology; Standards; distributed energy resources; integral constraints; multi-objective evolutionary optimization; optimal management; smart grids;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Energy Conference and Exhibition (ENERGYCON), 2012 IEEE International
Conference_Location :
Florence
Print_ISBN :
978-1-4673-1453-4
Type :
conf
DOI :
10.1109/EnergyCon.2012.6348212
Filename :
6348212
Link To Document :
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