This work develops a new double shell approach to optimal design for multi-objective optimally managed systems. The cost of each design solution can be defined by the evaluation of operational issues and capital costs. In most systems, the correct definition of operational issues can be deduced by means of the solution of a multi-objective optimization problem. The evaluation of each design solution must thus be deduced using the outcome of a multi-objective optimization run, namely a Pareto hyper-surface in the n-dimensional space of operational objectives. In the literature, the design problem is usually solved by considering a single objective formulation of the operational issue. In this paper, the proposed double shell approach is implemented using evolutionary computation and it is explained considering the problem of optimal microgrids design. For this problem the multiple operational impacts identification corresponds to the solution of the optimal unit commitment of generators. After an introductory part, the particular problem formulation is presented and an interesting application of the considered approach to a medium size micro-grid is shown.

Di Silvestre, M.L., Fileccia Scimemi, G., Ippolito, M.G., Riva Sanseverino, E., Zizzo, G. (2010). A double-shell design approach for multiobjective optimal design of microgrids. In Advances in intelligent decision technologies (pp.65-73). Heidelberg : Springer [10.1007/978-3-642-14616-9].

A double-shell design approach for multiobjective optimal design of microgrids

DI SILVESTRE, Maria Luisa;FILECCIA SCIMEMI, Giuseppe;IPPOLITO, Mariano Giuseppe;RIVA SANSEVERINO, Eleonora;ZIZZO, Gaetano
2010-01-01

Abstract

This work develops a new double shell approach to optimal design for multi-objective optimally managed systems. The cost of each design solution can be defined by the evaluation of operational issues and capital costs. In most systems, the correct definition of operational issues can be deduced by means of the solution of a multi-objective optimization problem. The evaluation of each design solution must thus be deduced using the outcome of a multi-objective optimization run, namely a Pareto hyper-surface in the n-dimensional space of operational objectives. In the literature, the design problem is usually solved by considering a single objective formulation of the operational issue. In this paper, the proposed double shell approach is implemented using evolutionary computation and it is explained considering the problem of optimal microgrids design. For this problem the multiple operational impacts identification corresponds to the solution of the optimal unit commitment of generators. After an introductory part, the particular problem formulation is presented and an interesting application of the considered approach to a medium size micro-grid is shown.
Settore ING-IND/33 - Sistemi Elettrici Per L'Energia
lug-2010
Intelligent Spatial Decision Analysis 2010
Inner Harbor, Baltimore, Maryland, USA
28-30 luglio 2010
2010
9
Di Silvestre, M.L., Fileccia Scimemi, G., Ippolito, M.G., Riva Sanseverino, E., Zizzo, G. (2010). A double-shell design approach for multiobjective optimal design of microgrids. In Advances in intelligent decision technologies (pp.65-73). Heidelberg : Springer [10.1007/978-3-642-14616-9].
Proceedings (atti dei congressi)
Di Silvestre, M L; Fileccia Scimemi, G; Ippolito, M G; Riva Sanseverino, E; Zizzo, G
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10447/51817
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