Optimal control of investments for quality of supply improvement in electrical energy distribution networks |
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Authors: | A. Bemporad [Author Vitae],D. Muñ oz de la Peñ a [Author Vitae] |
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Affiliation: | a Dip. di Ingegneria dell’Informazione, University of Siena, Italy b Dep. de Ingeniería de Sistemas y Automática, Universidad de Sevilla, Spain c ENEL Distribuzione, Pianificazione e Controllo, Florence, Italy |
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Abstract: | This paper considers the problem of deciding multi-period investments for maintenance and upgrade of electrical energy distribution networks. After describing the network as a constrained hybrid dynamical system, optimal control theory is applied to optimize profit under a complex incentive/penalty mechanism imposed by public authorities. The dynamics of the system and the cost function are translated into a mixed integer optimization model, whose solution gives the optimal investment policy over the multi-period horizon. While for a reduced-size test problem the pure mixed-integer approach provides the best optimal control policy, for real-life large-scale scenarios a heuristic solution is also introduced. Finally, the uncertainty associated with the dynamical model of the network is taken care of by adopting ideas from stochastic programming. |
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Keywords: | Investment planning Optimal control Hybrid systems Mixed-integer programming Stochastic systems |
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