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    Öğe
    Analysis of electrical distribution network voltage configuration with mixed integer linear programming algorithm and genetic algorithm I terms of energy cost
    (Istanbul Univ-Cerrahapasa, 2020) Akbulut, Leyla; Tezcan, Süleyman Sungur; Coşgun, Ahmet
    Since natural and social resources are not evenly distributed over the earth's surface, socioeconomic developments differ in time and space. Although the most important causes of inequality are natural or geographical reasons, the lack of energy supply-demand balance specific to the region causes inequality to increase. Undoubtedly, eliminating the supply-demand imbalance as a result of the increase in energy demand by costing energy cheaply will play a major role in reducing these differences. To meet the energy demand, the existing electricity grid may need to be expanded or partially or completely replaced. The aim of the studies to design a new electricity network or to expand an existing network; to meet the needs of consumers by providing energy distribution with minimum cost and maximum quality. In this study; energy costs generated by re-planning in a network that distributes electricity at different voltage levels to meet the increasing energy needs were analysed. To obtain the optimum network design; a minimization function was established by determining the required transformer powers and their numbers considering the physical and electrical conditions. The generated function was analysed by using a mixed-integer programming algorithm and genetic algorithm in MATLAB.
  • [ X ]
    Öğe
    Analysis of electrical distribution network voltage configuration with mixed-integer linear programming algorithm and genetic algorithm regarding energy cost
    (Istanbul University vetdergi@istanbul.edu.tr, 2020) Akbulut, Leyla; Tezcan, Süleyman Sungur; Cosgun, Ahmet
    Because natural and social resources are unevenly distributed over the earth’s surface, socioeconomic developments differ in time and space. Although the most critical causes of inequality are natural or geographical reasons, the lack of energy supply-demand balance-specific to the region increases inequality. Undoubtedly, eliminating the supply-demand imbalance because of the increase in energy demand by costing energy cheaply will significantly reduce these differences. The existing electricity grid must be expanded or partially or completely replaced to meet the energy demand. This study aims to design a new electricity network or expand an existing network to meet consumers’ needs by providing energy distribution with minimum cost and maximum quality. In this study, we analyzed the energy costs generated by re-planning a network that distributes electricity at different voltage levels to meet the increasing energy needs. We established a minimization function by determining the required transformer powers and their numbers considering the physical and electrical conditions to obtain the optimum network design. We analyzed the generated function by using a mixed-integer programming algorithm and a genetic algorithm in MATLAB. © 2020 Istanbul University. All rights reserved.