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Network reconfiguration using a genetic approach for loss and reliability optimization in distribution systems
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| This paper presents a new method to improve reliability and also minimize losses in radial distribution systems (RDS), trough a process of network reconfiguration, using a genetic algorithm approach. The methodology adopted to enhance reliability, uses the Monte Carlo simulation and an historical data of the network such as the level of reliability and the severity of potential contingencies in each branch. The method analyses the RDS in two perspectives. A first perspective of optimization considering no investment, therefore using only the switches presented in the network, and a second perspective of optimization where is given the possibility to place a limited number of tie-switches and thus get better results. Here, the number of tie-switches and the branches that can receive them are defined by a decision agent. The effectiveness of the proposed method is demonstrated through the analysis of a 69 bus RDS. | 180.68 KB | Adobe PDF |
Orientador(es)
Resumo(s)
This paper presents a new method to improve reliability and also minimize losses in radial distribution systems (RDS), trough a process of network reconfiguration, using a genetic algorithm approach. The methodology adopted to enhance reliability, uses the Monte Carlo simulation and an historical data of the network such as the level of reliability and the severity of potential contingencies in each branch. The method analyses the RDS in two perspectives. A first perspective of optimization considering no investment, therefore using only the switches presented in the network, and a second perspective of optimization where is given the possibility to place a limited number of tie-switches and thus get better results. Here, the number of tie-switches and the branches that can receive them are defined by a decision agent. The effectiveness of the proposed method is demonstrated through the analysis of a 69 bus RDS.
Descrição
Article number 4915219, 2nd International Conference on Power Engineering, Energy and Electrical Drives, POWERENG 2009, 18 March 2009 through 20 March 2009 - Code 77128
Palavras-chave
Genetics Switches Power system reliability Paper technology Computer networks Distributed computing Computer network reliability Load management Simulated annealing Optimization methods
Contexto Educativo
Citação
R. M. V. Vitorino, H. M. M. Jorge and L. M. P. Neves, "Network reconfiguration using a genetic approach for loss and reliability optimization in distribution systems," 2009 International Conference on Power Engineering, Energy and Electrical Drives, Lisbon, Portugal, 2009, pp. 84-89, doi: https://doi.org/10.1109/POWERENG.2009.4915219.
Editora
IEEE Canada
Licença CC
Sem licença CC