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Network reconfiguration to improve reliability and efficiency in distribution systems
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| This paper presents a new method to improve reliability and also minimize active power losses in radial distribution systems (RDS) through a process of network reconfiguration. The methodology adopted to enhance reliability, uses the Monte Carlo (MC) simulation and an historical data of the network such as the severity of the potential contingencies in each branch. Due to the greater number of possible configurations and the need of an efficient search, is also used an improved genetic algorithm (IGA), with adaptive crossover and mutation probabilities and with other new features. The method analyses the RDS in a perspective of optimization considering no investment, and a perspective of optimization where is given the possibility to place a limited number of tie-switches, defined by a decision agent, in certain branches. The effectiveness of the proposed method is demonstrated through the analysis of a 69 bus RDS. | 610.26 KB | Adobe PDF |
Orientador(es)
Resumo(s)
This paper presents a new method to improve reliability and also minimize active power losses in radial distribution systems (RDS) through a process of network reconfiguration. The methodology adopted to enhance reliability, uses the Monte Carlo (MC) simulation and an historical data of the network such as the severity of the potential contingencies in each branch. Due to the greater number of possible configurations and the need of an efficient search, is also used an improved genetic algorithm (IGA), with adaptive crossover and mutation probabilities and with other new features. The method analyses the RDS in a perspective of optimization considering no investment, and a perspective of optimization where is given the possibility to place a limited number of tie-switches, defined by a decision agent, in certain branches. The effectiveness of the proposed method is demonstrated through the analysis of a 69 bus RDS.
Descrição
Article number 5281806 - 2009 IEEE Bucharest PowerTech: Innovative Ideas Toward the Electrical Grid of the Future; Bucharest; Romania; 28 June 2009 through 2 July 2009; Category number CFP09815-CDR; Code 78575
Palavras-chave
Improved Genetic Algorithm Loss Minimization Network Reconfiguration Reliability
Contexto Educativo
Citação
R. M. Vitorino, L. P. Neves and H. M. Jorge, "Network reconfiguration to improve reliability and efficiency in distribution systems," 2009 IEEE Bucharest PowerTech, Bucharest, Romania, 2009, pp. 1-7, doi: https://doi.org/10.1109/PTC.2009.5281806.
Editora
IEEE Canada
Licença CC
Sem licença CC