Optimal conductor selection and phase balancing in three-phase distribution systems: An integrative approach

被引:0
|
作者
Guzman-Henao, Jhony Andres [1 ]
Cortes-Caicedo, Brandon [2 ]
Bolanos, Ruben Ivan [1 ]
Grisales-Norena, Luis Fernando [4 ]
Montoya, Oscar Danilo [3 ]
机构
[1] Inst Tecnol Metropolitano, Fac Ingn, Campus Robledo, Medellin 050036, Colombia
[2] Inst Univ Pascual Bravo, Fac Ingn, Campus Robledo, Medellin 050036, Colombia
[3] Univ Distrital Francisco Jose De Caldas, Fac Ingn, Grp Compatibil & Interferencia Electromagnet, Bogota 110231, Colombia
[4] Univ Talca, Fac Ingn, Dept Ingn Elect, Curico 3340000, Chile
关键词
Conductor sizes; Optimization; Leader-follower methodology; Electrical distribution system; Phase balancing; Genetic algorithm; ENERGY-RESOURCES; OPTIMIZATION;
D O I
10.1016/j.rineng.2024.103416
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Recently, the energy demand has increased dramatically on a global scale, driving the need to expand existing electrical systems to ensure service coverage, efficiency, and reliability. However, this expansion poses both technical and economic challenges. To make expansion projects economically feasible and attractive to investors, optimal conductor selection and phase balancing are essential. In this paper, a novel methodology is introduced that simultaneously addresses both problems through a leader-follower strategy, combining the Chu & Beasley Genetic Algorithm (CBGA) with the method of successive approximations for power flow analysis. To assess the effectiveness of the proposed strategy, two test systems under varying demand scenarios are employed, and their economic and statistical results are compared with those obtained using three metaheuristic optimization techniques: the hurricane-based optimization algorithm, the salp swarm optimization algorithm, and the sine cosine algorithm. According to the findings, the CBGA outperformed the other techniques, producing costs of USD 125, 348.487 and USD 94, 423.130, processing times of 11.766 s and 94.494 s, and standard deviations of 0.161% and 0.199% in the 8- and 25-node test systems, respectively. These results underscore the methodology's efficiency, responsiveness, and comprehensive approach to the optimal conductor selection and phase balancing problems in electrical systems.
引用
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页数:15
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