方洪波,吴林峰,周豪睿.基于改进蚁群算法的电力通信网络路由优化算法研究[J].电测与仪表,2023,60(5):97-102. Fang Hongbo,Wu Linfeng,Zhou Haorui.Research on routing optimization algorithm of power communication network based on improved ant colony algorithm[J].Electrical Measurement & Instrumentation,2023,60(5):97-102.
基于改进蚁群算法的电力通信网络路由优化算法研究
Research on routing optimization algorithm of power communication network based on improved ant colony algorithm
In power communication networks, load balancing can reduce the overload of bottleneck nodes and make full use of resources. Aiming at the load balancing problem of power communication network in smart grid, this paper proposes a load balancing algorithm that combines ant colony algorithm and link weight algorithm. Based on the advantages of the ant colony algorithm, the optimal transmission link scheme is directly selected through the link weight judgment function. Through simulation, the proposed algorithm is compared with the commonly used load balancing algorithm, and the superiority and feasibility of the proposed algorithm are verified. The results show that this method is more suitable for complex application scenarios, and has better load balancing ability in power communication network, which has certain reference value.
