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首页> 外文期刊>International Journal of Engineering Science and Technology >OPTIMAL DESIGN OF SINGLE PHASE TRANSFORMER USING BACTERIAL FORAGING ALGORITHM
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OPTIMAL DESIGN OF SINGLE PHASE TRANSFORMER USING BACTERIAL FORAGING ALGORITHM

机译:基于细菌前馈算法的单相变压器优化设计

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摘要

The aim of the transformer design is to obtain the dimensions of all the parts of the transformer based on the given specification, using available materials economically in order to achieve lower cost, reduced size and better operating performance. In this paper, the task of finding optimal design of single phase transformer has been formulated as nonlinear programming problem, so as to meet the specification with the minimum cost and improve the efficiency. Four independent variables and two constraints are taken to meet the requirement of the design. The method utilizes Bacterial Foraging Algorithm (BFA) to provide optimum design of single phase transformer. The validity of the proposed method has been tested on a sample transformer and the simulation results obtained are compared with conventional method and Particle Swarm Optimization (PSO) technique. The simulation results reveal that the proposed scheme determines the optimal variables of transformer along with the performance parameters efficiently.
机译:变压器设计的目的是根据给定的规格,经济地使用可用的材料来获得变压器所有零件的尺寸,以实现更低的成本,更小的尺寸和更好的运行性能。本文将寻找单相变压器最优设计的任务定义为非线性规划问题,从而以最小的成本满足规范并提高效率。四个独立变量和两个约束条件可以满足设计要求。该方法利用细菌觅食算法(BFA)来提供单相变压器的最佳设计。在样本变压器上测试了该方法的有效性,并将所得仿真结果与常规方法和粒子群优化(PSO)技术进行了比较。仿真结果表明,该方案有效地确定了变压器的最佳变量以及性能参数。

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