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A dynamic multi-level optimal design method with embedded finite-element modeling for power transformers

机译:电力变压器嵌入式有限元建模的动态多级最优设计方法

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摘要

This paper proposes a dynamic multi-level optimal design method for power transformer design optimization (TDO) problems. A response surface generated by second-order polynomial regression analysis is updated dynamically by adding more design points, which are selected by Shifted Hammersley Method (SHM) and calculated by finite-element method (FEM). The updating stops when the accuracy requirement is satisfied, and optimized solutions of the preliminary design are derived simultaneously. The optimal design level is modulated through changing the level of error tolerance. Based on the response surface of the preliminary design, a refined optimal design is added using multi-objective genetic algorithm (MOGA). The effectiveness of the proposed optimal design method is validated through a classic three-phase power TDO problem.
机译:本文提出了一种动态多级最优设计方法,用于电力变压器设计优化(TDO)问题。由二阶多项式回归分析产生的响应表面通过添加更多的设计点来动态地更新,该设计点由移位的哈米斯利方法(SHM)选择并通过有限元方法(FEM)计算。更新在满足准确性要求时停止,并同时衍生初步设计的优化解决方案。通过改变误差容限度来调制最佳设计水平。基于初步设计的响应面,使用多目标遗传算法(MOGA)添加精致的最佳设计。通过经典的三相功率TDO问题验证了所提出的最佳设计方法的有效性。

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