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Multi-variable optimization methodology for medium-frequency high-power transformer design employing steepest descent method

机译:采用最速下降法的中频大功率变压器设计的多变量优化方法

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To find balance among multiple design objectives of a medium/high-frequency (MF/HF) high-power (HP) transformer is best addressed employing an optimization technique. In this paper, MF HP transformer design is formulated as a multi-variable optimization problem, where efficiency, power density and temperature rise are chosen as design objectives. Total loss, core volume and maximum temperature rise are modeled as respective cost functions and amalgamated using weighted-sum approach to derive objective function. It is minimized using Steepest descent method. Being a gradient-based search technique, it preserves correlation among design variables during minimization. Using the proposed methodology, optimal design of a 10 kW, 0.5/5 kV, 1 kHz natural oil-cooled transformer with amorphous core and concentric foil winding, is derived. It is estimated to have an efficiency of 99.55% at a power density of 19.79 and maximum node temperature of 52.92 °C. These merit of figures are validated using FEM and CFD studies. Cost-effectiveness of proposed methodology is discussed with the help of a hardware prototype, built from off-the-shelf amorphous core. Benefits like design flexibilities and plausible cost-effectiveness, are inherent to gradient-based optimization method, which augur well for its applicability for MF HP transformer design.
机译:要在中/高频(MF / HF)大功率(HP)变压器的多个设计目标之间找到平衡,最好采用优化技术来解决。在本文中,中频高压变压器设计被表述为一个多变量优化问题,其中效率,功率密度和温升被选为设计目标。将总损耗,堆芯体积和最大温升建模为各自的成本函数,并使用加权和方法合并以得出目标函数。使用最速下降法将其最小化。作为一种基于梯度的搜索技术,它在最小化过程中保留了设计变量之间的相关性。使用所提出的方法,得出了具有非晶铁芯和同心箔绕组的10 kW,0.5 / 5 kV,1 kHz天然油冷变压器的最佳设计。据估计,在功率密度为19.79和最大节点温度为52.92°C时,效率为99.55%。这些数值的优点已通过FEM和CFD研究得到了验证。利用现成的非晶核构建的硬件原型,讨论了所提出方法的成本效益。基于梯度的优化方法具有固有的优势,例如设计灵活性和合理的成本效益,这预示了其在MF HP变压器设计中的适用性。

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