标题： 高功率多层矩形平面绕组的电感估算 显示英文标题

标题： Inductance Estimation for High-Power Multilayer Rectangle Planar Windings

摘要： 本文提出了一种简单且准确的类似单项式方程，用于估算多层矩形平面绕组（MLRPWs）在高频、高功率应用中的电感。 该方程由几何尺寸的幂乘积组成，每个幂乘积分别具有不同的幂系数。 这些系数通过多元线性回归（MLR）生成，基于大约6000个模拟绕组的大数据集，训练/评估样本比例为80/20。 结果的平均误差值为0%，标准偏差低于1.8%。 电感估计的准确性已在多个实验样品上得到验证，这些样品的尺寸既包括初始训练数据集内的，也包括其外的。 显示英文摘要

摘要： This paper proposes a simple and accurate monomial-like equation for estimating the inductance of Multilayer Rectangle-shaped Planar Windings (MLRPWs) for high-frequency, high-power applications. The equation consists of the power product of the geometrical dimensions, raised at individual power coefficients. The coefficients are generated via Multiple Linear Regression (MLR), based on a large set of approximately 6,000 simulated windings, with an 80/20 training/evaluation sample ratio. The resulting mean error value is 0%, with a standard deviation below 1.8%. The accuracy of the inductance estimation is confirmed on several experimental samples, with dimensions both within and outside the initial training dataset.