# Inductance Estimation for High-Power Multilayer Rectangle Planar Windings

arXiv: https://arxiv.org/abs/2507.12082 · HTML: https://mlsanity.com/paper/2507.12082/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 16 Jul 2025.

## Built on by (most cited first, 1 of 1)

- [Explainable Machine Learning for Multilayer Planar Winding Inductance Estimation](https://mlsanity.com/paper/2609.37211/) (2026)

## Abstract (arXiv)

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.