Free-Shape Optimization of VHF Air-Core Inductors using a Constraint-Aware Genetic Algorithm

This paper focuses on the optimization of air-core inductors which are widely used in Very High Frequency (VHF) integrated converters. Instead of considering classical geometries (e.g., spiral and solenoid), a free-shape optimization algorithm is implemented, i.e. any geometry respecting the design rules can be considered. The optimization is performed with a fast Partial Element Equivalent Circuit (PEEC) solver and a custom genetic algorithm that enforces the non-linear design constraints. Finally, the inductor of a 1.6 W Integrated Voltage Regulator (IVR) operated at 40.68 MHz is optimized under various conditions (minimization of the losses, placement of the terminals, footprint constraint, and magnetic near-field reduction). It is found that the shape optimizer is particularly useful for problems with complex and/or unusual constraints.

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Publication Details

Published
2025-03-16
DOI
https://doi.org/10.1109/apec48143.2025.10977326
Citations
2
Primary Topic
Laser and Thermal Forming Techniques
Type
article
Field-Weighted Citation Impact
2.67

Funders

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article

Free-Shape Optimization of VHF Air-Core Inductors using a Constraint-Aware Genetic Algorithm

Charles R. Sullivan, Thomas Guillod
2 citations
Laser and Thermal Forming Techniques
2.67
article

Free-Shape Optimization of VHF Air-Core Inductors using a Constraint-Aware Genetic Algorithm

Charles R. Sullivan, Thomas Guillod
article en
2 citations

Abstract

This paper focuses on the optimization of air-core inductors which are widely used in Very High Frequency (VHF) integrated converters. Instead of considering classical geometries (e.g., spiral and solenoid), a free-shape optimization algorithm is implemented, i.e. any geometry respecting the design rules can be considered. The optimization is performed with a fast Partial Element Equivalent Circuit (PEEC) solver and a custom genetic algorithm that enforces the non-linear design constraints. Finally, the inductor of a 1.6 W Integrated Voltage Regulator (IVR) operated at 40.68 MHz is optimized under various conditions (minimization of the losses, placement of the terminals, footprint constraint, and magnetic near-field reduction). It is found that the shape optimizer is particularly useful for problems with complex and/or unusual constraints.

Dartmouth College (US)
Dartmouth College
Affordable and clean energy
Openalex Percentile: Top 13%
Laser and Thermal Forming Techniques
2.67
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