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.
Authors
- Charles R. Sullivan (ORCID: https://orcid.org/0000-0001-7492-9005)
- Thomas Guillod (ORCID: https://orcid.org/0000-0003-0738-5823)
Institutions
- Dartmouth College (US)
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
- Dartmouth College