Writing & Notes

Short, technical writeups on EV converters, wireless power transfer, and the machine learning tooling I use for parameter estimation.

Mar 2025 • Wireless Power Transfer

Transfer Learning for Misaligned WPT Coils

Pairing analytical coil models with ML to stay under 4% estimation error when lateral offsets creep in. Includes data prep flow and key ablations.

WPT ML Research
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Feb 2025 • Power Electronics

Designing Dual-Output MMC for EV Aux Power

How to squeeze clean 12 V aux power from the traction MMC without extra converters, plus what the harmonic spectrum told us.

EV MMC Simulation
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