arXiv Open Access 2025

Physics Informed Neural Network Estimated Circuit Parameter Adaptive Modulation of DAB

Saikat Dey Ayan Mallik

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Abstrak

This article presents the development, implementation, and validation of a loss-optimized and circuit parameter-sensitive TPS modulation scheme for a dual-active-bridge DC-DC converter. The proposed approach dynamically adjusts control parameters based on circuit parameters estimated using a physics-informed neural network.

Topik & Kata Kunci

eess.SP cs.NE eess.SY

Penulis (2)

Saikat Dey

Ayan Mallik

Format Sitasi

APA MLA BibTeX

Dey, S., Mallik, A. (2025). Physics Informed Neural Network Estimated Circuit Parameter Adaptive Modulation of DAB. https://arxiv.org/abs/2502.17452

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Informasi Jurnal

Tahun Terbit: 2025
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓