Physics Informed Neural Network Estimated Circuit Parameter Adaptive Modulation of DAB
Fuente:
arXiv
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| Autores principales: | , |
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| Formato: | Preprint |
| Publicado: |
2025
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| Materias: | |
| Acceso en línea: | |
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| _version_ | 1866917935541387264 |
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| author | Dey, Saikat Mallik, Ayan |
| author_facet | Dey, Saikat Mallik, Ayan |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2502_17452 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Physics Informed Neural Network Estimated Circuit Parameter Adaptive Modulation of DAB Dey, Saikat Mallik, Ayan Signal Processing Neural and Evolutionary Computing Systems and Control 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. |
| title | Physics Informed Neural Network Estimated Circuit Parameter Adaptive Modulation of DAB |
| topic | Signal Processing Neural and Evolutionary Computing Systems and Control |
| url | https://arxiv.org/abs/2502.17452 |