Abstract
Transportation Electrification and Micro-grid development have raised the requirements for the DC-DC converter that performs the bus interface, the renewable energy and storage integration. The Multiple Active Bridge converter allows for the independent power transfer between its ports while keeping the electrical isolation and offering soft-switching behavior when operated with a phase-shift modulation; however, its performance is affected by the high level of coupling between the ports. In fact, the input voltage, or the phase shift of one port affects the power flow in the whole converter. This paper proposes an Artificial Neural Network (ANN) based decoupling that allows for an improved individual power regulation between the ports, considering the non-linear behavior of the system and the effects of the voltage variations.
Original language | English |
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Title of host publication | IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society |
Publisher | IEEE |
Number of pages | 6 |
ISBN (Electronic) | 9781665480253 |
ISBN (Print) | 9781665480260 (PoD) |
DOIs | |
Publication status | Published - 9 Dec 2022 |
Event | 48th Annual Conference of the IEEE Industrial Electronics Society, IECON 2022 - Brussels, Belgium Duration: 17 Oct 2022 → 20 Oct 2022 |
Publication series
Name | Proceedings of the Annual Conference of the IEEE Industrial Electronics Society. |
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Publisher | IEEE |
ISSN (Print) | 1553-572X |
ISSN (Electronic) | 2577-1647 |
Conference
Conference | 48th Annual Conference of the IEEE Industrial Electronics Society, IECON 2022 |
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Country/Territory | Belgium |
City | Brussels |
Period | 17/10/22 → 20/10/22 |
Bibliographical note
Funding Information:This work is supported by Ministry of Science & Technology under National Key R&D Program of China, under Grant 2021YFE0108600, Ningbo Science and Technology Bureau under S&T Innovation 2025 with grant No. of 2019B10071, Ningbo Key Technology Research and Development Programme under Grant No. 2021Z035 and by the Key International Cooperation of National Natural Science Foundation of China under Grant 51920105011.
Publisher Copyright:
© 2022 IEEE.
Keywords
- dc-dc power converters
- more electric aircraft
- multiple active bridge
- neural networks
- voltage control
ASJC Scopus subject areas
- Control and Systems Engineering
- Electrical and Electronic Engineering