Name
Title | ||
|---|---|---|
Reinforcement Learning Based Efficiency Optimization Scheme for the DAB DC-DC Converter with Triple-Phase-Shift Modulation |
Abstract | ||
|---|---|---|
Aim to improve the power efficiency of the dual-active-bridge (DAB) dc–dc converter, an efficiency optimization scheme with triple-phase-shift (TPS) modulation using reinforcement learning (RL) is proposed in this article. More specifically, the Q-learning algorithm, as a typical algorithm of the RL, is applied to train an agent offline to obtain an optimized modulation strategy, and then the trai... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1109/TIE.2020.3007113 | IEEE Transactions on Industrial Electronics |
Keywords | DocType | Volume |
DC-DC power converters,Optimization,Phase modulation,Heuristic algorithms,Inductors,Magnetic losses | Journal | 68 |
Issue | ISSN | Citations |
8 | 0278-0046 | 1 |
PageRank | References | Authors |
0.36 | 0 | 7 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yuanhong Tang | 1 | 1 | 0.36 |
| Weihao Hu | 2 | 5 | 5.51 |
| Jian Xiao | 3 | 4 | 0.75 |
| Zhangyong Chen | 4 | 1 | 0.36 |
| Qi Huang | 5 | 1 | 2.05 |
| Zhe Chen | 6 | 84 | 31.85 |
| Frede Blaabjerg | 7 | 1195 | 248.32 |