This paper is focused on determining the efficiency dependency on the switching frequency for a solid state transformer (SST) with one of the ports connected to an energy storage device (Lithium-Ion battery). The involve-ment of parasitic components in circuit resonance, along with the addition of a resonant network, enables soft-switching for the power switches to. . To address wind power fluctuations causing curtailment and high costs, this study proposes an integrated method combining wind power forecasting with substation optimization. An enhanced Bidirectional Gated Recurrent Unit (BiGRU) model is developed by incorporating chaotic features (maximum. . The Solid State Transformers (SST), also known as Power Electronic Transformer (PET), combine power electronic converters and medium or high-frequency transformers. Some contributions for measuring the efficiency/losses for different power. .
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