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Hardware-in-the-Loop Real-Time Transient Emulation of Large-Scale Renewable Energy Installations Based on Hybrid Machine Learning Modeling
Download2024-07-01
Ruogu Chen, Tianshi Cheng, Ning Lin, Tian Liang, Venkata Dinavahi
For the integration of large-scale renewable energy resources into power grids, the complex and dynamic behavior of Inverter-Based Resources (IBRs), such as wind farms, photovoltaic (PV) arrays, and battery energy storage systems (BESSs), poses significant challenges. Traditional models often...
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Heterojunctions of halogen-doped carbon nitride nanosheets and BiOI for sunlight-driven water-splitting
Download2019-10-09
A fluorine-doped, chlorine-intercalated carbon nitride (CNF-Cl) photocatalyst has been synthesized for simultaneous improvements in light harvesting capability along with suppression of charge recombination in bulk g-C3N4. The formation of heterojunctions of these CNF-Cl nanosheets with low...
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Hybrid ML-EMT Based Digital Twin for Device-Level HIL Real-Time Emulation of Ship-Board Microgrid on FPGA
Download2023-06-01
Songyang Zhang, Tian Liang, Venkata Dinavahi
Maritime industries desire high speed and reliability, low lifespan cost, and environmental impact shipping for transportation. Compared to highly congested land shipments and high-cost air freight, all-electric ship (AES) can reduce the lifespan energy consumption and transport a considerable...