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강화학습 기반 IBR SSO 제어
강화학습 기반 IBR SSO 제어
Y. Yoon, J. Jang, M. Yoon, X. Zhang, and S. Choi*, Deep Reinforcement Learning-based Mitigation of Subsynchronous Oscillation due to Inverter-based Resources in Weak Grids, in Proc. 2024 IEEE Ind. Appl. Soc. Annu. Meeting (IAS), Phoenix, AZ, USA, Oct. 2024.
안전심층강화학습 기반 전압불평형 제어
안전심층강화학습 기반 전압불평형 제어
Y. Yoon, M. Yoon, X. Zhang, and S. Choi*, Safe Deep Reinforcement Learning-based Real-Time Operation Strategy in Unbalanced Distribution System, IEEE Trans. Ind. Appl., vol. 60, no. 6, pp. 8273-8283, Nov.-Dec. 2024.
DCGAN 기반 SSO 합성데이터 생성기법
DCGAN 기반 SSO 합성데이터 생성기법
LSTM-GAN 기반 위성사진 구름궤적 예측
LSTM-GAN 기반 위성사진 구름궤적 예측
Y. Son, X. Zhang, Y. Yoon, J. Cho, and S. Choi*, LSTM–GAN based cloud movement prediction in satellite images for PV forecast., J. Ambient Intell. Human Comput., vol. 14, no. 9, pp. 12373-12386, Sep. 2023.
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