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Yang Deyou

Harbin University of Science and Technology

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

Data-Driven Dynamic State Estimation Framework Using a Koopman Operator-Based Linear Predictor

Number of pages: 13 Posted: 24 Sep 2024
Yang Deyou, Han Gao, Zhe Chen, Yanling Lv, Jin Ma and Lixin Wang
Harbin University of Science and Technology, Harbin University of Science and Technology, Aalborg University, Harbin University of Science and Technology, The University of Sydney and affiliation not provided to SSRN
Downloads 97 (704,534)

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Koopman operator, data-driven, linear predictor, extended dynamic mode decomposition with control (EDMDc), dynamic state estimation (DSE)

2.

Variational Autoencoder-Based Learning Intrinsic Periodic-Trend Representations of Power Load Series for Short-Term Forecasting

Number of pages: 22 Posted: 15 Apr 2025
Yang Deyou, Han Gao, Yanling Lv and Zihao Zhang
Harbin University of Science and Technology, Harbin University of Science and Technology, Harbin University of Science and Technology and Harbin University of Science and Technology
Downloads 20 (1,448,301)

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Periodic-trend representations, variational inference, Convolutional Neural Networks (CNN), Long Short-Term Memory (LSTM) networks