Wen-You Du

System identification method based on residual-whitening constrained LSTM

Accurate system modeling is essential for complex industrial process control and optimization, yet strong nonlinearity and coupling pose significant challenges to both first-principles and data-driven methods. This paper proposes a system identification method based on residual-whitening constrained LSTM, embedding the...