Wei Shen

Data-driven adaptive model predictive control using dualpath-itransformer for nonlinear industrial processes

Experiments suggest that the proposed framework provides a feasible data-driven approach for complex industrial process control, and achieves competitive overall performance compared with PID, conventional MPC, and LSTM-MPC baselines, while exhibiting good tracking accuracy, disturbance accommodation, and engineering d...