no code implementations • 19 May 2023 • Zhiyinan Huang, Jinfeng Liu, Biao Huang
We propose a robust nonlinear model predictive control design with generalized zone tracking (ZMPC) in this work.
no code implementations • 27 Apr 2022 • Zhiyinan Huang, Jinfeng Liu, Biao Huang
To handle the tracking offset caused by the plant-model-mismatch of the proposed NN framework, a shrinking target zone is proposed for the ZMPC.
no code implementations • 21 Jun 2021 • Zhiyinan Huang, Qinyao Liu, Jinfeng Liu, Biao Huang
Economic model predictive control (EMPC) has attracted significant attention in recent years and is recognized as a promising advanced process control method for the next generation smart manufacturing.