Search Results for author: Zhiyinan Huang

Found 3 papers, 0 papers with code

Robust MPC with Zone Tracking

no code implementations19 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.

Model Predictive Control

Model predictive control of agro-hydrological systems based on a two-layer neural network modeling framework

no code implementations27 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.

Model Predictive Control

A comparative study of model approximation methods applied to economic MPC

no code implementations21 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.

Model Predictive Control

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