A hierarchical multi-rate MPC scheme for interconnected systems

M Farina, X Zhang, R Scattolini - Automatica, 2018 - Elsevier
This paper presents a hierarchical control scheme for interconnected linear systems. At the
higher layer, a robust centralized Model Predictive Control (MPC) algorithm based on a …

A hierarchical state estimation and control framework for monitoring and dissolved oxygen regulation in bioprocesses

G Campani, MPA Ribeiro, TC Zangirolami… - Bioprocess and …, 2019 - Springer
The integration of state estimation and control is a promising approach to overcome
challenges related to unavailable or noisy online measurements and plant-model mismatch …

[HTML][HTML] Multi-level data-predictive control for linear multi-timescale processes with stability guarantee

JW Tang, Y Yan, J Bao, B Huang - Journal of Process Control, 2023 - Elsevier
Multi-timescale dynamics are common in chemical processes. These processes are often
difficult to model and pose challenges in control system design. In this paper, we propose a …

Nonlinear predictive sliding mode control for active suspension system

D Wang, D Zhao, M Gong, B Yang - Shock and Vibration, 2018 - Wiley Online Library
An active suspension system is important in meeting the requirements of the ride comfort
and handling stability for vehicles. In this work, a nonlinear model of active suspension …

A dual-level model predictive control scheme for multitimescale dynamical systems

X Zhang, W Jiang, S Yu, X Xu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
So far, many control algorithms have been developed for singularly perturbed systems.
However, in many industrial processes, enforcing closed-loop fast-slow dynamics for …

A hierarchical MPC for multi-objective mixed-integer optimisation applied to redundant refrigeration circuits

E Luchini, A Schirrer, M Kozek - IFAC-PapersOnLine, 2017 - Elsevier
Temperature control of an insulated cool box (ICB) can be efficiently provided by model
predictive control. However, if the cooling capacity is supplied by redundant refrigeration …

A hierarchical MPC scheme for interconnected systems

M Farina, X Zhang, R Scattolini - IFAC-PapersOnLine, 2017 - Elsevier
This paper describes a hierarchical control scheme for interconnected systems. The higher
layer of the control structure is designed with robust Model Predictive Control (MPC) based …

Model predictive multirate control for mixed-integer optimisation of redundant refrigeration circuits

E Luchini, A Schirrer, S Jakubek, M Kozek - Journal of Process Control, 2019 - Elsevier
The temperature control of an insulated cool box (ICB) can be efficiently provided by model
predictive control. However, if the cooling capacity is supplied by redundant refrigeration …

A hierarchical MPC scheme for coordination of independent systems with shared resources and plug-and-play capabilities

M Farina, X Zhang, R Scattolini - IEEE Transactions on Control …, 2018 - ieeexplore.ieee.org
This paper describes a hierarchical control scheme for the coordination of independent,
asymptotically stable, and square systems with joint input and output constraints. At the …

A multirate hierarchical MPC scheme for ensemble systems

F Petzke, M Farina, S Streif - 2018 IEEE Conference on …, 2018 - ieeexplore.ieee.org
Multi-rate hierarchical control approaches have gained increased attention in the optimal
control of large scale systems due to their usually superior short-and longterm performance …