Tuning guidelines for model-predictive control

M Alhajeri, M Soroush - Industrial & Engineering Chemistry …, 2020 - ACS Publications
This paper reviews available tuning guidelines for model-predictive control (MPC) from
theoretical and practical perspectives. Its primary focus is on the guidelines introduced since …

Optimal tuning of model predictive controller weights using genetic algorithm with interactive decision tree for industrial cement kiln process

V Ramasamy, RK Sidharthan, R Kannan… - Processes, 2019 - mdpi.com
Featured Application The proposed MPC tuning procedure can be used for any industrial
process demanding optimal operation with reduced energy utilization. Automated tuning …

Proportional-integral control and model predictive control of extractive dividing-wall column based on temperature differences

Z Feng, W Shen, GP Rangaiah… - Industrial & Engineering …, 2018 - ACS Publications
Extractive dividing-wall column (EDWC) was proved to be a promising energy-saving
technique for the separation of multiple azeotropes or close-boiling mixtures; however, its …

Composition/temperature cascade control for a Kaibel dividing-wall distillation column by combining PI controllers and model predictive control integrated with soft …

X Qian, K Huang, S Jia, H Chen, Y Yuan… - Computers & Chemical …, 2019 - Elsevier
Kaibel dividing-wall distillation column (KDWDC) is a very effective distillation process
intensification technology. However, the misgivings of controllability problems impede its …

Constrained computationally efficient nonlinear predictive control of Solid Oxide Fuel Cell: Tuning, feasibility and performance

M Ławryńczuk - ISA transactions, 2020 - Elsevier
Abstract Control of Solid Oxide Fuel Cells (SOFCs) is a challenging task since they are
nonlinear dynamic systems and it is essential to precisely satisfy the existing technological …

Model predictive control of reactive dividing wall column for the selective hydrogenation and separation of a C3 stream in an ethylene plant

X Qian, S Jia, S Skogestad, X Yuan… - Industrial & Engineering …, 2016 - ACS Publications
The dividing wall column (DWC) is a promising process intensification technology of
distillation. Researchers have been investigating different control structures of different DWC …

[PDF][PDF] Dynamic simulation of a crude oil distillation plant using Aspen-Hysys®

D Sotelo, A Favela-Contreras, C Lozoya… - Int. J. Simul …, 2019 - ijsimm.com
Petroleum subproducts are obtained in a crude oil distillation plant. Here, due to the
chemical properties of the crude oil, a series of complex reactions occurs, and …

Optimization of distribution control system in oil refinery by applying hybrid machine learning techniques

AHH Al Jlibawi, ML Othman, A Ishak, BSM Noor… - IEEE …, 2021 - ieeexplore.ieee.org
In this research, prediction of crude oil cuts from the first stage of refining process field is laid
out using rough set theory (RST) based adaptive neuro-fuzzy inference system (ANFIS) soft …

Tuning strategy for dynamic matrix control with reduced horizons

T Klopot, P Skupin, M Metzger, P Grelewicz - ISA transactions, 2018 - Elsevier
Abstract In Dynamic Matrix Control (DMC) algorithm, the control signal is computed optimally
based on the process model. In effect, the DMC algorithm allows for obtaining a better …

Multiobjective tuning technique for MPC in grinding circuits

AS Yamashita, WT Martins, TVB Pinto, GV Raffo… - IEEE …, 2023 - ieeexplore.ieee.org
We investigate the control challenges in grinding circuits—slow dynamics, long dead times,
variable coupling—and the controller tuning challenge, that is, the difficulty in translating …