Model-Based Predictive Control Strategies

1997 ◽  
pp. 81-151 ◽  
Author(s):  
Eduardo F. Camacho ◽  
Manuel Berenguel ◽  
Francisco R. Rubio
Keyword(s):  
Predictive Control ◽  
Control Strategies ◽  
Model Based

scholarly journals Model-Based Evaluation of a Data-Driven Control Strategy: Application to Ibuprofen Crystallization

Processes ◽  
2021 ◽  
Vol 9 (4) ◽  
pp. 653
Author(s):  
Frederico C. C. Montes ◽  
Merve Öner ◽  
Krist V. Gernaey ◽  
Gürkan Sin
Keyword(s):  
Predictive Control ◽  
Crystallization Process ◽  
Control Strategies ◽  
Soft Sensor ◽  
Data Driven ◽  
Training Methods ◽  
Moving Window ◽  
Model Based ◽  
Sensor Control ◽  
Treatment Data

This work presents a methodology that relies on the application of the radial basis functions network (RBF)-based feedback control algorithms to a pharmaceutical crystallization process. Within the scope of the model-based evaluation of the proposed strategy, firstly strategies for the data treatment, data structure and the training methods reflecting the possible scenarios in the industry (Moving Window, Growing Window and Golden Batch strategies) were introduced. This was followed by the incorporation of such RBF strategies within a soft sensor application and a nonlinear predictive data-driven control application. The performance of the RBF control strategies was tested for the undisturbed cases as well as in the presence of disturbances in the process. The promising results from both RBF soft sensor control and the RBF predictive control demonstrated great potential of these techniques for the control of the crystallization process. In particular, both Moving Window and Golden Batch strategies performed the best results for an RBF soft sensor, and the Growing Window outperformed the remaining methodologies for predictive control.

A comparison of predictive control strategies for a highly segmented injection mold tempering

Polymer ◽  
2021 ◽  
Vol 218 ◽  
pp. 123494
Author(s):  
Ch. Hopmann ◽  
C.E. Kahve ◽  
M. Schmitz ◽  
M. Röbig
Keyword(s):  
Predictive Control ◽  
Control Strategies ◽  
Injection Mold

scholarly journals The Role of Trip Lengths Calibration in Model-Based Perimeter Control Strategies

2021 ◽  
pp. 1-11
Author(s):  
Sergio F. A. Batista ◽  
Deepak Ingole ◽  
Ludovic Leclercq ◽  
Monica Menendez
Keyword(s):  
Control Strategies ◽  
Model Based

Subspace-based predictive control of Parkinson’s disease: A model-based study

2021 ◽  
Author(s):  
Mahboubeh Ahmadipour ◽  
Mojtaba Barkhordari-Yazdi ◽  
Saeid R. Seydnejad
Keyword(s):  
Parkinson’S Disease ◽  
Parkinson's Disease ◽  
Predictive Control ◽  
Model Based
Sign in / Sign up

Export Citation Format

Share Document