التفاصيل البيبلوغرافية
| العنوان: |
Constrained control and estimation of homogeneous reaction systems using extent-based Linear Parameter Varying models |
| المؤلفون: |
Marquez Ruiz, Dr Alejandro, Mendez Blanco, CS, Özkan, L Leyla |
| المصدر: |
ISSN:0888-5885. |
| بيانات النشر: |
American Chemical Society |
| سنة النشر: |
2020 |
| المجموعة: |
Eindhoven University of Technology (TU/e): Research Portal |
| الوصف: |
In this paper, a model predictive control (MPC) strategy for nonlinear homogeneous reaction systems is proposed. The nonlinear system is first transformed to a linear parameter varying (LPV) system by means of a linear transformation known as extents decomposition. The resulting LPV system is further converted to a linear time invariant (LTI) system by means of a parametric state feedback and feedforward control laws. The use of this description results in linear MPC with a quadratic performance index and nonlinear state parameter constraints. However, based on the polytopic nature of the parameter of the LPV systems, the constraints are transformed to a set of intersected polyhedrons. The final result is a linear MPC problem with linear constraints that can be easily converted and solved as a quadratic programming problem. Finally, the performance of the control strategy is illustrated in simulation and compared with a controller based on a constant-parameter LTI model. |
| نوع الوثيقة: |
article in journal/newspaper |
| وصف الملف: |
application/pdf |
| اللغة: |
English |
| Relation: |
http://repository.tue.nl/917872 |
| الاتاحة: |
http://repository.tue.nl/917872 |
| Rights: |
Copyright (c) Marquez Ruiz, Dr Alejandro ; Copyright (c) Mendez Blanco, CS ; Copyright (c) Özkan, L Leyla |
| رقم الانضمام: |
edsbas.4548CA6E |
| قاعدة البيانات: |
BASE |