학술논문

Robust characteristic-based MPC of a fixed-bed reactor
Document Type
Conference
Source
Proceedings of the 2010 American Control Conference American Control Conference (ACC), 2010. :4421-4426 Jun, 2010
Subject
Robotics and Control Systems
Robustness
Inductors
Predictive models
Control systems
Optimal control
Robust control
Control system synthesis
Predictive control
Partial differential equations
Uncertainty
Robust MPC
Distributed systems
Method of characteristics
Input/State Constraints
Language
ISSN
0743-1619
2378-5861
Abstract
In this work a model predictive control methodology is applied to a set of hyperbolic partial differential equations (PDEs) which models a chemical fixed-bed reactor. Initially, the model of the fixed-bed reactor is linearized and by the method of characteristics is transformed into the set of ODEs which is explored within the model predictive controller synthesis. We consider uncertainties present in the reactor model which are taken into account by the construction of the polytopic family of plants and subsequent robust model predictive controller synthesis which ensures input and state constraints satisfaction. The proposed robust control problem formulation and the performance of the controller have been evaluated by simulations.