Litcius/Paper detail

Optimal control and duality-based observer design for a hyperbolic PDEs system with application to fixed-bed reactor

Ilyasse Aksikas

2021International Journal of Systems Science15 citationsDOI

Abstract

This paper is devoted to the design of an optimal infinite-dimensional Luenberger observer combined with a linear-quadratic state feedback controller for a system of hyperbolic PDEs. The design is based on the duality fact between the control design and the observer design. Both the original linear-quadratic and dual control problems have been solved by using the associated Riccati equations. A general algorithm that combines the designed observer together with the (estimated) state-feedback controller has been developed. The theoretical development has been applied to a fixed-bed reactor to validate the performances of the designed observer-controller via numerical simulation. Estimation and control of the temperature and the reactant concentration in a fixed-bed reactor is investigated by using the developed algorithm, which lead to express the jacket temperature (manipulated variable) as a feedback of the estimated temperature and concentration in the reactor.

Topics & Concepts

Observer (physics)Control theory (sociology)Duality (order theory)Controller (irrigation)Separation principleQuadratic equationState observerMathematicsRiccati equationDual (grammatical number)Optimal controlLinear-quadratic regulatorControl (management)Mathematical optimizationComputer sciencePartial differential equationNonlinear systemMathematical analysisAgronomyArtificial intelligenceBiologyDiscrete mathematicsLiteratureArtGeometryPhysicsQuantum mechanicsStability and Controllability of Differential EquationsAdvanced Mathematical Modeling in EngineeringNonlinear Dynamics and Pattern Formation