LAUSR.org creates dashboard-style pages of related content for over 1.5 million academic articles. Sign Up to like articles & get recommendations!

Quasi-Non-Symmetric Input and Output Constraints in LMI-based Robust MPC

Photo from archive.org

Abstract Constraints on control inputs and system outputs are usually given in the non-symmetric form. However, various robust MPC design approaches based on LMIs consider the symmetric representation of the… Click to show full abstract

Abstract Constraints on control inputs and system outputs are usually given in the non-symmetric form. However, various robust MPC design approaches based on LMIs consider the symmetric representation of the constraints. The aim of the paper is to present a novel concept to overcome this limitation. The approach introduces a time-varying vector of symmetric constraints. Its entries are determined using the switching indicator function. The main advantage is the same computational burden of the solved optimization problem compared to the original procedure. Closed-loop stability is guaranteed either by the feasibility of the modified optimization problem or by a pre-designed support controller when the optimization problem is infeasible. An illustrative example demonstrates that the control performance is significantly improved using the developed strategy.

Keywords: non symmetric; quasi non; symmetric input; optimization problem; robust mpc

Journal Title: IFAC-PapersOnLine
Year Published: 2017

Link to full text (if available)


Share on Social Media:                               Sign Up to like & get
recommendations!

Related content

More Information              News              Social Media              Video              Recommended



                Click one of the above tabs to view related content.