Nonlinear Optimal Control of the Ball and Plate Dynamical System

G. Rigatos*, G. Cuccurullo, K. Busawon, Z. Gao, M. Abbaszadeh

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The ball and plate system exhibits strong nonlinearities and multi-variable dynamics and its stabilization and control is a non-trivial task. The related control problem becomes even more complicated because ofthe system's underactuation (the system has four degrees of freedom while receiving only two control inputs). In this article a novel nonlinear optimal (H-infinity) control approach is developed for this control problem. The dynamic model ofthe ball and plate system undergoes first approximate linearization around a temporary operating point which is updated at each iteration ofthe control algorithm. The linearization process makes use of first-order Taylor series expansion and of the Jacobian matrices of the state-space model of the system. For the approximately linearized description of the ball and plate dynamics a stabilizing H-infinity feedback controller is designed. To compute the controller's feedback gains an algebraic Riccati equation is solved at each time-step ofthe control method. The stability properties ofthe control scheme are proven through Lyapunov analysis. The proposed control method retains the advantages of linear optimal control, that is fast and accurate tracking of the reference setpoints under moderate variations of the control inputs.

Original languageEnglish
Title of host publicationInternational Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2020
EditorsT.E. Simos, Ch. Tsitouras
PublisherAmerican Institute of Physics Inc.
Volume2445
ISBN (Electronic)9780735441828
DOIs
Publication statusPublished - 6 Apr 2022
EventInternational Conference on Numerical Analysis and Applied Mathematics 2020, ICNAAM 2020 - Rhodes, Greece
Duration: 17 Sep 202023 Sep 2020

Publication series

NameAIP Conference Proceedings
Volume2425
ISSN (Print)0094-243X
ISSN (Electronic)1551-7616

Conference

ConferenceInternational Conference on Numerical Analysis and Applied Mathematics 2020, ICNAAM 2020
Country/TerritoryGreece
CityRhodes
Period17/09/2023/09/20

Fingerprint

Dive into the research topics of 'Nonlinear Optimal Control of the Ball and Plate Dynamical System'. Together they form a unique fingerprint.

Cite this