Title :
Model predictive controllers for magnetic levitation systems
Author :
Sgaverdea, Simona ; Bojan-Dragos, Claudia-Adina ; Precup, Radu-Emil ; Preitl, Stefan ; Stinean, Alexandra-Iulia
Author_Institution :
Dept. of Autom. & Appl. Inf., Politeh. Univ. of Timisoara, Timisoara, Romania
Abstract :
The paper presents the design and the implementation of two model predictive controllers (MPCs) for magnetic levitation systems. The presentation is focused on the position control of a sphere in a magnetic levitation system with two electromagnets laboratory equipment in order to test the proposed controllers. A state feedback control structure is first designed to stabilize the system. In order to ensure the zero steady-state control errors, the second controller is based on an MPC in the outer control loop. The autoregressive exogenous model corresponding to closed-loop state feedback control system is computed in order to develop the MPC. The simulation results are included to illustrate the performance of the position control systems.
Keywords :
autoregressive processes; control system synthesis; electromagnets; magnetic levitation; magnetic variables control; position control; predictive control; stability; state feedback; MPC; autoregressive exogenous model; closed-loop state feedback control system; electromagnet laboratory equipment; magnetic levitation system; magnetic levitation systems; model predictive controllers; position control systems; state feedback control structure; system stabilization; zero steady-state control errors; Electromagnets; Magnetic levitation; Magnetic materials; Photonic crystals; Predictive models; State feedback;
Conference_Titel :
Applied Computational Intelligence and Informatics (SACI), 2015 IEEE 10th Jubilee International Symposium on
Conference_Location :
Timisoara
DOI :
10.1109/SACI.2015.7208193