Lotfi Messikh (Avtor), El-Hadi Guechi (Avtor), Sašo Blažič (Avtor)

Povzetek

In this paper, a pole-independent, single-input, multi-output explicit linear MPC controller is proposed to stabilize the fourth-order cart–inverted-pendulum system around the desired equilibrium points. To circumvent an obvious stability problem, a generalized prediction model is proposed that yields an MPC controller with four tuning parameters. The first two parameters, namely the horizon time and the relative cart–pendulum weight factor, are automatically adjusted to ensure a priori prescribed system gain margin and fast pendulum response while the remaining two parameters, namely the pendulum and cart velocity weight factors, are maintained as free tuning parameters. The comparison of the proposed method with some optimal control methods in the absence of disturbance input shows an obvious advantage in the average peak efficiency in favor of the proposed SIMO MPC controller at the price of slightly reduced speed efficiency. Additionally, none of the compared controllers can achieve a system gain margin greater than 1.63, while the proposed one can go beyond that limit at the price of additional degradation in the speed efficiency.

Ključne besede

sistem vozička z invertiranim nihalom;eksplicitna shema vodenja;kaskadno vodenje;modelno prediktivno vodenje;metoda premikanja polov;cart–inverted pendulum system;explicit control scheme;cascade control scheme;model predictive control;pole placement method;

Podatki

Jezik: Angleški jezik
Leto izida:
Tipologija: 1.01 - Izvirni znanstveni članek
Organizacija: UL FE - Fakulteta za elektrotehniko
UDK: 681.5
COBISS: 99820547 Povezava se bo odprla v novem oknu
ISSN: 1424-8220
Št. ogledov: 70
Št. prenosov: 29
Ocena: 0 (0 glasov)
Metapodatki: JSON JSON-RDF JSON-LD TURTLE N-TRIPLES XML RDFA MICRODATA DC-XML DC-RDF RDF

Ostali podatki

Sekundarni jezik: Slovenski jezik
Sekundarne ključne besede: sistem vozička z invertiranim nihalom;eksplicitna shema vodenja;kaskadno vodenje;modelno prediktivno vodenje;metoda premikanja polov;
Vrsta dela (COBISS): Članek v reviji
Strani: str. 1-28
Letnik: ǂiss. ǂ1
Zvezek: 243
Čas izdaje: Jan.-1 2022
DOI: 10.3390/s22010243
ID: 15368029