Proposal of a decoupled structure of fuzzy-pid controllers applied to the position control in a planar cdpr

Marco Carpio, Roque Saltaren, Julio Viola, Cristian Calderon, Juan Guerra

Resultado de la investigación: Contribución a una revistaArtículorevisión exhaustiva

2 Citas (Scopus)

Resumen

The design of robot systems controlled by cables can be relatively difficult when it is approached from the mathematical model of the mechanism, considering that its approach involves non-linearities associated with different components, such as cables and pulleys. In this work, a simple and practical decoupled control structure proposal that requires practically no mathematical analysis was developed for the position control of a planar cable-driven parallel robot (CDPR). This structure was implemented using non-linear fuzzy PID and classic PID controllers, allowing performance comparisons to be established. For the development of this research, first the structure of the control system was proposed, based on an analysis of the cables involved in the movement of the end-effector (EE) of the robot when they act independently for each axis. Then a tuning of rules was carried out for fuzzy PID controllers, and Ziegler–Nichols tuning was applied to classic PID controllers. Finally, simulations were performed in MATLAB with the Simulink and Simscape tools. The results obtained allowed us to observe the effectiveness of the proposed structure, with noticeably better performance obtained from the fuzzy PID controllers.

Idioma originalInglés
Número de artículo745
Páginas (desde-hasta)1-21
Número de páginas21
PublicaciónElectronics (Switzerland)
Volumen10
N.º6
DOI
EstadoPublicada - 2 mar. 2021

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© 2021 by the authors. Licensee MDPI, Basel, Switzerland.

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