Path Following of Cable Suspended Parallel Robots Through Nonlinear Model Predictive Control
(2024)
Autori:
Bettega, Jason; Richiedei, Dario; Tamellin, Iacopo; Trevisani, Alberto
Titolo:
Path Following of Cable Suspended Parallel Robots Through Nonlinear Model Predictive Control
Anno:
2024
Tipologia prodotto:
Contributo in atti di convegno
Tipologia ANVUR:
Contributo in Atti di convegno
Lingua:
Inglese
Nome rivista:
MECHANISMS AND MACHINE SCIENCE
ISSN Rivista:
2211-0984
Titolo del Convegno:
9th European Conference on Mechanism Science, EuCoMeS 2024
Luogo:
Padua
Periodo:
18-20 September 2024
ISBN:
9783031672941
Intervallo pagine:
117-124
Parole chiave:
Cable Suspended Parallel Robots, Cable-driven Parallel Robots, Nonlinear Model Predictive Control, Optimal control, Path following
Breve descrizione dei contenuti:
Cable-driven parallel robots (CDPRs) are spreading very fast due to their large workspaces and their high payload-to-weight ratio, therefore representing an interesting solution for the next generation of industrial automation. Among the different topologies of CDPRs, the suspended configuration covers a huge interest because it simplifies the robot installation. At the same time, Cable Suspended Parallel Robots (CSPRs) represent a highly challenging configuration from the control design point of view because they lack positive controllability. This paper shows how Nonlinear Model Predictive Control (NMPC) algorithms represent an effective control method to perform path following tasks in the presence of CSPRs; in particular, a two-stage controller is proposed. Firstly, a NMPC algorithm is designed by considering only the dynamical subsystem made of the end-effector, achieving the optimal cable tensions for the execution of the desired path; this procedure easily includes constraints on the feasible tensions. Secondly, the related motor torques are achieved through inversion of the dynamic model of the electric motors. To assess the proposed controller, a 3-dof cable suspended spatial robot, moved by four cables, is considered. Numerical results are reported, showing low contour errors in the execution of the path following tasks and therefore confirming the effectiveness of the proposed method.
Id prodotto:
141417
Handle IRIS:
11562/1140327
ultima modifica:
13 aprile 2025
Citazione bibliografica:
Bettega, Jason; Richiedei, Dario; Tamellin, Iacopo; Trevisani, Alberto,
Path Following of Cable Suspended Parallel Robots Through Nonlinear Model Predictive Control in «MECHANISMS AND MACHINE SCIENCE» in Mechanisms and Machine Science
, Atti di "9th European Conference on Mechanism Science, EuCoMeS 2024"
, Padua
, 18-20 September 2024
, 2024
, pp. 117-124