Design of a Two-Stage Controller for Balancing and Stabilizing the Furuta Pendulum
Design of a Two-Stage Controller for Balancing and Stabilizing the Furuta Pendulum
Keywords:
Linear control, hybrid control, swing up and stabilization, Furuta pendulum, model predictive control
Abstract
Control systems play a fundamental role in regulating variables within dynamic systems, enabling stability according to specific requirements such as response time, reference tracking, and disturbance rejection. This research aims to design a two-stage controller capable of stabilizing the Furuta Pendulum in its upright position. To achieve this, a model predictive control (MPC) strategy is implemented, combined with a swing-up and energy-based lifting technique, and applied to the physical QUANSER inverted pendulum system. The article presents the mathematical modeling process and its integration into the predictive control design. To evaluate performance, a comparison is made with a classic state feedback controller, also implemented on the same physical system. Both controllers are subjected to standardized reference and disturbance scenarios, allowing for a comprehensive performance comparison through graphical analysis and the ITAE performance index. The results highlight the superior performance of the model predictive controller in terms of speed, tracking accuracy, and steady-state error, particularly in scenarios that require controller switching - an advantage not provided by the state feedback approach.
Published
2025-10-07
How to Cite
Pintor Ahumada, S. D., Pérez-Espíndola, C. E., & Montoya Giraldo, O. D. (2025). Design of a Two-Stage Controller for Balancing and Stabilizing the Furuta Pendulum. Statistics, Optimization & Information Computing. https://doi.org/10.19139/soic-2310-5070-2795
Issue
Section
Research Articles
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).