Versatile hardware to Analyze the Performance of a Nonlinear Controller

A sequential Lyapunov technique was developed to ensure the asymptotic stability of various mechanical systems. First, an Inverted Pendulum Cart, then a Hovercraft, and later a Quadrotor Subjected to a Variable Load. This study proposes a controller to be tested in a thermal system. While there is a growing trend towards developing low-cost control implementation equipment, successful performance offers many benefits, including easier adaptation and maintenance. To validate the designed controller, the hardware should accurately reflect the relationship between theory and what is expected in the real world. The designed experiments will allow the hardware to obtain experimental data that can correlate with models generated by the Temperature Lab. The control laboratory hardware is highly beneficial as it allows for modifying and improving experimental designs through the Temperature Lab, enabling analysis before incurring high costs. The experiments showed consistent performance considering the Extended Kalman Filter and Unscented Kalman Filter, leading to accurate results studied through numerical examples.

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Publication Details

Published
2024-10-23
DOI
https://doi.org/10.1109/iestec62784.2024.10820304
Primary Topic
Advanced Control Systems Optimization
Type
article
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article

Versatile hardware to Analyze the Performance of a Nonlinear Controller

Marcelo Coronado, Deyka García, Randall Friesen
Advanced Control Systems Optimization
article

Versatile hardware to Analyze the Performance of a Nonlinear Controller

Marcelo Coronado, Deyka García, Randall Friesen
article en

Abstract

A sequential Lyapunov technique was developed to ensure the asymptotic stability of various mechanical systems. First, an Inverted Pendulum Cart, then a Hovercraft, and later a Quadrotor Subjected to a Variable Load. This study proposes a controller to be tested in a thermal system. While there is a growing trend towards developing low-cost control implementation equipment, successful performance offers many benefits, including easier adaptation and maintenance. To validate the designed controller, the hardware should accurately reflect the relationship between theory and what is expected in the real world. The designed experiments will allow the hardware to obtain experimental data that can correlate with models generated by the Temperature Lab. The control laboratory hardware is highly beneficial as it allows for modifying and improving experimental designs through the Temperature Lab, enabling analysis before incurring high costs. The experiments showed consistent performance considering the Extended Kalman Filter and Unscented Kalman Filter, leading to accurate results studied through numerical examples.

Universidad Tecnológica de Panamá (PA)
Affordable and clean energy
Openalex Percentile: Top 70%
Advanced Control Systems Optimization
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Versatile hardware to Analyze the Performance of a Nonlinear Controller — Marcelo Coronado, Deyka García, et al. · (2024) | TGRS Research Map | TGRS