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A low-cost didactic module for testing advanced control algorithms
Commercial modules for learning advanced control systems are not quite common and some are very expensive due to their sensors, electronic and license. There is an open area to develop and to build didactic modules to improve the learning process using experimentation in real physical systems. Parti...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9041222/ https://www.ncbi.nlm.nih.gov/pubmed/35498244 http://dx.doi.org/10.1016/j.ohx.2020.e00148 |
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author | Pinares-Mamani, Omar Gustavo Celso Cutipa-Luque, Juan C. |
author_facet | Pinares-Mamani, Omar Gustavo Celso Cutipa-Luque, Juan C. |
author_sort | Pinares-Mamani, Omar Gustavo Celso |
collection | PubMed |
description | Commercial modules for learning advanced control systems are not quite common and some are very expensive due to their sensors, electronic and license. There is an open area to develop and to build didactic modules to improve the learning process using experimentation in real physical systems. Particularly, a cart inverted pendulum is a classical physical system very commonly used in recent decades. We propose a cart inverted pendulum named MoDiCA-X as a low-cost didactic module with open source hardware and software. It is an electromechanical system feasible to build and easy to be modified. The mechanical parts of the module are 3D printed solids and can also be easily replicated. In terms of programming, the control applied to the system can be modified, since it uses C/C++ programming languages that are widely used in the academic community. The module is equipped with two very commercial sensors, are easy to install and to remove; both acquire the pendulum attitude and the car position. The actuators are four electric DC motors coupled to the car wheels to provide suitable velocity and torque to each axle independently. We validate the performance of the module by applying a multivariable linear quadratic regulator algorithm (LQR). |
format | Online Article Text |
id | pubmed-9041222 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-90412222022-04-27 A low-cost didactic module for testing advanced control algorithms Pinares-Mamani, Omar Gustavo Celso Cutipa-Luque, Juan C. HardwareX Article Commercial modules for learning advanced control systems are not quite common and some are very expensive due to their sensors, electronic and license. There is an open area to develop and to build didactic modules to improve the learning process using experimentation in real physical systems. Particularly, a cart inverted pendulum is a classical physical system very commonly used in recent decades. We propose a cart inverted pendulum named MoDiCA-X as a low-cost didactic module with open source hardware and software. It is an electromechanical system feasible to build and easy to be modified. The mechanical parts of the module are 3D printed solids and can also be easily replicated. In terms of programming, the control applied to the system can be modified, since it uses C/C++ programming languages that are widely used in the academic community. The module is equipped with two very commercial sensors, are easy to install and to remove; both acquire the pendulum attitude and the car position. The actuators are four electric DC motors coupled to the car wheels to provide suitable velocity and torque to each axle independently. We validate the performance of the module by applying a multivariable linear quadratic regulator algorithm (LQR). Elsevier 2020-10-09 /pmc/articles/PMC9041222/ /pubmed/35498244 http://dx.doi.org/10.1016/j.ohx.2020.e00148 Text en © 2020 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Pinares-Mamani, Omar Gustavo Celso Cutipa-Luque, Juan C. A low-cost didactic module for testing advanced control algorithms |
title | A low-cost didactic module for testing advanced control algorithms |
title_full | A low-cost didactic module for testing advanced control algorithms |
title_fullStr | A low-cost didactic module for testing advanced control algorithms |
title_full_unstemmed | A low-cost didactic module for testing advanced control algorithms |
title_short | A low-cost didactic module for testing advanced control algorithms |
title_sort | low-cost didactic module for testing advanced control algorithms |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9041222/ https://www.ncbi.nlm.nih.gov/pubmed/35498244 http://dx.doi.org/10.1016/j.ohx.2020.e00148 |
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