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A Control Method Based on a Simple Dynamic Optimizer: An Application to Micromachines with Friction

In Micromachines, like any mechanical system, friction compensation is an important topic for control design application. In real applications, a nonlinear control scheme has proven to be an efficient method to mitigate the effects of friction. Therefore, a new regulation control method based on a s...

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Detalles Bibliográficos
Autor principal: Acho, Leonardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9960542/
https://www.ncbi.nlm.nih.gov/pubmed/36838087
http://dx.doi.org/10.3390/mi14020387
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author Acho, Leonardo
author_facet Acho, Leonardo
author_sort Acho, Leonardo
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description In Micromachines, like any mechanical system, friction compensation is an important topic for control design application. In real applications, a nonlinear control scheme has proven to be an efficient method to mitigate the effects of friction. Therefore, a new regulation control method based on a simple dynamic optimizer is proposed. The used optimizer has a finite-time convergence to the optimal value of a given performance index. This dynamic process is then modified to produce a new control scheme to resolve the regulation control statement. A stability test is also provided along with numerical simulations to support our approach. We used the Lyapunov theory to confirm the stability, in finite-time, of the obtained closed-loop system. Furthermore, we tested this controller in a scenario where the reference signal was a time-varying function applied to a micromachine with friction. Numerical experiments showed acceptable performance in mitigating the effects of friction in the mechanism. In the simulations, the well-known LuGre friction model was invoked.
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spelling pubmed-99605422023-02-26 A Control Method Based on a Simple Dynamic Optimizer: An Application to Micromachines with Friction Acho, Leonardo Micromachines (Basel) Article In Micromachines, like any mechanical system, friction compensation is an important topic for control design application. In real applications, a nonlinear control scheme has proven to be an efficient method to mitigate the effects of friction. Therefore, a new regulation control method based on a simple dynamic optimizer is proposed. The used optimizer has a finite-time convergence to the optimal value of a given performance index. This dynamic process is then modified to produce a new control scheme to resolve the regulation control statement. A stability test is also provided along with numerical simulations to support our approach. We used the Lyapunov theory to confirm the stability, in finite-time, of the obtained closed-loop system. Furthermore, we tested this controller in a scenario where the reference signal was a time-varying function applied to a micromachine with friction. Numerical experiments showed acceptable performance in mitigating the effects of friction in the mechanism. In the simulations, the well-known LuGre friction model was invoked. MDPI 2023-02-04 /pmc/articles/PMC9960542/ /pubmed/36838087 http://dx.doi.org/10.3390/mi14020387 Text en © 2023 by the author. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Acho, Leonardo
A Control Method Based on a Simple Dynamic Optimizer: An Application to Micromachines with Friction
title A Control Method Based on a Simple Dynamic Optimizer: An Application to Micromachines with Friction
title_full A Control Method Based on a Simple Dynamic Optimizer: An Application to Micromachines with Friction
title_fullStr A Control Method Based on a Simple Dynamic Optimizer: An Application to Micromachines with Friction
title_full_unstemmed A Control Method Based on a Simple Dynamic Optimizer: An Application to Micromachines with Friction
title_short A Control Method Based on a Simple Dynamic Optimizer: An Application to Micromachines with Friction
title_sort control method based on a simple dynamic optimizer: an application to micromachines with friction
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9960542/
https://www.ncbi.nlm.nih.gov/pubmed/36838087
http://dx.doi.org/10.3390/mi14020387
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