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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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 |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-9960542 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT acholeonardo acontrolmethodbasedonasimpledynamicoptimizeranapplicationtomicromachineswithfriction AT acholeonardo controlmethodbasedonasimpledynamicoptimizeranapplicationtomicromachineswithfriction |