Operator-Based Nonlinear Control for a Miniature Flexible Actuator Using the Funnel Control Method
Recently, the studies of soft actuators have been getting increased attention among various fields. Soft actuators are very safe for fragile objects and have an affinity to humans because they are composed of flexible materials. A miniature flexible actuator is a kind of pneumatically driven soft ac...
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doaj-7ab5fd8eb5fb4e06ac34abefb62b84a52021-02-02T00:02:07ZengMDPI AGMachines2075-17022021-02-019262610.3390/machines9020026Operator-Based Nonlinear Control for a Miniature Flexible Actuator Using the Funnel Control MethodKeisuke Ueno0Shuhei Kawamura1Mingcong Deng2Department of Electrical and Electronic Engineering, Graduate School of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Nakacho, Koganei-shi, Tokyo 184-8588, JapanDepartment of Electrical and Electronic Engineering, Graduate School of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Nakacho, Koganei-shi, Tokyo 184-8588, JapanDepartment of Electrical and Electronic Engineering, Graduate School of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Nakacho, Koganei-shi, Tokyo 184-8588, JapanRecently, the studies of soft actuators have been getting increased attention among various fields. Soft actuators are very safe for fragile objects and have an affinity to humans because they are composed of flexible materials. A miniature flexible actuator is a kind of pneumatically driven soft actuator. It has a bellowed shape and asymmetrical structure. This shape can generate a curling motion in two ways under positive and negative pressures with only one air tube. In the previous article, a control system using adaptive <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mi>λ</mi></semantics></math></inline-formula>-tracking control was proposed. This control gain can become too large as time tends to infinity because the adaptive law exhibits a non-decreasing gain. To solve this problem, the funnel control method is proposed. The adaptive gain of this method not only increases but also decreases; however, the design scheme of the boundary function which is needed to decide on adaptive gain is not proposed here. In this article, an operator-based nonlinear control system’s design and the design scheme of the boundary function using an observer are proposed. Then, the effectiveness of the proposed method is verified by a simulation and an experiment.https://www.mdpi.com/2075-1702/9/2/26soft actuatormodelingoperator theorynonlinear controlright coprime factorizationpassivity |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Keisuke Ueno Shuhei Kawamura Mingcong Deng |
spellingShingle |
Keisuke Ueno Shuhei Kawamura Mingcong Deng Operator-Based Nonlinear Control for a Miniature Flexible Actuator Using the Funnel Control Method Machines soft actuator modeling operator theory nonlinear control right coprime factorization passivity |
author_facet |
Keisuke Ueno Shuhei Kawamura Mingcong Deng |
author_sort |
Keisuke Ueno |
title |
Operator-Based Nonlinear Control for a Miniature Flexible Actuator Using the Funnel Control Method |
title_short |
Operator-Based Nonlinear Control for a Miniature Flexible Actuator Using the Funnel Control Method |
title_full |
Operator-Based Nonlinear Control for a Miniature Flexible Actuator Using the Funnel Control Method |
title_fullStr |
Operator-Based Nonlinear Control for a Miniature Flexible Actuator Using the Funnel Control Method |
title_full_unstemmed |
Operator-Based Nonlinear Control for a Miniature Flexible Actuator Using the Funnel Control Method |
title_sort |
operator-based nonlinear control for a miniature flexible actuator using the funnel control method |
publisher |
MDPI AG |
series |
Machines |
issn |
2075-1702 |
publishDate |
2021-02-01 |
description |
Recently, the studies of soft actuators have been getting increased attention among various fields. Soft actuators are very safe for fragile objects and have an affinity to humans because they are composed of flexible materials. A miniature flexible actuator is a kind of pneumatically driven soft actuator. It has a bellowed shape and asymmetrical structure. This shape can generate a curling motion in two ways under positive and negative pressures with only one air tube. In the previous article, a control system using adaptive <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mi>λ</mi></semantics></math></inline-formula>-tracking control was proposed. This control gain can become too large as time tends to infinity because the adaptive law exhibits a non-decreasing gain. To solve this problem, the funnel control method is proposed. The adaptive gain of this method not only increases but also decreases; however, the design scheme of the boundary function which is needed to decide on adaptive gain is not proposed here. In this article, an operator-based nonlinear control system’s design and the design scheme of the boundary function using an observer are proposed. Then, the effectiveness of the proposed method is verified by a simulation and an experiment. |
topic |
soft actuator modeling operator theory nonlinear control right coprime factorization passivity |
url |
https://www.mdpi.com/2075-1702/9/2/26 |
work_keys_str_mv |
AT keisukeueno operatorbasednonlinearcontrolforaminiatureflexibleactuatorusingthefunnelcontrolmethod AT shuheikawamura operatorbasednonlinearcontrolforaminiatureflexibleactuatorusingthefunnelcontrolmethod AT mingcongdeng operatorbasednonlinearcontrolforaminiatureflexibleactuatorusingthefunnelcontrolmethod |
_version_ |
1724314826337943552 |