Magnetorheological Elastomer Precision Platform Control Using OFFO-PID Algorithm

The magnetorheological elastomer (MRE) is a kind of smart material, which is often processed as vibration isolation and mitigation devices to realize the vibration control of the controlled system. The key to the effective isolation of vibration and shock absorption is how to accurately and in real...

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Main Authors: Ying-Qing Guo, Jie Zhang, Dong-Qing He, Jin-Bao Li
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Advances in Materials Science and Engineering
Online Access:http://dx.doi.org/10.1155/2020/3025863
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spelling doaj-51c17f8d5f364c838ad7ac809957752b2020-11-25T01:31:24ZengHindawi LimitedAdvances in Materials Science and Engineering1687-84341687-84422020-01-01202010.1155/2020/30258633025863Magnetorheological Elastomer Precision Platform Control Using OFFO-PID AlgorithmYing-Qing Guo0Jie Zhang1Dong-Qing He2Jin-Bao Li3Mechanical and Electronic Engineering College, Nanjing Forestry University, Nanjing 210037, ChinaMechanical and Electronic Engineering College, Nanjing Forestry University, Nanjing 210037, ChinaMechanical and Electronic Engineering College, Nanjing Forestry University, Nanjing 210037, ChinaJiangsu Southeast Special Engineering & Technology Co., Ltd, Nanjing 210008, ChinaThe magnetorheological elastomer (MRE) is a kind of smart material, which is often processed as vibration isolation and mitigation devices to realize the vibration control of the controlled system. The key to the effective isolation of vibration and shock absorption is how to accurately and in real time determine the magnitude of the applied magnetic field according to the motion state of the controlled system. In this paper, an optimal fuzzy fractional-order PID (OFFO-PID) algorithm is proposed to realize the vibration isolation and mitigation control of the precision platform with MRE devices. In the algorithm, the particle swarm optimization algorithm is used to optimize initial values of the fractional-order PID controller, and the fuzzy algorithm is used to update parameters of the fractional-order PID controller in real time, and the fractional-order PID controller is used to produce the control currents of the MRE devices. Numerical analysis for a platform with the MRE device is carried out to validate the effectiveness of the algorithm. Results show that the OFFO-PID algorithm can effectively reduce the dynamic responses of the precision platform system. Also, compared with the fuzzy fractional-order PID algorithm and the traditional PID algorithm, the OFFO-PID algorithm is better.http://dx.doi.org/10.1155/2020/3025863
collection DOAJ
language English
format Article
sources DOAJ
author Ying-Qing Guo
Jie Zhang
Dong-Qing He
Jin-Bao Li
spellingShingle Ying-Qing Guo
Jie Zhang
Dong-Qing He
Jin-Bao Li
Magnetorheological Elastomer Precision Platform Control Using OFFO-PID Algorithm
Advances in Materials Science and Engineering
author_facet Ying-Qing Guo
Jie Zhang
Dong-Qing He
Jin-Bao Li
author_sort Ying-Qing Guo
title Magnetorheological Elastomer Precision Platform Control Using OFFO-PID Algorithm
title_short Magnetorheological Elastomer Precision Platform Control Using OFFO-PID Algorithm
title_full Magnetorheological Elastomer Precision Platform Control Using OFFO-PID Algorithm
title_fullStr Magnetorheological Elastomer Precision Platform Control Using OFFO-PID Algorithm
title_full_unstemmed Magnetorheological Elastomer Precision Platform Control Using OFFO-PID Algorithm
title_sort magnetorheological elastomer precision platform control using offo-pid algorithm
publisher Hindawi Limited
series Advances in Materials Science and Engineering
issn 1687-8434
1687-8442
publishDate 2020-01-01
description The magnetorheological elastomer (MRE) is a kind of smart material, which is often processed as vibration isolation and mitigation devices to realize the vibration control of the controlled system. The key to the effective isolation of vibration and shock absorption is how to accurately and in real time determine the magnitude of the applied magnetic field according to the motion state of the controlled system. In this paper, an optimal fuzzy fractional-order PID (OFFO-PID) algorithm is proposed to realize the vibration isolation and mitigation control of the precision platform with MRE devices. In the algorithm, the particle swarm optimization algorithm is used to optimize initial values of the fractional-order PID controller, and the fuzzy algorithm is used to update parameters of the fractional-order PID controller in real time, and the fractional-order PID controller is used to produce the control currents of the MRE devices. Numerical analysis for a platform with the MRE device is carried out to validate the effectiveness of the algorithm. Results show that the OFFO-PID algorithm can effectively reduce the dynamic responses of the precision platform system. Also, compared with the fuzzy fractional-order PID algorithm and the traditional PID algorithm, the OFFO-PID algorithm is better.
url http://dx.doi.org/10.1155/2020/3025863
work_keys_str_mv AT yingqingguo magnetorheologicalelastomerprecisionplatformcontrolusingoffopidalgorithm
AT jiezhang magnetorheologicalelastomerprecisionplatformcontrolusingoffopidalgorithm
AT dongqinghe magnetorheologicalelastomerprecisionplatformcontrolusingoffopidalgorithm
AT jinbaoli magnetorheologicalelastomerprecisionplatformcontrolusingoffopidalgorithm
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