应用于机器人机械手的递归最小二乘变化的识别

Darielson A. Souza, J. G. Batista, Laurinda L. N. dos Reis, José Nogueira do nascimento Júnior, José Raimundo de Oliveira Junior, Kaio Martins Ramos, Antônio de Souza Barbosa Junior
{"title":"应用于机器人机械手的递归最小二乘变化的识别","authors":"Darielson A. Souza, J. G. Batista, Laurinda L. N. dos Reis, José Nogueira do nascimento Júnior, José Raimundo de Oliveira Junior, Kaio Martins Ramos, Antônio de Souza Barbosa Junior","doi":"10.17648/sbai-2019-111622","DOIUrl":null,"url":null,"abstract":": Robotics has been reaching a lot of space in recent years and is evolving every day. Today, robotics is seen as an important area in many applications. Dynamic control is an essential tool for robotics. To design the control, a well-modeled / identified plant is required to have a well-defined controller design. A misidentified system can compromise the project, causing it to have a control effort and a very long tuning time, which is not good at all. The present work aims to show some solutions for the identification of a robotic manipulator with a hybrid system of a recursive least squares technique and a metaheuristic called differential evolution (DE). The results are compared with other methods and can surpass them in order to validate the study and showing its potential. Resumo pode comprometer o projeto, fazendo com que ele tenha um esfor¸co de controle e um tempo de sintonia muito longo, o que n˜ao ´e nada bom. O presente trabalho tem como objetivo mostrar algumas solu¸c˜oes para uma identifica¸c˜ao de um manipulador rob´otico com um sistema h´ıbrido de uma t´ecnica dos m´ınimos quadrados recursivos (MQR) e uma meta-heur´ıstica denominada evolu¸c˜ao diferencial (DE). Os resultados s˜ao comparados com outros m´etodos e conseguem super´a-los, a fim de validar o estudo e mostrando o seu potencial.","PeriodicalId":130927,"journal":{"name":"Anais do 14º Simpósio Brasileiro de Automação Inteligente","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Identificação com uma Variação de Mínimos Quadrados Recursivo aplicado a um Manipulador Robótico\",\"authors\":\"Darielson A. Souza, J. G. Batista, Laurinda L. N. dos Reis, José Nogueira do nascimento Júnior, José Raimundo de Oliveira Junior, Kaio Martins Ramos, Antônio de Souza Barbosa Junior\",\"doi\":\"10.17648/sbai-2019-111622\",\"DOIUrl\":null,\"url\":null,\"abstract\":\": Robotics has been reaching a lot of space in recent years and is evolving every day. Today, robotics is seen as an important area in many applications. Dynamic control is an essential tool for robotics. To design the control, a well-modeled / identified plant is required to have a well-defined controller design. A misidentified system can compromise the project, causing it to have a control effort and a very long tuning time, which is not good at all. The present work aims to show some solutions for the identification of a robotic manipulator with a hybrid system of a recursive least squares technique and a metaheuristic called differential evolution (DE). The results are compared with other methods and can surpass them in order to validate the study and showing its potential. Resumo pode comprometer o projeto, fazendo com que ele tenha um esfor¸co de controle e um tempo de sintonia muito longo, o que n˜ao ´e nada bom. O presente trabalho tem como objetivo mostrar algumas solu¸c˜oes para uma identifica¸c˜ao de um manipulador rob´otico com um sistema h´ıbrido de uma t´ecnica dos m´ınimos quadrados recursivos (MQR) e uma meta-heur´ıstica denominada evolu¸c˜ao diferencial (DE). Os resultados s˜ao comparados com outros m´etodos e conseguem super´a-los, a fim de validar o estudo e mostrando o seu potencial.\",\"PeriodicalId\":130927,\"journal\":{\"name\":\"Anais do 14º Simpósio Brasileiro de Automação Inteligente\",\"volume\":\"24 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Anais do 14º Simpósio Brasileiro de Automação Inteligente\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.17648/sbai-2019-111622\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Anais do 14º Simpósio Brasileiro de Automação Inteligente","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.17648/sbai-2019-111622","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

近年来,机器人技术已经进入了很大的空间,并且每天都在发展。今天,机器人在许多应用中被视为一个重要的领域。动态控制是机器人技术的重要工具。为了设计控制,需要一个良好建模/识别的工厂具有良好定义的控制器设计。错误识别的系统可能危及项目,导致控制工作和非常长的调优时间,这一点都不好。目前的工作旨在展示用递归最小二乘技术和称为微分进化(DE)的元启发式混合系统识别机器人操纵器的一些解决方案。结果与其他方法进行了比较,并可以超越它们,从而验证了研究的有效性,显示了研究的潜力。Resumo颇得comprometer o projeto fazendo com是避署tenha嗯esfor¸. de controle e嗯节奏de sintonia muito隆戈,o, n˜ao´e nada bom。本文提出了一种新算法,主要用于求解“双变量恒等式”、“双变量恒等式”、“双变量恒等式”、“双变量恒等式”、“双变量恒等式”、“双变量恒等式”、“双变量恒等式”、“双变量恒等式”、“双变量恒等式”、“双变量恒等式”、“双变量恒等式”、“双变量恒等式”、“双变量恒等式”和“双变量恒等式”。研究结果表明,与其他研究结果相比,这些研究结果更容易产生“超级”效应,这是一种最有效的研究方法,也是一种最具潜力的研究方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identificação com uma Variação de Mínimos Quadrados Recursivo aplicado a um Manipulador Robótico
: Robotics has been reaching a lot of space in recent years and is evolving every day. Today, robotics is seen as an important area in many applications. Dynamic control is an essential tool for robotics. To design the control, a well-modeled / identified plant is required to have a well-defined controller design. A misidentified system can compromise the project, causing it to have a control effort and a very long tuning time, which is not good at all. The present work aims to show some solutions for the identification of a robotic manipulator with a hybrid system of a recursive least squares technique and a metaheuristic called differential evolution (DE). The results are compared with other methods and can surpass them in order to validate the study and showing its potential. Resumo pode comprometer o projeto, fazendo com que ele tenha um esfor¸co de controle e um tempo de sintonia muito longo, o que n˜ao ´e nada bom. O presente trabalho tem como objetivo mostrar algumas solu¸c˜oes para uma identifica¸c˜ao de um manipulador rob´otico com um sistema h´ıbrido de uma t´ecnica dos m´ınimos quadrados recursivos (MQR) e uma meta-heur´ıstica denominada evolu¸c˜ao diferencial (DE). Os resultados s˜ao comparados com outros m´etodos e conseguem super´a-los, a fim de validar o estudo e mostrando o seu potencial.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信