基于模型的联合摩擦补偿自适应鲁棒控制水下电动机械臂精确跟踪。

IF 6.5 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Xincheng Hu , Chong Shen , Fanghao Huang , Deqing Mei , Zheng Chen
{"title":"基于模型的联合摩擦补偿自适应鲁棒控制水下电动机械臂精确跟踪。","authors":"Xincheng Hu ,&nbsp;Chong Shen ,&nbsp;Fanghao Huang ,&nbsp;Deqing Mei ,&nbsp;Zheng Chen","doi":"10.1016/j.isatra.2025.07.005","DOIUrl":null,"url":null,"abstract":"<div><div>The underwater electric manipulator is potentially complemented to perform high-accuracy underwater operations, owing to the high accuracy and rapid response of motor-driven mechanisms. However, some special designs for sealing and pressure resistance in underwater environments result in increased joint-friction, model nonlinearity, and parameter uncertainty. Therefore, this paper proposes a model-based adaptive robust control design of underwater electric manipulators, with joint-friction compensation for precise tracking performance. Specifically, an adaptive robust controller with the basic dynamics model is designed firstly to ensure essential tracking performance. Additionally, joint-friction characteristics are meticulously considered to construct an improved LuGre model. This is followed by the parameter identification and the formulation of an additional joint-friction desired compensation control law. In comparative underwater experiments, it is verified that the proposed controller can effectively address model nonlinearity and parameter uncertainty with joint-friction compensation, thereby achieving precise tracking performance.</div></div>","PeriodicalId":14660,"journal":{"name":"ISA transactions","volume":"166 ","pages":"Pages 266-279"},"PeriodicalIF":6.5000,"publicationDate":"2025-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Precise tracking of underwater electric manipulator via model-based adaptive robust control with joint-friction compensation\",\"authors\":\"Xincheng Hu ,&nbsp;Chong Shen ,&nbsp;Fanghao Huang ,&nbsp;Deqing Mei ,&nbsp;Zheng Chen\",\"doi\":\"10.1016/j.isatra.2025.07.005\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The underwater electric manipulator is potentially complemented to perform high-accuracy underwater operations, owing to the high accuracy and rapid response of motor-driven mechanisms. However, some special designs for sealing and pressure resistance in underwater environments result in increased joint-friction, model nonlinearity, and parameter uncertainty. Therefore, this paper proposes a model-based adaptive robust control design of underwater electric manipulators, with joint-friction compensation for precise tracking performance. Specifically, an adaptive robust controller with the basic dynamics model is designed firstly to ensure essential tracking performance. Additionally, joint-friction characteristics are meticulously considered to construct an improved LuGre model. This is followed by the parameter identification and the formulation of an additional joint-friction desired compensation control law. In comparative underwater experiments, it is verified that the proposed controller can effectively address model nonlinearity and parameter uncertainty with joint-friction compensation, thereby achieving precise tracking performance.</div></div>\",\"PeriodicalId\":14660,\"journal\":{\"name\":\"ISA transactions\",\"volume\":\"166 \",\"pages\":\"Pages 266-279\"},\"PeriodicalIF\":6.5000,\"publicationDate\":\"2025-07-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ISA transactions\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0019057825003544\",\"RegionNum\":2,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AUTOMATION & CONTROL SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ISA transactions","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0019057825003544","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0

摘要

由于电机驱动机构的高精度和快速响应,水下电动机械臂具有实现高精度水下作业的潜力。然而,在水下环境中,一些特殊的密封和耐压设计会增加联合摩擦、模型非线性和参数不确定性。因此,本文提出了一种基于模型的水下电动机械臂自适应鲁棒控制设计,并采用联合摩擦补偿来实现精确跟踪性能。具体而言,首先设计了具有基本动力学模型的自适应鲁棒控制器,以保证系统的基本跟踪性能。此外,还仔细考虑了联合摩擦特性,构建了改进的LuGre模型。其次是参数辨识和附加联合摩擦补偿控制律的制定。通过水下对比实验,验证了该控制器通过联合摩擦补偿有效地解决了模型非线性和参数不确定性,从而实现了精确的跟踪性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Precise tracking of underwater electric manipulator via model-based adaptive robust control with joint-friction compensation
The underwater electric manipulator is potentially complemented to perform high-accuracy underwater operations, owing to the high accuracy and rapid response of motor-driven mechanisms. However, some special designs for sealing and pressure resistance in underwater environments result in increased joint-friction, model nonlinearity, and parameter uncertainty. Therefore, this paper proposes a model-based adaptive robust control design of underwater electric manipulators, with joint-friction compensation for precise tracking performance. Specifically, an adaptive robust controller with the basic dynamics model is designed firstly to ensure essential tracking performance. Additionally, joint-friction characteristics are meticulously considered to construct an improved LuGre model. This is followed by the parameter identification and the formulation of an additional joint-friction desired compensation control law. In comparative underwater experiments, it is verified that the proposed controller can effectively address model nonlinearity and parameter uncertainty with joint-friction compensation, thereby achieving precise tracking performance.
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
ISA transactions
ISA transactions 工程技术-工程:综合
CiteScore
11.70
自引率
12.30%
发文量
824
审稿时长
4.4 months
期刊介绍: ISA Transactions serves as a platform for showcasing advancements in measurement and automation, catering to both industrial practitioners and applied researchers. It covers a wide array of topics within measurement, including sensors, signal processing, data analysis, and fault detection, supported by techniques such as artificial intelligence and communication systems. Automation topics encompass control strategies, modelling, system reliability, and maintenance, alongside optimization and human-machine interaction. The journal targets research and development professionals in control systems, process instrumentation, and automation from academia and industry.
×
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:604180095
Book学术官方微信