伺服驱动系统机械参数辨识

Rafał Szczepański, T. Tarczewski, L. Niewiara, D. Stojić
{"title":"伺服驱动系统机械参数辨识","authors":"Rafał Szczepański, T. Tarczewski, L. Niewiara, D. Stojić","doi":"10.1109/PEMC48073.2021.9432595","DOIUrl":null,"url":null,"abstract":"In this paper, a novel application of Artificial Bee Colony (ABC) algorithm to identification of mechanical parameters in servo-drive system is presented. The accurate identification of mechanical parameters of servo-drive system is essential for synthesis of the servo-drive’s control system. Several mathematical models, including non-linear one, are applied to identify parameters of considered plant. In the proposed approach, the identification is based on angular velocity response and electromagnetic torque generated by the motor. The identified parameters obtained for several configurations of experimental set, i.e. for different moments of inertia and friction components, were compared with another approaches of identification.","PeriodicalId":349940,"journal":{"name":"2021 IEEE 19th International Power Electronics and Motion Control Conference (PEMC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Identification of mechanical parameters in servo-drive system\",\"authors\":\"Rafał Szczepański, T. Tarczewski, L. Niewiara, D. Stojić\",\"doi\":\"10.1109/PEMC48073.2021.9432595\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, a novel application of Artificial Bee Colony (ABC) algorithm to identification of mechanical parameters in servo-drive system is presented. The accurate identification of mechanical parameters of servo-drive system is essential for synthesis of the servo-drive’s control system. Several mathematical models, including non-linear one, are applied to identify parameters of considered plant. In the proposed approach, the identification is based on angular velocity response and electromagnetic torque generated by the motor. The identified parameters obtained for several configurations of experimental set, i.e. for different moments of inertia and friction components, were compared with another approaches of identification.\",\"PeriodicalId\":349940,\"journal\":{\"name\":\"2021 IEEE 19th International Power Electronics and Motion Control Conference (PEMC)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-04-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE 19th International Power Electronics and Motion Control Conference (PEMC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PEMC48073.2021.9432595\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 19th International Power Electronics and Motion Control Conference (PEMC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PEMC48073.2021.9432595","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9

摘要

提出了一种新的人工蜂群算法在伺服驱动系统机械参数辨识中的应用。准确识别伺服驱动系统的机械参数是综合伺服驱动控制系统的必要条件。应用了几种数学模型,包括非线性模型,来识别所考虑的装置的参数。在该方法中,识别是基于角速度响应和电机产生的电磁转矩。将不同转动惯量和摩擦分量的实验组态识别参数与其他识别方法进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identification of mechanical parameters in servo-drive system
In this paper, a novel application of Artificial Bee Colony (ABC) algorithm to identification of mechanical parameters in servo-drive system is presented. The accurate identification of mechanical parameters of servo-drive system is essential for synthesis of the servo-drive’s control system. Several mathematical models, including non-linear one, are applied to identify parameters of considered plant. In the proposed approach, the identification is based on angular velocity response and electromagnetic torque generated by the motor. The identified parameters obtained for several configurations of experimental set, i.e. for different moments of inertia and friction components, were compared with another approaches of identification.
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:604180095
Book学术官方微信