改进广义预测控制在超声治疗仪频率控制中的应用

Fenghua Shu, Jingwen Yang
{"title":"改进广义预测控制在超声治疗仪频率控制中的应用","authors":"Fenghua Shu, Jingwen Yang","doi":"10.1109/TOCS56154.2022.10016171","DOIUrl":null,"url":null,"abstract":"Aiming at the phenomenon that the output frequency and power of ultrasonic therapeutic instrument can not reach the expected result due to poor precision and resonant frequency drift after long-time use, an improved generalized predictive control algorithm was proposed to optimize the output. Based on the input and output of ultrasonic transducer, the control system model is built, and the parameters of the controlled object are identified online by the recursive augmented least square method with forgetting factor. The controller can predict the future variation trend according to the current output and compensate the current control quantity. Experimental results show that this method can compensate the output quickly, improve the control efficiency, and greatly improve the stability and anti-interference ability of the system. Compared with the traditional PID control method, the stabilization time is greatly shortened and the control accuracy is higher.","PeriodicalId":227449,"journal":{"name":"2022 IEEE Conference on Telecommunications, Optics and Computer Science (TOCS)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Application of improved generalized predictive control for frequency control in ultrasound therapy instruments\",\"authors\":\"Fenghua Shu, Jingwen Yang\",\"doi\":\"10.1109/TOCS56154.2022.10016171\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Aiming at the phenomenon that the output frequency and power of ultrasonic therapeutic instrument can not reach the expected result due to poor precision and resonant frequency drift after long-time use, an improved generalized predictive control algorithm was proposed to optimize the output. Based on the input and output of ultrasonic transducer, the control system model is built, and the parameters of the controlled object are identified online by the recursive augmented least square method with forgetting factor. The controller can predict the future variation trend according to the current output and compensate the current control quantity. Experimental results show that this method can compensate the output quickly, improve the control efficiency, and greatly improve the stability and anti-interference ability of the system. Compared with the traditional PID control method, the stabilization time is greatly shortened and the control accuracy is higher.\",\"PeriodicalId\":227449,\"journal\":{\"name\":\"2022 IEEE Conference on Telecommunications, Optics and Computer Science (TOCS)\",\"volume\":\"7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-12-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE Conference on Telecommunications, Optics and Computer Science (TOCS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/TOCS56154.2022.10016171\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE Conference on Telecommunications, Optics and Computer Science (TOCS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TOCS56154.2022.10016171","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

针对超声治疗仪在长时间使用后,由于精度差和谐振频率漂移导致输出频率和功率达不到预期效果的现象,提出了一种改进的广义预测控制算法对输出进行优化。基于超声换能器的输入输出,建立了控制系统模型,采用带遗忘因子的递推增广最小二乘法在线辨识被控对象的参数。控制器可以根据当前输出预测未来的变化趋势,并对当前控制量进行补偿。实验结果表明,该方法可以快速补偿输出,提高控制效率,大大提高系统的稳定性和抗干扰能力。与传统的PID控制方法相比,稳定时间大大缩短,控制精度更高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of improved generalized predictive control for frequency control in ultrasound therapy instruments
Aiming at the phenomenon that the output frequency and power of ultrasonic therapeutic instrument can not reach the expected result due to poor precision and resonant frequency drift after long-time use, an improved generalized predictive control algorithm was proposed to optimize the output. Based on the input and output of ultrasonic transducer, the control system model is built, and the parameters of the controlled object are identified online by the recursive augmented least square method with forgetting factor. The controller can predict the future variation trend according to the current output and compensate the current control quantity. Experimental results show that this method can compensate the output quickly, improve the control efficiency, and greatly improve the stability and anti-interference ability of the system. Compared with the traditional PID control method, the stabilization time is greatly shortened and the control accuracy is higher.
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