Pre-study of grey prediction control for EAST vertical displacement control power supply

Yue-meng Chang, Haixin Wang, Haihong Huang
{"title":"Pre-study of grey prediction control for EAST vertical displacement control power supply","authors":"Yue-meng Chang, Haixin Wang, Haihong Huang","doi":"10.1109/TENCON.2015.7373043","DOIUrl":null,"url":null,"abstract":"The ability of magnetic confinement to plasma can be improved by elongating plasma cross-section in Tokamak device, but elongated plasma has potential instability in the vertical direction, so feedback control system is needed to restrain plasma vertical displacement. In Experimental Advanced Superconducting Tokamak (EAST for short), active feedback control power supply excites coils in vacuum, generates fast-changing magnetic field to inhibit vertical displacement of plasma. For improving the response performance of power supply, the grey prediction is combined with conventional PID control. The grey prediction GM(1,1) can amend PID parameter of controller online, and realize metabolic grey filtering and prediction of active feedback control signal. The prediction results were used in control operation in place of the measured value, which can shorten the delay time of sampling and controlling in power supply. The results of simulation and experiment of prototype show that the algorithm can realize ahead of adjustment and improve the performance of active feedback control response.","PeriodicalId":22200,"journal":{"name":"TENCON 2015 - 2015 IEEE Region 10 Conference","volume":"43 1","pages":"1-4"},"PeriodicalIF":0.0000,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"TENCON 2015 - 2015 IEEE Region 10 Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TENCON.2015.7373043","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The ability of magnetic confinement to plasma can be improved by elongating plasma cross-section in Tokamak device, but elongated plasma has potential instability in the vertical direction, so feedback control system is needed to restrain plasma vertical displacement. In Experimental Advanced Superconducting Tokamak (EAST for short), active feedback control power supply excites coils in vacuum, generates fast-changing magnetic field to inhibit vertical displacement of plasma. For improving the response performance of power supply, the grey prediction is combined with conventional PID control. The grey prediction GM(1,1) can amend PID parameter of controller online, and realize metabolic grey filtering and prediction of active feedback control signal. The prediction results were used in control operation in place of the measured value, which can shorten the delay time of sampling and controlling in power supply. The results of simulation and experiment of prototype show that the algorithm can realize ahead of adjustment and improve the performance of active feedback control response.
EAST垂直位移控制电源灰色预测控制的预研究
在托卡马克装置中,通过拉长等离子体截面可以提高对等离子体的磁约束能力,但拉长的等离子体在垂直方向上存在潜在的不稳定性,因此需要采用反馈控制系统来抑制等离子体的垂直位移。在实验先进超导托卡马克(Experimental Advanced Superconducting Tokamak,简称EAST)中,主动反馈控制电源在真空中激励线圈,产生快速变化的磁场来抑制等离子体的垂直位移。为了提高电源的响应性能,将灰色预测与传统的PID控制相结合。灰色预测GM(1,1)可以在线修正控制器的PID参数,实现对主动反馈控制信号的代谢灰色滤波和预测。将预测结果代替实测值用于控制操作,可以缩短电源采样和控制的延迟时间。仿真和样机实验结果表明,该算法能够实现超前调节,提高主动反馈控制响应的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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