具有性能、稳定性和鲁棒性预测的时变加权广义预测控制

H.M. Gomma, D. Owens
{"title":"具有性能、稳定性和鲁棒性预测的时变加权广义预测控制","authors":"H.M. Gomma, D. Owens","doi":"10.1109/CDC.1999.827930","DOIUrl":null,"url":null,"abstract":"This paper presents an alternative approach to generalized predictive control (GPC) by introducing a new cost function. The main idea is to use a new time varying weighting function, which has the potential of reducing the amount of computation needed and providing better performance, stability and robustness compared with traditional GPC. To take full advantage of the new algorithm, a broad analysis is proposed to help the engineer in selecting suitable parameters without being entangled in trial and error, which could lead to difficulties in system operation.","PeriodicalId":137513,"journal":{"name":"Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"1999-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Time varying weighting generalized predictive control (TGPC) with prediction to performance, stability and robustness\",\"authors\":\"H.M. Gomma, D. Owens\",\"doi\":\"10.1109/CDC.1999.827930\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents an alternative approach to generalized predictive control (GPC) by introducing a new cost function. The main idea is to use a new time varying weighting function, which has the potential of reducing the amount of computation needed and providing better performance, stability and robustness compared with traditional GPC. To take full advantage of the new algorithm, a broad analysis is proposed to help the engineer in selecting suitable parameters without being entangled in trial and error, which could lead to difficulties in system operation.\",\"PeriodicalId\":137513,\"journal\":{\"name\":\"Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1999-12-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CDC.1999.827930\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CDC.1999.827930","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

本文通过引入一种新的成本函数,提出了广义预测控制(GPC)的替代方法。主要思想是使用一种新的时变加权函数,与传统的GPC相比,它有可能减少所需的计算量,并提供更好的性能、稳定性和鲁棒性。为了充分发挥新算法的优势,提出了一个广泛的分析,以帮助工程师选择合适的参数,而不会陷入试错的困境,从而导致系统运行困难。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Time varying weighting generalized predictive control (TGPC) with prediction to performance, stability and robustness
This paper presents an alternative approach to generalized predictive control (GPC) by introducing a new cost function. The main idea is to use a new time varying weighting function, which has the potential of reducing the amount of computation needed and providing better performance, stability and robustness compared with traditional GPC. To take full advantage of the new algorithm, a broad analysis is proposed to help the engineer in selecting suitable parameters without being entangled in trial and error, which could lead to difficulties in system operation.
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
期刊最新文献
A systematic and numerically efficient procedure for stable dynamic model inversion of LTI systems Controller design for improving the degree of stability of periodic solutions in forced nonlinear systems A Bayesian approach to the missing features problem in classification Stability analysis and systematic design of fuzzy controllers with simplified linear control rules Best linear unbiased estimation filters with FIR structures for state space signal models
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1