具有网络延迟和模型误差的网络化预测控制系统的预测误差观测器

Takuya Takahashi, Y. Uchimura
{"title":"具有网络延迟和模型误差的网络化预测控制系统的预测误差观测器","authors":"Takuya Takahashi, Y. Uchimura","doi":"10.1109/ICMECH.2015.7084043","DOIUrl":null,"url":null,"abstract":"This paper proposes the prediction error observer (PEOB) in the design of networked predictive control systems (NPCSs) with network delays and model errors and proposes stability criteria for closed-loop NPCSs. In the NPCSs, a prediction error occurs due to model errors. Based on a-priori predictions, the PEOB compensates for the prediction error when the controller predicts the current and future states. The proposed method improves the performance of the conventional NPC associated with network delays and model errors. Simulation results illustrate the effectiveness of the proposed control strategies.","PeriodicalId":179621,"journal":{"name":"2015 IEEE International Conference on Mechatronics (ICM)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Prediction error observer for networked predictive control systems with network delay and model error\",\"authors\":\"Takuya Takahashi, Y. Uchimura\",\"doi\":\"10.1109/ICMECH.2015.7084043\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper proposes the prediction error observer (PEOB) in the design of networked predictive control systems (NPCSs) with network delays and model errors and proposes stability criteria for closed-loop NPCSs. In the NPCSs, a prediction error occurs due to model errors. Based on a-priori predictions, the PEOB compensates for the prediction error when the controller predicts the current and future states. The proposed method improves the performance of the conventional NPC associated with network delays and model errors. Simulation results illustrate the effectiveness of the proposed control strategies.\",\"PeriodicalId\":179621,\"journal\":{\"name\":\"2015 IEEE International Conference on Mechatronics (ICM)\",\"volume\":\"22 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-03-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 IEEE International Conference on Mechatronics (ICM)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICMECH.2015.7084043\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE International Conference on Mechatronics (ICM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMECH.2015.7084043","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

提出了具有网络时延和模型误差的网络化预测控制系统设计中的预测误差观测器(PEOB),并提出了闭环预测控制系统的稳定性准则。在npc中,由于模型错误而出现预测错误。基于先验预测,当控制器预测当前和未来状态时,PEOB补偿预测误差。该方法改善了传统NPC在网络延迟和模型误差下的性能。仿真结果验证了所提控制策略的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Prediction error observer for networked predictive control systems with network delay and model error
This paper proposes the prediction error observer (PEOB) in the design of networked predictive control systems (NPCSs) with network delays and model errors and proposes stability criteria for closed-loop NPCSs. In the NPCSs, a prediction error occurs due to model errors. Based on a-priori predictions, the PEOB compensates for the prediction error when the controller predicts the current and future states. The proposed method improves the performance of the conventional NPC associated with network delays and model errors. Simulation results illustrate the effectiveness of the proposed control strategies.
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