基于灵敏度分析的网络化控制系统可靠性增强

Ying Gao, Qi Dong, Mo Tao, Wei Zheng, Zhiwu Ke, Yi Feng
{"title":"基于灵敏度分析的网络化控制系统可靠性增强","authors":"Ying Gao, Qi Dong, Mo Tao, Wei Zheng, Zhiwu Ke, Yi Feng","doi":"10.1109/SRSE54209.2021.00027","DOIUrl":null,"url":null,"abstract":"Aiming at improving the reliability of networked control systems, this paper first investigates the three types of redundancy methods, including dynamic, static and hybrid redundancy. A sensitivity-analysis-based reliability enhancement method is proposed for networked control systems. Using this method, the key components affecting the system reliability can be found through the reliability sensitivity analysis. The reliability sensitivity analysis result illustrates which components need to be improved first, and either static redundancy, dynamic redundancy or hybrid redundancy can be used to improve the reliability of the networked control system. Finally, a double loop networked control system is used as a case to verify the effect of our method. The static redundancy method is applied on those components which are more sensitive to the system reliability, and the system reliability is effectively improved.","PeriodicalId":168429,"journal":{"name":"2021 3rd International Conference on System Reliability and Safety Engineering (SRSE)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Sensitivity-Analysis-Based Reliability Enhancement for Networked Control Systems\",\"authors\":\"Ying Gao, Qi Dong, Mo Tao, Wei Zheng, Zhiwu Ke, Yi Feng\",\"doi\":\"10.1109/SRSE54209.2021.00027\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Aiming at improving the reliability of networked control systems, this paper first investigates the three types of redundancy methods, including dynamic, static and hybrid redundancy. A sensitivity-analysis-based reliability enhancement method is proposed for networked control systems. Using this method, the key components affecting the system reliability can be found through the reliability sensitivity analysis. The reliability sensitivity analysis result illustrates which components need to be improved first, and either static redundancy, dynamic redundancy or hybrid redundancy can be used to improve the reliability of the networked control system. Finally, a double loop networked control system is used as a case to verify the effect of our method. The static redundancy method is applied on those components which are more sensitive to the system reliability, and the system reliability is effectively improved.\",\"PeriodicalId\":168429,\"journal\":{\"name\":\"2021 3rd International Conference on System Reliability and Safety Engineering (SRSE)\",\"volume\":\"31 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 3rd International Conference on System Reliability and Safety Engineering (SRSE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SRSE54209.2021.00027\",\"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 3rd International Conference on System Reliability and Safety Engineering (SRSE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SRSE54209.2021.00027","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

为了提高网络化控制系统的可靠性,本文首先研究了三种冗余方法,即动态冗余、静态冗余和混合冗余。提出了一种基于灵敏度分析的网络化控制系统可靠性增强方法。利用该方法,通过可靠性敏感性分析,找到影响系统可靠性的关键部件。可靠性灵敏度分析结果说明了哪些部件需要首先改进,以及可以采用静态冗余、动态冗余或混合冗余来提高网络化控制系统的可靠性。最后,以一个双环网络控制系统为例,验证了该方法的有效性。将静态冗余方法应用于对系统可靠性比较敏感的部件,有效地提高了系统的可靠性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sensitivity-Analysis-Based Reliability Enhancement for Networked Control Systems
Aiming at improving the reliability of networked control systems, this paper first investigates the three types of redundancy methods, including dynamic, static and hybrid redundancy. A sensitivity-analysis-based reliability enhancement method is proposed for networked control systems. Using this method, the key components affecting the system reliability can be found through the reliability sensitivity analysis. The reliability sensitivity analysis result illustrates which components need to be improved first, and either static redundancy, dynamic redundancy or hybrid redundancy can be used to improve the reliability of the networked control system. Finally, a double loop networked control system is used as a case to verify the effect of our method. The static redundancy method is applied on those components which are more sensitive to the system reliability, and the system reliability is effectively improved.
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