面向智能微电网分布式电压控制的网络物理系统动态感知分布式数据流量调度

Qu Chunxiao, Chen Wei, L. Husheng
{"title":"面向智能微电网分布式电压控制的网络物理系统动态感知分布式数据流量调度","authors":"Qu Chunxiao, Chen Wei, L. Husheng","doi":"10.1109/ICTIS.2015.7232157","DOIUrl":null,"url":null,"abstract":"The design of communication infrastructure in cyber physical system (CPS) is of vital importance for proper operations of physical dynamics. In this paper, the scheduling of packet transmission over wireless communication networks in CPS is studied for the purpose of system state stabilization. To measure the effective information amount of different packets, the concept of virtual queue is defined based on the Delay-tolerant Kalman filtering. Virtual queue based back pressure scheduling algorithm is proposed for the distributed data traffic scheduling. The impact of packet losses on virtual queue lengths is also studied for the formulation of distributed scheduling strategy. The scheduling method is then applied in the context of voltage control in micro-grid and is demonstrated to achieve better performance than general scheduling algorithm without the awareness of dynamics state. Further numerical simulations of data traffic scheduling considering packet losses are carried out at networked system with data packet dropout governed by a Markov process to demonstrate algorithm validity.","PeriodicalId":389628,"journal":{"name":"2015 International Conference on Transportation Information and Safety (ICTIS)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Distributed data traffic scheduling with awareness of dynamics state in cyber physical systems for distributed voltage control in smart micro-grid\",\"authors\":\"Qu Chunxiao, Chen Wei, L. Husheng\",\"doi\":\"10.1109/ICTIS.2015.7232157\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The design of communication infrastructure in cyber physical system (CPS) is of vital importance for proper operations of physical dynamics. In this paper, the scheduling of packet transmission over wireless communication networks in CPS is studied for the purpose of system state stabilization. To measure the effective information amount of different packets, the concept of virtual queue is defined based on the Delay-tolerant Kalman filtering. Virtual queue based back pressure scheduling algorithm is proposed for the distributed data traffic scheduling. The impact of packet losses on virtual queue lengths is also studied for the formulation of distributed scheduling strategy. The scheduling method is then applied in the context of voltage control in micro-grid and is demonstrated to achieve better performance than general scheduling algorithm without the awareness of dynamics state. Further numerical simulations of data traffic scheduling considering packet losses are carried out at networked system with data packet dropout governed by a Markov process to demonstrate algorithm validity.\",\"PeriodicalId\":389628,\"journal\":{\"name\":\"2015 International Conference on Transportation Information and Safety (ICTIS)\",\"volume\":\"28 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-06-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 International Conference on Transportation Information and Safety (ICTIS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICTIS.2015.7232157\",\"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 International Conference on Transportation Information and Safety (ICTIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICTIS.2015.7232157","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

网络物理系统中通信基础设施的设计对于物理动力学的正常运行至关重要。本文以稳定系统状态为目的,研究了无线通信网络中分组传输的调度问题。为了衡量不同数据包的有效信息量,在容忍延迟卡尔曼滤波的基础上定义了虚拟队列的概念。针对分布式数据流量调度问题,提出了基于虚拟队列的背压调度算法。为了制定分布式调度策略,研究了丢包对虚拟队列长度的影响。将该调度方法应用于微电网电压控制中,结果表明,该调度方法在不考虑动态状态的情况下比一般调度算法具有更好的调度性能。在考虑丢包的网络系统中,通过马尔可夫过程控制丢包,进一步进行了考虑丢包的数据流量调度数值模拟,验证了算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Distributed data traffic scheduling with awareness of dynamics state in cyber physical systems for distributed voltage control in smart micro-grid
The design of communication infrastructure in cyber physical system (CPS) is of vital importance for proper operations of physical dynamics. In this paper, the scheduling of packet transmission over wireless communication networks in CPS is studied for the purpose of system state stabilization. To measure the effective information amount of different packets, the concept of virtual queue is defined based on the Delay-tolerant Kalman filtering. Virtual queue based back pressure scheduling algorithm is proposed for the distributed data traffic scheduling. The impact of packet losses on virtual queue lengths is also studied for the formulation of distributed scheduling strategy. The scheduling method is then applied in the context of voltage control in micro-grid and is demonstrated to achieve better performance than general scheduling algorithm without the awareness of dynamics state. Further numerical simulations of data traffic scheduling considering packet losses are carried out at networked system with data packet dropout governed by a Markov process to demonstrate algorithm validity.
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:481959085
Book学术官方微信