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ShanghaiTech University Knowledge Management System
Resource-Aware Asynchronous Multi-Agent Coordination via Self-Triggered MPC | |
2020 | |
会议录名称 | 2020 59TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC)
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ISSN | 0743-1546 |
卷号 | 2020-December |
页码 | 685-690 |
发表状态 | 已发表 |
DOI | 10.1109/CDC42340.2020.9304137 |
摘要 | In many applications, resource-aware devices are connected through a network, such as in the Internet of Things and energy hubs. These devices require proper coordination to achieve a high performance without violation of their resource limits. In this paper, we propose an asynchronous resource-aware multi-agent model predictive control to cooperatively coordinate agents to conduct a common task, whose resource concern is handled by a self-triggered control scheme. The consistency and recursive feasibility of the proposed MPC scheme are investigated. A reliable numerical implementation is introduced to deal with non-constant sampling times among agents, which is subsequently validated by a numerical example. |
会议录编者/会议主办者 | et al. ; Jusung Engineering ; LG Electronics ; Mando ; MathWorks ; The Korea Tourism Organization (KTO) |
关键词 | Multi agent systems Model predictive control Predictive control systems Coordinate agent Energy hubs Multi-agent coordinations Multi-Agent Model Numerical implementation Resource aware Sampling time Self-triggered controls |
会议名称 | 59th IEEE Conference on Decision and Control (CDC) |
出版地 | 345 E 47TH ST, NEW YORK, NY 10017 USA |
会议地点 | null,null,ELECTR NETWORK |
会议日期 | DEC 14-18, 2020 |
URL | 查看原文 |
收录类别 | CPCI ; CPCI-S ; EI |
语种 | 英语 |
资助项目 | German Research Foundation (DFG)[EXC-2075] ; Swiss National Science Foundation under the RISK project[200021 175627] ; ShanghaiTech University[F0203-14-012] |
WOS研究方向 | Automation & Control Systems ; Engineering |
WOS类目 | Automation & Control Systems ; Engineering, Electrical & Electronic |
WOS记录号 | WOS:000717663400089 |
出版者 | IEEE |
EI入藏号 | 20210509848294 |
EI主题词 | Internet of Energy |
EISSN | 2576-2370 |
EI分类号 | 706.1 Electric Power Systems ; 731.1 Control Systems |
原始文献类型 | Conference article (CA) |
来源库 | IEEE |
引用统计 | 正在获取...
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文献类型 | 会议论文 |
条目标识符 | https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/138726 |
专题 | 信息科学与技术学院_博士生 信息科学与技术学院_PI研究组_Boris Houska组 |
通讯作者 | Jiang, Yuning |
作者单位 | 1.Ecole Polytech Fed Lausanne EPFL, Automat Control Lab, Lausanne, Switzerland 2.Univ Stuttgart, Inst Syst Theory & Automat Control, Stuttgart, Germany 3.ShanghaiTech Univ, Sch Informat Sci & Technol, Shanghai, Peoples R China |
通讯作者单位 | 信息科学与技术学院 |
推荐引用方式 GB/T 7714 | Lian, Yingzhao,Wildhagen, Stefan,Jiang, Yuning,et al. Resource-Aware Asynchronous Multi-Agent Coordination via Self-Triggered MPC[C]//et al., Jusung Engineering, LG Electronics, Mando, MathWorks, The Korea Tourism Organization (KTO). 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE,2020:685-690. |
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