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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)
ISSN0743-1546
卷号2020-December
页码685-690
发表状态已发表
DOI10.1109/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
EISSN2576-2370
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
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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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