Flexible distributed load shedding using a self-Adaptive multi-Agents system

被引:0
|
作者
Lequay V. [1 ,2 ]
Lefort M. [1 ]
Mansour S. [2 ]
Hassas S. [1 ]
机构
[1] LIRIS, Equipe SMA, Université Claude Bernard Lyon 1, Lyon
[2] Ubiant SA, Lyon
关键词
Gossip algorithm; Load shedding; Multi-Agents system; Self-evaluation;
D O I
10.3166/RIA.31.427-448
中图分类号
学科分类号
摘要
Load shedding is a cheap and eco-friendly way to maintain balance on the power grid, by matching consumption on production. In this context, the main problem is to coordinate smart buildings in order for them to be able to anticipate their need and also to collectively adjust their load shedding. We present a bottom-up approach on distributed loadshedding and propose a decentralized model based on gossip protocols. These algorithms provide a strong and scalable platform on top of which we built a self-evaluation mechanism ensuring enough reliability to be used on a large scale power grid, ie the ability to maintain a stable load shedding. In this article, we present our system and discuss the first results we obtained with it, before presenting some of its possible improvements. © 2017 Lavoisier.
引用
收藏
页码:427 / 448
页数:21
相关论文
共 50 条
  • [21] MODELLING AND SIMULATION OF DISTRIBUTED SYSTEMS USING INTELLIGENT MULTI-AGENTS
    Dragomir, Otilia Elena
    JOURNAL OF SCIENCE AND ARTS, 2022, (02): : 471 - 482
  • [22] A Distributed Multi-Agents Architecture for self healing Healthcare Data Center
    Essa, Youssef M.
    El-Mahalawy, Ahmed
    Attiya, Gamal
    El-Sayed, Ayman
    2017 4TH IEEE INTERNATIONAL CONFERENCE ON ENGINEERING TECHNOLOGIES AND APPLIED SCIENCES (ICETAS), 2017,
  • [23] A music stream segregation system based on adaptive multi-agents
    Kashino, K
    Murase, H
    IJCAI-97 - PROCEEDINGS OF THE FIFTEENTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS 1 AND 2, 1997, : 1126 - 1131
  • [24] Engineering complex adaptive systems using situated multi-agents
    Hassas, Salima
    ENGINEERING SOCIETIES IN THE AGENTS WORLD VI, 2006, 3963 : 125 - 141
  • [25] Autonomous Multi-agents in Flexible Flock Formation
    Ho, Choon Sing
    Quang Huy Nguyen
    Ong, Yew-Soon
    Chen, Xianshun
    MOTION IN GAMES, 2010, 6459 : 375 - 385
  • [26] Pollution transfer in groundwater using a multi-agents system
    Fleurant, Cyril
    CYBERGEO-EUROPEAN JOURNAL OF GEOGRAPHY, 2016,
  • [27] Architecture of Distributed Traffic Simulation System Based on SOA and Multi-Agents
    Jiang, Bingnan
    Zhang, Hai
    PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON COMPUTER TECHNOLOGY AND DEVELOPMENT, VOL 1, 2009, : 216 - 220
  • [28] Multi-agents architecture for distributed intrusion detection
    Da Silva Thiago, Vinícius
    Rego, Paulo Antonio Leal
    De Souza, José Neuman
    Advanced International Conference on Telecommunications, AICT, 2013, 2013-January (January): : 50 - 55
  • [29] A concrete bridge design system using multi-agents
    Shitani, T
    Yabuki, N
    SOFT COMPUTING AS TRANSDISCIPLINARY SCIENCE AND TECHNOLOGY, 2005, : 695 - 704
  • [30] Distributed integrated environment based on multi-agents
    Guofang Keji Daxue Xuebao, 4 (72-76):