Distributed Intelligent Management of Microgrids using a Multi-Agent Simulation Platform

被引:0
|
作者
Gomes, Luis [1 ]
Pinto, Tiago [1 ]
Faria, Pedro [1 ]
Vale, Zita [1 ]
机构
[1] Polytech Porto ISEP IPP, Inst Engn, GECAD Knowledge Engn & Decis Support Res Ctr, Oporto, Portugal
关键词
Demand Response; Intelligent Resources Management; Microgrids; Multi-Agent Simulation;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Multi-agent approaches have been widely used to model complex systems of distributed nature with a large amount of interactions between the involved entities. Power systems are a reference case, mainly due to the increasing use of distributed energy sources, largely based on renewable sources, which have potentiated huge changes in the power systems' sector. Dealing with such a large scale integration of intermittent generation sources led to the emergence of several new players, as well as the development of new paradigms, such as the microgrid concept, and the evolution of demand response programs, which potentiate the active participation of consumers. This paper presents a multi-agent based simulation platform which models a microgrid environment, considering several different types of simulated players. These players interact with real physical installations, creating a realistic simulation environment with results that can be observed directly in the reality. A case study is presented considering players' responses to a demand response event, resulting in an intelligent increase of consumption in order to face the wind generation surplus.
引用
收藏
页码:1 / 7
页数:7
相关论文
共 50 条
  • [1] Multi-Agent System for Distributed Management of Microgrids
    Eddy, Y. S. Foo.
    Gooi, H. B.
    Chen, S. X.
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2015, 30 (01) : 24 - 34
  • [2] Modeling and distributed simulation of supply chain with a multi-agent platform
    Long, Qingqi
    Lin, Jie
    Sun, Zhixun
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2011, 55 (9-12): : 1241 - 1252
  • [3] Modeling and distributed simulation of supply chain with a multi-agent platform
    Qingqi Long
    Jie Lin
    Zhixun Sun
    [J]. The International Journal of Advanced Manufacturing Technology, 2011, 55 : 1241 - 1252
  • [4] Multi-Agent Based Energy Management in Microgrids Using MACSimJX
    Lakhina, Upasana
    Elamvazuthi, I.
    Badruddin, Nasreen
    Meriaudeau, F.
    Ramasamy, G.
    Jangra, Ajay
    [J]. 2019 IEEE Student Conference on Research and Development, SCOReD 2019, 2019, : 333 - 338
  • [5] Multi-Agent Based Energy Management in Microgrids Using MACSimJX
    Lakhina, Upasana
    Elamvazuthi, I
    Badruddin, Nasreen
    Meriaudeau, F.
    Ramasamy, G.
    Jangra, Ajay
    [J]. 2019 17TH IEEE STUDENT CONFERENCE ON RESEARCH AND DEVELOPMENT (SCORED), 2019, : 333 - 338
  • [6] Power Management in Islanded Microgrids Using Multi-Agent Systems
    Abdulmohsen, Ahmed M.
    El-Sharkawy, Metwally A.
    Omran, Walid A.
    [J]. 2016 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE EUROPE (ISGT-EUROPE), 2016,
  • [7] Heuristic Multi-Agent Control for Energy Management of Microgrids with Distributed Energy Sources
    Ali, Zunaib
    Putrus, Ghanim
    Marzband, Mousa
    Tookanlou, Mahsa Bagheri
    Saleem, Komal
    Ray, Pravat Kumar
    Subudhi, Bidyadhar
    [J]. 2021 56TH INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC 2021): POWERING NET ZERO EMISSIONS, 2021,
  • [8] Distributed Multi-Agent Reinforcement Learning for Autonomus Management of Renewable Energy Microgrids
    Nuvvula, Ramakrishna S. S.
    Kumar, Polamarasetty P.
    Ahammed, Syed Riyaz
    Satyanarayana, Vanam.
    Babu, Bachina Harish
    Reddy, R. Siva Subramanyam
    Ali, Ahmed
    [J]. 12TH INTERNATIONAL CONFERENCE ON SMART GRID, ICSMARTGRID 2024, 2024, : 298 - 304
  • [9] Lightweight Distributed Component-oriented Multi-agent Simulation Platform
    Krzywicki, Daniel
    Faber, Lukasz
    Pietak, Kamil
    Byrski, Aleksander
    Kisiel-Dorohinicki, Marek
    [J]. PROCEEDINGS 27TH EUROPEAN CONFERENCE ON MODELLING AND SIMULATION ECMS 2013, 2013, : 469 - +
  • [10] Research on Coordination Platform for Distributed Manufacturers Using Multi-agent
    Su, Pengcheng
    Wang, Guihe
    Wang, Wanshan
    Liu, Ying
    [J]. 2009 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, VOL IV, PROCEEDINGS, 2009, : 418 - +