Micro-grid Grid Outage Management using Multi Agent Systems

被引:7
|
作者
Raju, Leo [1 ]
Morais, Antony Amalraj [1 ]
Rathnakumar, Ramyaa [1 ]
Soundaryaa, P. [1 ]
Thavam, L. D. [1 ]
机构
[1] SSN Coll Engn, Dept Elect & Elect Engn, Madras 603110, Tamil Nadu, India
关键词
Autonomous Agent; Energy management; Multi Agent System; Micro-grid; JADE; Grid Outage Management; ENERGY MANAGEMENT; OPERATION;
D O I
10.1016/j.egypro.2017.05.113
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The aim of this paper is to evolve a Multi Agent System (MAS) for grid outage management in energy administration of a micro-grid. We consider a micro-grid consisting of two systems each containing a solar Photo Voltaic (PV) system, wind system, a local consumer, and a battery. Initially we observe and record the load patterns and solar and wind power generated in the two units. Following which we implement outage management using Multi Agent System of the micro-grid with smart grid frame work. Simulation of the model is developed in Java Agent Development Environment (JADE) for dynamic model accounting the intermittent nature of solar power, randomness of load; dynamic pricing of grid and discrepancy of critical loads and choose the best possible solution for the grid outage management in the micro-grid. Furthermore, MAS improves the operating efficiency, thus maximizing the power generation of the micro-grid and minimizing the cost of operation. Thus MAS in micro-grid leads to best use of monetary and environmental resources. Simulated operation of solar generators and lads are observed by carrying out simulations under various agent objectives. Result of the simulation studies proves the efficacy of suggested outage management of the micro-grid. (C) 2017 The Authors. Published by Elsevier Ltd.
引用
收藏
页码:119 / 126
页数:8
相关论文
共 50 条
  • [1] Micro-grid Grid Outage Management using Multi Agent Systems
    Raju, Leo
    Morais, Antony Amalraj
    Rathnakumar, Ramyaa
    Ponnivalavan, Soundaryaa
    Thavam, L. D.
    [J]. 2017 SECOND INTERNATIONAL CONFERENCE ON RECENT TRENDS AND CHALLENGES IN COMPUTATIONAL MODELS (ICRTCCM), 2017, : 363 - 368
  • [2] Micro-grid Grid Robustness Management using Multi Agent Systems
    Raju, Leo
    Rathnakumar, Ramyaa
    Ponnivalavan, Soundaryaa
    Thavam, L. D.
    Morais, Antony Amalraj
    [J]. 2017 INTERNATIONAL CONFERENCE ON POWER AND EMBEDDED DRIVE CONTROL (ICPEDC), 2017, : 38 - 43
  • [3] Integrated Energy Management of Micro-Grid using Multi Agent System
    Raju, Leo
    Rajkumar, Immanuel
    Appaswamy, Kaviya
    [J]. FIRST INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ENGINEERING, TECHNOLOGY AND SCIENCE - ICETETS 2016, 2016,
  • [4] Review of Multi-Agent Micro-Grid Systems
    Zarma, Tahir A.
    Galadima, Ahmadu A.
    Modibbo, Abubakar
    Hussein, Suleiman U.
    [J]. 2020 IEEE PES & IAS POWERAFRICA CONFERENCE, 2020,
  • [5] Application of Multi Agent Systems in Automation of Distributed Energy Management in Micro-grid using MACSimJX
    Raju, Leo
    Milton, R. S.
    Mahadevan, Senthilkumaran
    [J]. INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2018, 24 (03): : 483 - 491
  • [6] Advanced Automation in Energy Management of Micro-Grid using Multi Agent System
    Raju, Leo
    Milton, R. S.
    Morais, Antony Amalraj
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH (ICCIC), 2015, : 238 - 241
  • [7] Advanced Energy Management of a Micro-grid Using Arduino and Multi-agent System
    Raju, Leo
    Morais, Antony Amalraj
    Milton, R. S.
    [J]. INTELLIGENT AND EFFICIENT ELECTRICAL SYSTEMS, 2018, 446 : 65 - 76
  • [8] Autonomous Demand Side Management of a Micro-Grid using Arduino and Multi Agent System
    Raju, Leo
    Muthukumar, Prithika Rani
    Gokulakrishnan, Sajna
    Jagannathan, Srinidhi
    [J]. 2017 SECOND INTERNATIONAL CONFERENCE ON RECENT TRENDS AND CHALLENGES IN COMPUTATIONAL MODELS (ICRTCCM), 2017, : 159 - 164
  • [9] Multi Agent Systems based Distributed Control and Automation of Micro-grid using MACSimJX
    Raju, Leo
    Milton, R. S.
    Mahadevan, Senthilkumaran
    [J]. PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND CONTROL (ISCO'16), 2016,
  • [10] Micro Grid Energy Management Using Multi-agent Systems
    Abd El-Rahim, Ahmed Mohamed
    Abd El-Geliel, Mostafa
    Helal, Ahmed
    [J]. PROCEEDINGS OF 2016 EIGHTEENTH INTERNATIONAL MIDDLE EAST POWER SYSTEMS CONFERENCE (MEPCON), 2016, : 772 - 779