Microgrid distributed secondary control and energy management using multi-agent system

被引:7
|
作者
Almada, Janaina B. [1 ,2 ]
Leao, Ruth P. S. [1 ]
Almeida, Rosana G. [1 ]
Sampaio, Raimundo F. [1 ]
机构
[1] Univ Fed Ceara, Dept Engn Eletr, Campus Pici, BR-60440554 Fortaleza, Ceara, Brazil
[2] Univ Integracao Int Lusofonia Afrobrasileira, Inst Engn & Desenvolvimento Sustentavel IEDS, Campus Auroras, BR-60790970 Redencao, Ceara, Brazil
关键词
distributed energy resources; distributed generation; droop control; energy storage system; hierarchical control; microgrid; multi‐ agent systems;
D O I
10.1002/2050-7038.12886
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper is concerned with the two-stage hierarchical control of microgrids (MG) that can operate in both grid-connected and off-grid modes. The procedure consists in the segmentation of the control scheme in the primary and secondary levels, thus enabling the application of faster and slower dynamics according to the process. A decentralized droop control-based method is used in the primary level, while a distributed multi-agent coordination scheme is applied in the secondary one. The multi-agent system is run on Python Agent DEvelopment (PADE) environment, a FIPA-compliant agent framework. The key contributions this paper provides are the control strategies of reactive power output of non-dispatchable sources, dynamic sharing of energy storage systems, and the management of loads of microgrids, all of them based on multi-agent system. Co-simulations using PSCAD(TM) and PADE are performed considering several operating scenarios of the MG resources under different load conditions. Simulation results validate the accurate performance of the proposed control strategies.
引用
收藏
页数:17
相关论文
共 50 条
  • [1] Islanding of a Microgrid Using a Distributed Multi-agent Control System
    Al Jajeh, Mohamad Fares
    Ali, Syed Qaseem
    Joos, Geza
    Novickij, Ilja
    [J]. 2019 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2019, : 6286 - 6293
  • [2] Advanced energy management and frequency control of distributed microgrid using multi-agent systems
    Azeroual, Mohamed
    Boujoudar, Younes
    Aljarbouh, Ayman
    Fayaz, Muhammad
    Qureshi, Muhammad Shuaib
    El Moussaoui, Hassan
    El Markhi, Hassane
    [J]. INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2022, 23 (05) : 755 - 766
  • [3] Optimal energy management and control aspects of distributed microgrid using multi-agent systems
    Khan, Muhammad Waseem
    Wang, Jie
    Ma, Meiling
    Xiong, Linyun
    Li, Penghan
    Wu, Fei
    [J]. SUSTAINABLE CITIES AND SOCIETY, 2019, 44 : 855 - 870
  • [4] Energy Management and Control of Microgrid using Multi-Agent Systems
    Tomar, K. K. Singh
    Singh, S. N.
    [J]. 2015 IEEE UP SECTION CONFERENCE ON ELECTRICAL COMPUTER AND ELECTRONICS (UPCON), 2015,
  • [5] Multi-agent based distributed control architecture for microgrid energy management and optimization
    Khan, M. Reyasudin Basir
    Jidin, Razali
    Pasupuleti, Jagadeesh
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2016, 112 : 288 - 307
  • [6] Multi-Agent System using JADE for Distributed DC Microgrid System Control
    Alseyat, Arias
    Park, Jae-Do
    [J]. 2019 51ST NORTH AMERICAN POWER SYMPOSIUM (NAPS), 2019,
  • [7] Secondary Control of Microgrid using Multi-Agent Systems
    Al-Issaei, Ahmed
    Al-Abri, Rashid
    Yousef, Hasan
    Soliman, Hisham M.
    [J]. 2019 IEEE 28TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2019, : 171 - 176
  • [8] Distributed collaborative control strategy for integrated energy microgrid based on multi-agent system
    Hu, Changbin
    Li, Shiwei
    Luo, Shanna
    Ma, Rui
    Fan, Hui
    [J]. 2019 22ND INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS 2019), 2019, : 1719 - 1724
  • [9] Secondary voltage control strategy of microgrid with wind power based on distributed multi-agent system
    Wang, Zhongquan
    Liu, Yangbo
    Yang, Yinguo
    Zhang, Peng
    Liu, Zejian
    [J]. 2023 Global Reliability and Prognostics and Health Management Conference, PHM-Hangzhou 2023, 2023,
  • [10] Distributed hybrid secondary control strategy for DC microgrid group based on multi-agent system
    Mo, Shuangye
    Chen, Wu-Hua
    Lu, Xiaomei
    [J]. PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 109 - 114