Distributed MPC for economic dispatch and intermittence control of renewable based autonomous microgrid

被引:11
|
作者
Mehmood, Faisal [1 ]
Khan, Bilal [1 ]
Ali, Sahibzada Muhammad [1 ]
Rossiter, John Anthony [2 ]
机构
[1] COMSATS Univ Islamabad, Abbottabad Campus, Abbottabad, Pakistan
[2] Univ Sheffield, Sheffield, S Yorkshire, England
关键词
Distributed generation; Distributed second a r y control; Distributed MPC; Frequency regulation; Microgrid; FREQUENCY REGULATION; POWER-SYSTEMS;
D O I
10.1016/j.epsr.2021.107131
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 work addresses secondary level control of Autonomous Microgrid composed of Distributed Renewable Energy Sources (DRES). The interconnection of DRES forms a nonlinear system with coupled dynamics, unknown network parameters, and network topologies. The challenging features of DRES, such as low inertia, large number, volatile production capacities, and geographically wide distribution pose critical control design challenges for Economic Dispatch (ED) and frequency regulation. Whereas the distributed control schemes proposed in contemporary research are too slow to provide ED in the presence of fluctuating power demand, based on impractical assumptions or too restrictive in terms of network topology to have practical significance. Moreover, the control schemes are unable to handle the intermittent and uncertain nature of DRES and lead to instability in the presence of volatile power production capacities. Considering the above, we propose Secondary Distributed Model Predictive Control that provides fast and robust convergence and avoids impractical assumptions. A unique decoupling technique enables the application of control to generic network topologies. A constrained ED solution is derived and successfully achieved in presence of volatile production capacities of DRES. The Lyapunov stability of control is proved through terminal constraints. The performance of the proposed control is validated using an IEEE 14-Bus System.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Renewable generation intermittence and economic dispatch control of autonomous microgrid with distributed sliding mode
    Mehmood, Faisal
    Khan, Bilal
    Ali, S. M.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2021, 130
  • [2] Distributed control for economic dispatch problem in microgrid
    Hu, Changbin
    Ding, Li
    Wang, Feiran
    Luo, Shanna
    Chen, Kaiyu
    Zhang, Hu
    2017 20TH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS), 2017,
  • [3] Distributed Economic Dispatch Scheme for Droop-Based Autonomous DC Microgrid
    Lv, Zhenyu
    Wu, Zaijun
    Dou, Xiaobo
    Zhou, Min
    Hu, Wenqiang
    ENERGIES, 2020, 13 (02)
  • [4] Microgrid Optimal Dispatch Based on Distributed Economic Model Predictive Control Algorithm
    Peng, Yuxiang
    Jiang, Wenqian
    Wei, Xingqiu
    Pan, Juntao
    Kong, Xiangyu
    Yang, Zhou
    ENERGIES, 2023, 16 (12)
  • [5] Distributed Consensus Based Algorithm for Economic Dispatch in a Microgrid
    Wang, Rui
    Li, Qiqiang
    Zhang, Bingying
    Wang, Luhao
    IEEE TRANSACTIONS ON SMART GRID, 2019, 10 (04) : 3630 - 3640
  • [6] Dynamic Economic Dispatch and Transient Control of Distributed Generators in a Microgrid
    Ahmad, Jameel
    Tahir, Muhammad
    Mazumder, Sudip K.
    IEEE SYSTEMS JOURNAL, 2019, 13 (01): : 802 - 812
  • [7] Economic Dispatch of Renewable Power Generators in a Microgrid
    Chaves Acosta, Lised
    Villota Revelo, Jonathan
    Fajardo Fajardo, Dario
    Pantoja Bucheli, Andres
    2012 IEEE INTERNATIONAL SYMPOSIUM ON ALTERNATIVE ENERGIES AND ENERGY QUALITY (SIFAE), 2012,
  • [8] The Distributed Control of Autonomous Microgrid Based on Voltage
    Liu, Wen
    Liu, Ming
    2009 3RD INTERNATIONAL CONFERENCE ON POWER ELECTRONICS SYSTEMS AND APPLICATIONS: ELECTRIC VEHICLE AND GREEN ENERGY, 2009, : 55 - 55
  • [9] Distributed Secondary Control for Economic Dispatch and Voltage Restoration of DC Microgrid
    Li Z.
    Cheng Z.
    Zhang S.
    Wang Y.
    Si J.
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2021, 36 (21): : 4482 - 4492
  • [10] Multi-Renewable Energy Agent Based Control for Economic Dispatch and Frequency Regulation of Autonomous Renewable Grid
    Mehmood, F.
    Khan, B.
    Ali, S. M.
    Qureshi, M. B.
    Diver, C.
    Nawaz, R.
    IEEE ACCESS, 2020, 8 : 89534 - 89545