African Vulture Optimization-Based Optimal Control Strategy for Voltage Control of Islanded DC Microgrids

被引:11
|
作者
Salah, Basma [1 ,2 ]
Hasanien, Hany M. [1 ]
Ghali, Fadia M. A. [2 ]
Alsayed, Yasser M. [2 ]
Aleem, Shady H. E. Abdel [3 ]
El-Shahat, Adel [4 ]
机构
[1] Ain Shams Univ, Fac Engn, Elect Power & Machines Dept, Cairo 11517, Egypt
[2] Elect Res Inst, Power Elect & Energy Convers Dept, Cairo 12622, Egypt
[3] Sci Valley Acad, Valley High Inst Engn & Technol, Dept Elect Engn, Qalyubia 44971, Egypt
[4] Purdue Univ, Sch Engn Technol, Energy Technol Program, W Lafayette, IN 47907 USA
关键词
African vulture optimization algorithm; dc microgrid; voltage regulation; renewable energy sources; OPTIMAL POWER-FLOW; ENERGY-STORAGE; AUTONOMOUS OPERATION; ALGORITHM; PERFORMANCE; SYSTEM; ENHANCEMENT; CONVERTERS;
D O I
10.3390/su141911800
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
DC microgrids have gained a lot of interest recently due to increasing dc loads such as electric vehicles and the penetration of renewable energy sources (RESs). However, DC microgrids face challenges concerning bus voltage fluctuations, which severely impact the system stability when subjected to uncertainties of load and RESs. This paper focuses on maintaining the stability of a DC-bus through voltage control for a dc islanded microgrid using the concept of cascade double-loop control. The rule in cascade double-loop control is based on a proportional-integral (PI) controller tuned through a new nature-inspired African vulture optimization algorithm (AVOA). The paper presents a comparison of the performance of the African vulture optimization algorithm against particle swarm optimization (PSO) under several operating conditions. The simulation considers actual data for the solar irradiance and temperature and sudden load changes. The system is implemented on MATLAB/Simulink. The results demonstrate that the AVOA-based PI controller performs better in voltage regulation than the PSO-based PI controller.
引用
下载
收藏
页数:26
相关论文
共 50 条
  • [31] Modified Grey Wolf Optimization Method for Voltage and Frequency Control of an Islanded Microgrids
    Salimi, Hadi
    Ghavifekr, Amir Aminzadeh
    Mohammadzadeh, Ardashir
    Ziamanesh, Sam
    Tavaana, Ahmad
    Dizaji, Sahand Hallaji
    2021 11TH SMART GRID CONFERENCE (SGC), 2021, : 375 - 379
  • [32] Case Studies on Cascade Voltage Control of Islanded Microgrids Based on the Internal Model Control
    Yazdanian, Mehrdad
    Mehrizi-Sani, Ali
    IFAC PAPERSONLINE, 2015, 48 (30): : 578 - 582
  • [33] Consensus-based Distributed Coordinated Control for Islanded DC Microgrids
    Guo, Li
    Guo, Zhen
    Li, Xialin
    Wang, Chengshan
    Hong, Chao
    Zhang, Ye
    2017 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, 2017,
  • [34] Decentralised L1 Adaptive Controllers for Voltage Control of DC Islanded Microgrids
    O'Keeffe, Daniel
    Riverso, Stefano
    Albiol-Tendillo, Laura
    Lightbody, Gordon
    2018 EUROPEAN CONTROL CONFERENCE (ECC), 2018, : 161 - 166
  • [35] A centralized shifted voltage control method for accurate power sharing in dc islanded microgrids
    Pham M.-D.
    Lee H.-H.
    Renewable Energy and Power Quality Journal, 2021, 19 : 155 - 159
  • [36] A Hierarchical Control of Supercapacitor and Microsources in Islanded DC Microgrids
    Barati, Farhad
    Ahmadi, Behzad
    Keysan, Ozan
    IEEE ACCESS, 2023, 11 : 7056 - 7066
  • [37] A Review of Voltage and Frequency Control for Inverter-Based Islanded Microgrids
    Chungu, Precious
    Ndiaye, Musa
    Mulolani, Francis
    2023 IEEE IAS GLOBAL CONFERENCE ON RENEWABLE ENERGY AND HYDROGEN TECHNOLOGIES, GLOBCONHT, 2023,
  • [38] Secondary Control Strategies for DC Islanded Microgrids Operation
    Martinelli, Andrea
    La Bella, Alessio
    Scattolini, Riccardo
    2019 18TH EUROPEAN CONTROL CONFERENCE (ECC), 2019, : 897 - 902
  • [39] Voltage Predictive Control for Microgrids in Islanded Mode based on Fourier Transform
    Garcia-Torres, Felix
    Bordons, Carlos
    Vazquez, Sergio
    2015 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT), 2015, : 2358 - 2363
  • [40] Hierarchical Control in Islanded DC Microgrids With Flexible Structures
    Nahata, Pulkit
    La Bella, Alessio
    Scattolini, Riccardo
    Ferrari-Trecate, Giancarlo
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2021, 29 (06) : 2379 - 2392