An improved parasitism predation algorithm for frequency regulation of a virtual inertia control based AC microgrid

被引:7
|
作者
Khadanga, Rajendra Kumar [1 ]
Das, Deepa [2 ]
Kumar, Amit [3 ]
Panda, Sidhartha [4 ]
机构
[1] Centurion Univ Technol & Managemen, Dept Elect & Elect Engn, Bhubaneswar 752050, Odisha, India
[2] Govt Coll Engn, Dept Elect Engn, Kalahandi 766002, Odisha, India
[3] Thapar Inst Engn & Technol, Dept Elect & Instrumentat Engn, Patiala 147004, Punjab, India
[4] Veer Surendra Sai Univ Technol, Dept Elect Engn, Burla 768018, Odisha, India
关键词
Frequency control; islanded microgrid; interval type-2 fuzzy logic PID controller (IT2FPID); fuzzy system; improved parasitism predation algorithm (IPPA); inertia control loop; phase-locked loop (PLL); standard benchmark functions; virtual inertia control (VIC); ATOM SEARCH OPTIMIZATION; CONTROL STRATEGY; DESIGN; AGC;
D O I
10.1080/15567036.2022.2055231
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Frequency stability is one of the major challenges in renewable energy source-based microgrids. This issue can be resolved by employing virtual inertia control that helps in improving damping properties and stability. In applying this control method, a phase-locked loop (PLL) is used to acquire the assessment of the frequency data of the microgrid. Nonetheless, the application of PLL in microgrids produces larger frequency oscillation due to its system dynamics. To solve such issues, we propose a robust Interval Type-2 Fuzzy Logic PID Controller (IT2FPID) for the virtual inertia control to limit the unwanted frequency measurement impacts while simultaneously improving the microgrid system stability. Further, a novel improved parasitism predation algorithm (IPPA) algorithm is proposed to tune the controller parameters. The performance of our proposed solutions is studied by comparing the simulation results with a few standard techniques considering the change in system parameters and different paces of renewable energy source penetration.
引用
收藏
页码:1660 / 1677
页数:18
相关论文
共 50 条
  • [21] RESEARCH ON MICROGRID MODE SWITCH AND CONTROL BASED ON IMPROVED FREQUENCY ALGORITHM
    Li, Rui-Sheng
    Wu, Bing-Xin
    ENERGY, ENVIRONMENTAL & SUSTAINABLE ECOSYSTEM DEVELOPMENT, 2016,
  • [22] A novel virtual inertia-based damping stabilizer for frequency control enhancement for islanded microgrid
    Sati, Shraf Eldin
    Al-Durra, Ahmed
    Zeineldin, Hatem
    EL-Fouly, Tarek H. M.
    El-Saadany, Ehab F.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2024, 155
  • [23] Double Layer Adaptive Dynamic Frequency Optimization Control of Microgrid Based on DFIG Virtual Inertia
    Bian X.
    Zhang J.
    Ding Y.
    Li D.
    Zhao J.
    Zhu L.
    Gaodianya Jishu/High Voltage Engineering, 2020, 46 (05): : 1489 - 1498
  • [24] Adaptive Virtual Inertia Control Based on Nonlinear Model Predictive Control for Frequency Regulation
    Zheng, Weimin
    Liu, Ruixu
    Dan, Yangqing
    Wang, Zhen
    2022 4TH INTERNATIONAL CONFERENCE ON SMART POWER & INTERNET ENERGY SYSTEMS, SPIES, 2022, : 1036 - 1041
  • [25] An improved droop control for simultaneous voltage and frequency regulation in an AC microgrid using fuzzy logic
    Ahmadi, Saleh
    Shokoohi, Shoresh
    Bevrani, Hassan
    Hasanii, Elham
    2015 23RD IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2015, : 1486 - 1491
  • [26] Improving Microgrid Frequency Regulation Based on the Virtual Inertia Concept while Considering Communication System Delay
    Alizadeh, Gholam Ali
    Rahimi, Tohid
    Nozadian, Mohsen Hasan Babayi
    Padmanaban, Sanjeevikumar
    Leonowicz, Zbigniew
    ENERGIES, 2019, 12 (10)
  • [27] AC load bus frequency control of a DC microgrid based on DC voltage regulation using inertia emulation and economic power management
    Samanta, Soumya
    Mishra, Jyoti Prakash
    Roy, Binoy Krishna
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2019, 13 (22) : 5117 - 5128
  • [28] A Virtual Inertia Control Strategy of Interlinking Converters in Islanded Hybrid AC/DC Microgrid
    Xiao, Jingyi
    Chen, Alian
    Lin, Zhengyu
    Xue, Haihua
    2019 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2019, : 6301 - 6308
  • [29] Adaptive Generation Control for Islanded AC Microgrid Frequency Regulation
    Manaz, M. A. Mohammed
    Lu, Chan-Nan
    2017 IEEE 3RD INTERNATIONAL FUTURE ENERGY ELECTRONICS CONFERENCE AND ECCE ASIA (IFEEC 2017-ECCE ASIA), 2017, : 2088 - 2093
  • [30] Virtual Inertia Control Strategy in Microgrid Based on Virtual Synchronous Generator Technology
    Shi, Kai
    Ye, Haihan
    Song, Wentao
    Zhou, Guanglei
    IEEE ACCESS, 2018, 6 : 27949 - 27957