Frequency regulation by optimized fuzzy based self-adaptive virtual inertia control for microgrid with variable renewable penetration

被引:1
|
作者
Mohanty, Debidasi [1 ]
Giri, Ankita [1 ]
Panda, Sidhartha [1 ]
机构
[1] VSSUT, Dept Elect Engn, Burla 768018, Odisha, India
关键词
Load frequency regulation; Self-adaptive virtual inertia control; Energy storage system; Fuzzy logic controller; Arithmetic optimization algorithm; MODEL-PREDICTIVE CONTROL; POWER;
D O I
10.1016/j.est.2024.114433
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
The increasing use of renewable energy sources are solving environmental issues, energy shortage problems and result in economic growth. Microgrid can provide a framework for connecting RESs to the utility grid, but high penetration of RESs make it difficult to lower the Rate of Change of Frequency (RoCoF). In this research, a selfadaptive Virtual Inertia Control (VIC) technique is proposed to tackle this instability issue. VIC method simulates virtual inertia, enhancing inertia of the overall system and frequency stability. VIC technique links energy storage systems to the utility and helps with power supply. However, an accurate analysis is necessary to regulate the Virtual Inertia (VI) constant value, which could adequately eradicate the adjustment mistakes & system instability. Fuzzy logic controllers can tackle non-linear problems and provide robustness, and reliability. This research presents a fuzzy based self-adaptive VIC system for stable load frequency regulation in low-inertia microgrid. In addition to this, a fuzzy based secondary frequency control is also proposed in this study. A fuzzy based self-adaptive VIC is developed for VI constant emulation using real power fluctuations of RESs and frequency regulations. The Arithmetic optimization algorithm technique is used to obtain the optimized controller parameters. Efficacy of the proposed self-adaptive VIC with fuzzy based secondary thermal controller is validated against no VIC with integral and fuzzy based secondary frequency controller, standard VIC with integral as well as fuzzy based secondary frequency controller and self-adaptive VIC with integral secondary controller for high/low renewable sources penetrations and system parameter variations. Finally, real time validation of the proposed VIC approach has conducted with the help of OPAL-RT 5700 and the experimental results are compared with conventional VIC method.
引用
收藏
页数:19
相关论文
共 50 条
  • [31] Frequency Stability Enhancement of Microgrid Using Optimization Techniques-Based Adaptive Virtual Inertia Control
    Yegon, Philemon
    Singh, Mukhtiar
    INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2023, 2023
  • [32] Sine augmented scaled arithmetic optimization algorithm for frequency regulation of a virtual inertia control based microgrid
    Khadanga, Rajendra Kumar
    Das, Deepa
    Kumar, Amit
    Panda, Sidhartha
    ISA TRANSACTIONS, 2023, 138 : 534 - 545
  • [33] Virtual Inertia Control-Based Model Predictive Control for Microgrid Frequency Stabilization Considering High Renewable Energy Integration
    Kerdphol, Thongchart
    Rahman, Fathin S.
    Mitani, Yasunori
    Hongesombut, Komsan
    Kufeoglu, Sinan
    SUSTAINABILITY, 2017, 9 (05)
  • [34] A Self-Adaptive Inertia and Damping Combination Control of VSG to Support Frequency Stability
    Li, Dongdong
    Zhu, Qianwei
    Lin, Shunfu
    Bian, X. Y.
    IEEE TRANSACTIONS ON ENERGY CONVERSION, 2017, 32 (01) : 397 - 398
  • [35] MEA-based fuzzy self-adaptive control
    Du, YG
    Xie, G
    Xie, KM
    PROCEEDINGS OF THE 4TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-4, 2002, : 1887 - 1890
  • [36] Variable-length PSO optimized fuzzy clustering for self-adaptive image segmentation
    Zhen, Zi-Yang
    Wang, Dao-Bo
    Liu, Wen-Bo
    Liu, Yuan-Yuan
    Guangdianzi Jiguang/Journal of Optoelectronics Laser, 2009, 20 (01): : 99 - 102
  • [37] Fuzzy Self-adaptive PID Control of the Variable Speed Constant Frequency Variable-pitch Wind Turbine System
    Yu Hui-qun
    Gao Yang
    Zhang Hao
    2014 IEEE INTERNATIONAL CONFERENCE ON SYSTEM SCIENCE AND ENGINEERING (ICSSE), 2014, : 124 - 127
  • [38] Frequency Regulation Control Strategy for Flexible DC Transmission System Based on Adaptive Virtual Inertia
    Liu Y.
    Xie Q.
    Liang H.
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2021, 45 (05): : 129 - 136
  • [39] Active frequency support strategy for new energy inverters based on virtual inertia fuzzy adaptive control
    Li, Xueping
    Wang, Zili
    Chen, Yandong
    Luo, Derong
    Luo, Cong
    Fu, Youze
    Fu, Jiajun
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2024, 52 (20):
  • [40] A Comparative Analysis on Frequency Control in an Autonomous Microgrid Using Adaptive Optimized Fuzzy Controllers
    Gummala, Babu
    Maheswarapu, Sydulu
    Vuddanti, Sandeep
    Proceedings - 2022 International Conference on Computing, Communication and Power Technology, IC3P 2022, 2022, : 113 - 118