.png){kind=icon}
返回
Fuzzy Controller-Based Self-Adaptive Virtual Synchronous Machine for Microgrid Application
.png){kind=icon}
PRE
AI
DOI：10.1109/TEC.2021.3057487.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Low-inertia microgrids are prone to large frequency fluctuations due to high penetration of inverter-fed renewable sources. A virtual synchronous machine (VSM) is capable of handling these frequency fluctuations. VSM imparts inertial behaviour in grid-connected inverters with the help of an electric storage device. Most of the reported VSM control schemes use a constant inertia parameter that leads to an inadequate dynamic frequency response. In this paper, a fuzzy controller-based self-adaptive VSM control scheme is proposed. Here, the value of the inertia parameter is decided using fuzzy rules which take the penetration index of renewable energy, frequency deviation and rate-of-change-of-frequency as the input parameters. These rules are formulated with the help of the sample data obtained from simulations done in MATLAB/Simulink, where the inertial parameter is optimized using a genetic algorithm for various cases. The proposed method is validated for solar photovoltaic-fed microgrid test systems using power-hardware-in-the loop and the results indicate a reduction in maximum frequency deviation compared to the constant inertia parameter based VSM schemes. The introduction of renewable energy penetration level and fuzzy expert system in modifying the inertia parameter are the novel contributions in this paper.
Keyword:
Microgrids
Power system stability
Frequency control
Mathematical model
Frequency synchronization
Renewable energy sources
Stability criteria
Fuzzy controller
genetic algorithm
adaptive virtual inertia
virtual synchronous machine
期刊
IF:
5.4
论文数:
6.8K
被引数:
1.5W
机构
引用论文
An improved control strategy of virtual synchronous generator under symmetrical grid voltage sag
PREAI
分享收藏Current Harmonic Suppression Technology for Dual Three-Phase Permanent Magnet Synchronous Motor
PREAI
分享收藏The role of memory in awareness of memory deficits in Alzheimer’s disease, schizophrenia, and brain injury记忆在阿尔茨海默病，精神分裂症和脑损伤的记忆缺陷意识中的作用
PREAI
分享收藏Self-Adaptive Virtual Inertia Control-Based Fuzzy Logic to Improve Frequency Stability of Microgrid With High Renewable Penetration基于自适应虚拟惯量控制的模糊逻辑提高高渗透率微电网频率稳定性.png)
IEEE ACCESS
OAAI
IEEE ACCESSIF3.6
OAAI分享收藏
查看更多内容