Robust Distributed Load Frequency Control for Multiarea Wind Energy-Dominated Microgrids Considering Phasor Measurement Unit Failures

被引:8
|
作者
Hu, Zhijian [1 ]
Su, Rong [1 ]
Wang, Ruiping [2 ]
Liu, Guangliang [1 ]
Zhang, Kun [3 ]
Xie, Xiangpeng [4 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Nanyang Singapore639, Singapore
[2] Nanyang Technol Univ, Sch Comp Sci & Engn, Singapore 639798, Singapore
[3] Beihang Univ, Sch Astronaut, Beijing 100191, Peoples R China
[4] Nanjing Univ Posts & Telecommun, Inst Adv Technol, Nanjing 210003, Peoples R China
来源
IEEE INTERNET OF THINGS JOURNAL | 2024年 / 11卷 / 13期
基金
中国国家自然科学基金;
关键词
Microgrids; Phasor measurement units; Wind power generation; Wind turbines; Wind speed; Frequency control; Wind energy; Distributed load frequency control (DLFC); multiarea microgrids; phasor measurement unit (PMU) failure; stochastic model predictive control (MPC); wind turbine; POWER-SYSTEMS; MANAGEMENT; INTERNET; FUTURE;
D O I
10.1109/JIOT.2024.3385992
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The microgrid, capable of providing flexible and controllable means to integrate distributed renewable energy sources (DRESs), has long been seen as a most promising solution to convert DRESs into the electrical power. However, the intermittent power output of DRESs, together with the unexpected load perturbations, challenges the frequency stability of microgrids. In this context, the work proposes a robust distributed load frequency control (DLFC) method for multiarea wind energy-dominated microgrids, in which way all interconnected areas can work cooperatively to confront the unbalanced power occurring in partial areas. Considering the flexibility for large-scale deployment, the wind energy is taken as the DRES, while the thermal power plant is chosen as the base power generation. To mitigate the fluctuation of wind power output caused by uncertain wind speed, a sample-based stochastic model predictive control approach is presented. For the high-level DLFC of multiarea microgrids, robust performance index is incorporated in stability analysis and control synthesis. Moreover, temporary phasor measurement unit (PMU) failures are considered in DLFC design and are modeled by random Bernoulli variables to quantitatively analyze their impacts on frequency dynamics. Validations on a four-area microgrid verify the efficacy of the proposed robust DLFC method under different PMU failure probabilities.
引用
收藏
页码:23475 / 23484
页数:10
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