最低点
计算机科学
电力系统
可再生能源
控制理论(社会学)
功率(物理)
自动频率控制
多项式的
能量(信号处理)
理论(学习稳定性)
数学
工程类
电信
控制(管理)
统计
电气工程
卫星
机器学习
物理
数学分析
航空航天工程
人工智能
量子力学
作者
Songhao Yang,Qianrong Meng,Yubo Zhang,Zhiguo Hao,Baohui Zhang
标识
DOI:10.1109/pesgm48719.2022.9917200
摘要
Frequency nadir is an important indicator that measures the post-disturbance frequency stability of power systems, which is vital for fast frequency support and control of future power systems penetrated with renewable energy. This paper proposes a simplified frequency nadir prediction model. A frequency analysis model is first proposed, in which the frequency response characteristics of the synchronous generators with governors, renewable energy generators, and loads are simplified in a reasonable manner. In this way, the Rate of Change of Frequency (ROCOF) can be described in the form of second-order polynomial of frequency. Afterwards, an analytical prediction model of frequency nadir is deduced, which is exactly the roots of the quadratic equation. This prediction model is simple, accurate and has the potential for real-time applications. Finally, the simulation results in IEEE 39 bus power system verify the effectiveness of the proposed frequency nadir prediction model.
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