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基于小波分析的电力系统新型频域惯量映射与估计方法
Novel Frequency-Domain Inertia Mapping and Estimation in Power Systems Using Wavelet Analysis
| 作者 | Mohamed Abouyehia · Agustí Egea-Àlvarez · Sumeet S. Aphale · Khaled H. Ahmed |
| 期刊 | IEEE Transactions on Power Systems |
| 出版日期 | 2024年9月 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 系统惯性估计 小波方法 频率域 控制硬件在环仿真 稳定性 |
语言:
中文摘要
在现代电力系统中,随着可再生能源的大规模接入,准确估计系统惯量对稳定性至关重要。本文提出一种基于小波变换的新型频域惯量估计方法,用于同步机及变流器接口发电机(CIG)动态惯量的评估。该方法利用小波系数捕捉有功功率与频率信号中快速变化的特征,通过其幅值量化暂态过程强度,进而反映系统惯量水平,并建立了频域与时域惯量估计之间的数学关系。所提方法具有良好的可扩展性,适用于不同规模系统。通过结合实时分段线性电路仿真器(PLECS)与数字信号处理器(DSP)的控制硬件在环(CHiL)实验验证了该方法的有效性,结果表明其具备更强的抗噪能力与数值鲁棒性。
English Abstract
In recent power systems, accurately estimating system inertia is crucial for stability, especially with the increased integration of renewable energy sources. This paper proposes a novel wavelet-based method for estimating the inertia of synchronous machines and the dynamic inertia of converter-interfaced generators (CIG). The proposed method estimates the inertia constant in the frequency domain, contrasting traditional time domain methods. The proposed method capitalises on the unique capability of wavelet transform coefficients to analyse rapid changes in active power and frequency signals. The magnitude of these coefficients is then utilised to measure the strength of the transit periods on those signals, which serves as an indicator of the power system's inertia constant. This paper also derives a novel mathematical relationship between frequency-domain inertia estimates and their time-domain equivalents. The proposed method is scalable, demonstrating efficiency across both small and large power systems. Control hardware-in-the-loop (CHiL) simulations are employed using a real-time, high-speed piecewise linear electrical circuit simulator (PLECS) alongside a digital signal processor (DSP) to validate the proposed method. The results reveal that the proposed method offers superior stability and demonstrates resilience against system noise, as well as potential numerical issues common in traditional methods.
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SunView 深度解读
该频域惯量估计技术对阳光电源构网型储能系统具有重要应用价值。在ST系列储能变流器和PowerTitan大型储能系统中,可集成该小波分析算法实现动态惯量实时监测与自适应调节,优化VSG控制策略中的虚拟惯量参数配置。该方法的抗噪能力和数值鲁棒性可提升弱电网环境下储能系统的频率支撑性能,特别适用于高比例新能源场景的电网稳定性评估。建议将CHiL验证方法引入产品开发流程,在DSP控制器中实现频域惯量估计功能,为iSolarCloud平台提供系统惯量可视化监控,增强智能运维能力,支撑构网型产品的技术迭代。