Application of Extrapolation Capability of Vector Fitting for Out-of-Band Dominant Modal Synthesis of Voltage-Source Converters

IF 3.3 Q3 ENERGY & FUELS IEEE Open Access Journal of Power and Energy Pub Date : 2024-01-30 DOI:10.1109/OAJPE.2024.3360091
Weihua Zhou;Jef Beerten
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Abstract

Conventional state-space-based stability assessment method of voltage-source converters (VSCs) can be hindered by the black-box feature. Black box-based state-space model identification method using the terminal admittance/impedance frequency responses has thus been drawing increasing research attentions recently. However, the estimation of out-of-band modes commonly suffers from narrow bandwidth of frequency responses. This article presents, for the first time, the potential identification of several critical out-of-band modes of an artificially created rational function and a grid-connected VSC. This identification is achieved through their band-limited frequency responses using the vector fitting (VF) algorithm. On its basis, a sensitivity index of a partial fraction term is derived to explain the out-of-band modal identification behavior of the VF. The effects of the pole, residue, and fitting frequency interval width on the sensitivity index are further investigated and demonstrated. The numerical analysis shows that, with the help of the proposed sensitivity index, the extrapolation behavior of the VF can be explained, and several invisible out-of-band modes can further be identified or synthesized from a band-limited frequency response. This extrapolation feature may strengthen the curve fitting capability of the VF, i.e., compared to the VSC’s band-limited frequency responses, more modal information can be obtained and further used for eigenvalue-based stability analysis.
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应用矢量拟合的外推法能力进行电压源转换器带外主导模态合成
传统的基于状态空间的电压源变换器(VSC)稳定性评估方法会受到黑箱特性的阻碍。因此,利用终端导纳/阻抗频率响应的基于黑箱的状态空间模型识别方法近年来受到越来越多的研究关注。然而,带外模式的估计通常受到频率响应带宽较窄的影响。本文首次提出了人工创建的有理函数和并网 VSC 的几个关键带外模态的潜在识别方法。这种识别是通过使用矢量拟合(VF)算法的带限频率响应实现的。在此基础上,得出了部分分数项的灵敏度指数,以解释 VF 的带外模态识别行为。进一步研究并证明了极点、残差和拟合频率间隔宽度对灵敏度指数的影响。数值分析表明,在所提出的灵敏度指数的帮助下,VF 的外推行为可以得到解释,并且可以进一步从带限频率响应中识别或合成几个不可见的带外模态。这种外推特性可以增强变频调速器的曲线拟合能力,即与变频调速器的带限频率响应相比,可以获得更多的模态信息,并进一步用于基于特征值的稳定性分析。
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CiteScore
7.80
自引率
5.30%
发文量
45
审稿时长
10 weeks
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