基于频谱解构法的油纸绝缘扩展德拜模型参数辨识

doi:10.19595/j.cnki.1000-6753.tces.220963

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摘要扩展德拜模型参数的准确辨识对油纸绝缘设备状态诊断具有重要意义。针对目前扩展模型参数辨识方法存在的不足,该文首次提出频谱解构法实现扩展德拜模型的精准辨识。首先,引入Kramers-Kronig变换对频域介电谱进行解耦,获取绝缘电阻谱线、几何电容谱线及弛豫极化谱线,并利用最小二乘法确定绝缘电阻和几何电容参数。然后,提出频谱微分法对极化复电容实部微分谱线进行逐次分解,根据微分谱线峰值点数和剩余谱线最大峰值点坐标求解极化等效电路参数,从而构建完整、精准的油纸绝缘扩展德拜等效电路模型。最后,通过仿真和实例验证了该方法辨识油纸绝缘扩展德拜模型参数的准确性。该文可为频域介电谱法开展油纸绝缘内部弛豫特性研究提供可靠的物理模型。

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关键词 ：油纸绝缘, 频域介电谱, 扩展德拜模型, 参数辨识, 频谱解构法

Abstract：As a classical topological circuit model, the extended Debye model is of great significance for the condition diagnosis of oil paper insulation equipment. Aiming at the uncertain branches and the random identification results of the current extended Debye model. This paper based on the branch characteristics of the model, combining the real and imaginary parts relation of repolarization rate with spectrum differentiation method, proposing a spectrum decomposition method to realize the complete identification of the extended Debye model.
Undering the external electric field, the dielectric relaxation process will cover the conductivity loss, and the coupling and superposition of the internal multiple polarization maps make uncertainly to the polarization identification. It obscures the number of branches's determination of the equivalent model, and makes the identification of model parameters difficult. In order to solve those problems, firstly, the frequency domain dielectric spectrum is decoupled based on Kramers-Kronig transform. Since the resistance and infinite capacitance terms calculated result is 0, the real and imaginary parts of the complex capacitance calculated by K-K relationship only contain relaxation polarization components. Therefore it can realize the separation of the geometric branch and the polarization branch of the extended Debye model, and can also complete the quantitative extraction of the insulation resistance, the geometric capacitance and the relaxation polarization spectrum line. Then, using the spectral characteristics of resistance and capacitance, the unique parameters of insulation resistance and geometric capacitance can be determined by the least square method. Next, according to the spectrum differentiation method, the first-order differentiation of the real part of the polarization complex capacitance is carried out. Because the single relaxation polarization real part is a ladder, the differential spectrum line has a relaxation peak . The number of relaxation mechanisms can be confirmed by the number of peak points of differential spectral lines, and the unique polarization equivalent circuit parameters can be solved by using the uniqueness of peak points. Finally, the feasibility of this method is verified by existing model parameters and examples: the identification error of insulation resistance and geometric capacitance parameters is less than 1%, the polarization equivalent circuit error is less than 7%. In general, the calculated and measured spectral lines are in good agreement and the trend is consistent. The spectral deconstruction method can provide a reliable physical model for the study of the internal relaxation characteristics of oil paper insulation.
Through simulation and case analysis, the following conclusions can be drawn: ①the conductance and relaxation processes can be accurately separated by K-K transformation, and the insulation resistance and geometric capacitance parameters can be determined. ②The number of polarization branches of the extended Debye model can be clearly determined by the peak number of the real part differential spectral line of the polarization complex capacitance; The parameters of each polarization branch can be identified by using the spectrum differentiation method to solve the spectrum step by step. ③The spectrum deconstruction method proposed in this paper can completely identify the parameters of oil paper insulation extended Debye model, and the results are unique within a certain accuracy range.

Key words： Oil paper insulation frequency domain dielectric spectrum extended Debye model parameter identification spectrum deconstruction method

收稿日期: 2022-05-31

PACS:	TH183
	TM411

基金资助:新能源装备检测福建省高等学校重点实验室（XNY202102）、国家自然科学基金（51977039）和福建省自然科学基金（2019J01248）资助项目

通讯作者: 林锦煌男,1997年生,硕士研究生,研究方向为电气系统智能化故障诊断。E-mail：944701176@qq.com

作者简介: 邹阳男,1980年生,博士,副教授,研究方向为电气系统智能化故障诊断。E-mail：24001744@qq.com

引用本文:

邹阳, 林锦煌, 何津, 翁祖辰, 金涛. 基于频谱解构法的油纸绝缘扩展德拜模型参数辨识[J]. 电工技术学报, 2023, 38(3): 622-632. Zou Yang, Lin Jinhuang, He Jin, Weng Zuchen, Jin Tao. Parameter Identification of Oil Paper Insulation Extended Debye Model Based on Spectrum Deconstruction Method. Transactions of China Electrotechnical Society, 2023, 38(3): 622-632.

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