Application of Fixed Point Harmonic Finite Element Algorithm Considering Hysteresis in Asymmetric DC-Biased Magnetic Conditions
Zhao Xiaojun1, Xiao Yuchen1, Wu Xinyi2, Gao Shengze1, Yi Zhuo1
1. Department of Electrical Engineering North China Electric Power University Baoding 071003 China; 2. State Grid Shanghai Shibei Electric Power Supply Company Shanghai 200080 China
Abstract:In the frequency domain finite element analysis, considering the hysteresis properties of materials is of great significance in improving the simulation accuracy of electromagnetic characteristics of electrical equipment under DC bias excitation. Aiming at the problems of excessive number of iterations anddivergence in the frequency domain finite element calculation, this paper proposes an improved fixed point iteration strategy based on the ratio magnetic reluctivity. It is applied to the frequency domain finite element analysis under DC bias excitationbased on the loss separation model. After the problem of discontinuity point is solved, the finite element algorithm proposed in this paper has better convergence speed and higher accuracy by using the fixed-point reluctivity and the improved relaxation factor. Compared with the inverse Preisach model based on the analytical first-order reversal curves, the hysteresis model based on the concentric hysteresis loops makes more comprehensive use of the measured data, simplifies the calculation process, and achieves higher accuracy at low flux density amplitude. Therefore, this paper uses the hysteresis model based on the concentric hysteresis loops to describe the static hysteresis characteristics of the iron core. Because the excitation system of transformers and other electrical equipment mostly imposesa voltage source, this paper considers the electromagnetic coupling and solves the excitation current and magnetic vector potential in the frequency domain at the same time. When the magnetic flux density passes through zero, the corresponding ratio reluctivity often appears jumping breakpoints, which will greatly affect the following finite element iteration. To solve the problem, this paper uses density-based spatial clustering of applications with the noise algorithm to identify the discontinuities, and then uses the data close to the discontinuities to supplement the points. Because the magnetic field strength corresponding to eddy current loss and exclusive loss in the method is not directly expressed in the finite element matrix equation, which is calculated based on the iterative results of the magnetic vector potential and hysteresis model in the calculation process, the non-linear magnetic field relationship brings some disturbance to the iterative process. this paper considers using relaxation method to reduce the numerical disturbance and improve the stability and convergence speed of the algorithm. Based on the value range of gradient modulus and artificially set range of relaxation factor, the relaxation factor of each node is differentiated to improve the stability and convergence speed of the algorithm. Finally, the excitation current, magnetic field distribution and loss characteristics of the dry-type transformer model with rolled iron core excited by 400 Hz AC and DC bias excitation are tested and simulated by the finite element method. The hysteresis model based on the concentric hysteresis loops is used to describe thehysteresis characteristics of GT-100 silicon steel. The dynamic hysteresis loops simulated by the model are of high accuracy. In the two-dimensional calculation model, the limb-yoke area is selected as ancalculation domain. The calculated excitation current is compared with the measured data whose bias excitation current is 1.3 A, 2.6 A, and 5.2 A, respectively. After one period of computation, the total iron loss is calculated by integrating the dynamic hysteresis loop area of each element. Comparing the total iron loss with the measured data, the maximum relative error is less than 7%, which proves the effectiveness of the algorithm. Through the simulation analysis, the following conclusions can be obtained: (1) By analyzing the characteristics of the ratio reluctivity about the hysteresis loops, the problem of large error and unstability caused by the ratio reluctivity when the flux density crosses zero is effectively solved. (2) Compared with other relaxation methods, the local relaxation method proposed effectively improves the stability and convergence speed of the algorithm and improves the convergence speed by about 40%. (3) In this paper, the influence of the hysteresis effect on the calculation results of excitation current and iron loss is fully considered. Compared with the frequency domain finite element method using a magnetization curve, the calculation accuracy of excitation current is improved. In addition, the hysteresis model is also used to calculate the core loss, and the results are compared with the measured results to verify the effectiveness of the algorithm.
[1] 童轶, 祝全乐, 贺立, 等. 直流偏磁对换流变压器运行影响分析[J]. 高电压技术, 2021, 47(6): 2206-2213. Tong Yi, Zhu Quanle, He Li, et al.Analysis on DC bias impact on converter transformers operation[J]. High Voltage Engineering, 2021, 47(6): 2206-2213. [2] 李晓辉, 刘海娟, 吴传奇, 等. 陕湖直流岗上湾接地极周边220 kV变压器直流偏磁噪声的试验研究[J]. 高压电器, 2022, 58(2): 111-118. Li Xiaohui, Liu Haijuan, Wu Chuanqi, et al.Experimental study on 220 kV transformer DC bias noise around the grounding pole in Gangshangwan of Shaanxi-Hubei HVDC project[J]. High Voltage Apparatus, 2022, 58(2): 111-118. [3] 谢志成, 林湘宁, 李正天, 等. 基于隔直装置全局优化投切的直流偏磁治理方法[J]. 中国电机工程学报, 2017, 37(24): 7133-7142, 7427. Xie Zhicheng, Lin Xiangning, Li Zhengtian, et al.Suppression method for DC bias based on global optimal switching method of blocking devices[J]. Proceedings of the CSEE, 2017, 37(24): 7133-7142, 7427. [4] 王振, 张艳丽, 张殿海, 等. 直流偏磁下单相变压器铁心实验模型局部磁致形变测量与模拟[J]. 中国电机工程学报, 2021, 41(12): 4316-4325. Wang Zhen, Zhang Yanli, Zhang Dianhai, et al.Measurement and modelling of local deformation caused by magnetism in the single-phase transformer core experimental model under DC bias[J]. Proceedings of the CSEE, 2021, 41(12): 4316-4325. [5] 宋奇珂, 王丰华. 大型变压器直流偏磁下电磁振动特征研究[J]. 高压电器, 2023, 59(10): 129-139. Song Qike, Wang Fenghua.Research on electro-magnetic vibration features of large-scaled transformer under DC bias[J]. High Voltage Apparatus, 2023, 59(10): 129-139. [6] 党存禄, 马雄文. 基于复杂网络理论的变电站直流偏磁治理研究[J]. 高压电器, 2024, 60(4): 193-198. Dang Cunlu, Ma Xiongwen.Research on DC bias control of substation based on complex network theory[J]. High Voltage Apparatus, 2024, 60(4): 193-198. [7] 黄天超, 王泽忠, 李宇妍. 换流变压器直流偏磁对油箱涡流损耗的影响[J]. 电工技术学报, 2023, 38(8): 2004-2014. Huang Tianchao, Wang Zezhong, Li Yuyan.The influence of converter transformer DC bias on eddy current loss of tank[J]. Transactions of China Electrotechnical Society, 2023, 38(8): 2004-2014. [8] 刘任, 顾朝阳, 孙江东, 等. Jiles-Atherton磁滞模型的改进与非正弦激励下软磁材料复杂磁滞准确模拟[J]. 中国电机工程学报, 2025, 45(5): 2016-2027. Liu Ren, Gu Chaoyang, Sun Jiangdong, et al.Modified Jiles-Atherton hysteresis model and accurate simulation of complex hysteresis characteristics of soft magnetic materials under non-sinusoidal excitation[J]. Proceedings of the CSEE, 2025, 45(5): 2016-2027. [9] 朱育莹, 李琳. 考虑各向异性和模型参数应力依赖关系的改进Sablik-Jiles-Atherton磁滞模型[J]. 电工技术学报, 2023, 38(17): 4586-4596. Zhu Yuying, Li Lin.An improved Sablik-Jiles-Atherton hysteresis model considering anisotropy and stress dependence of model parameters[J]. Trans-actions of China Electrotechnical Society, 2023, 38(17): 4586-4596. [10] Zhao Xiaojun, Xu Huawei, Li Yongjian, et al.Improved preisach model for the vector hysteresis property of soft magnetic composite materials based on the hybrid technique of SA-NMS[J]. IEEE Transactions on Industry Applications, 2021, 57(5): 5517-5526. [11] 陈彬, 王川源, 刘洋, 等. 基于磁导-电容类比法和解析Preisach模型的铁心动态磁滞建模方法[J]. 电工技术学报, 2024, 39(18): 5576-5587. Chen Bin, Wang Chuanyuan, Liu Yang, et al.Dynamic hysteresis modeling method for iron core based on permeance-capacitance analogy and analytic Preisach model[J]. Transactions of China Electro-technical Society, 2024, 39(18): 5576-5587. [12] 刘任, 杜莹雪, 李琳, 等. 解析逆Preisach磁滞模型[J]. 电工技术学报, 2023, 38(10): 2567-2576. Liu Ren, Du Yingxue, Li Lin, et al.Analytical inverse Preisach hysteresis model[J]. Transactions of China Electrotechnical Society, 2023, 38(10): 2567-2576. [13] Dlala E.Efficient algorithms for the inclusion of the Preisach hysteresis model in nonlinear finite-element methods[J]. IEEE Transactions on Magnetics, 2011, 47(2): 395-408. [14] 王帅兵, 李琳, 赵小军, 等. 定点时间周期有限元法及其在变压器直流偏磁特性分析中的应用[J]. 中国电机工程学报, 2017, 37(17): 5198-5205, 5240. Wang Shuaibing, Li Lin, Zhao Xiaojun, et al.Fixed-point time-periodic finite element method and its application for DC bias characteristics of transformer[J]. Proceedings of the CSEE, 2017, 37(17): 5198-5205, 5240. [15] 孙佳安, 李琳, 王亚琦. 考虑次同步分量的变压器时间并行有限元及铁心动态损耗分析[J]. 中国电机工程学报, 2023, 43(6): 2426-2438. Sun Jia’an, Li Lin, Wang Yaqi.Finite element method for transformers using parareal and core dynamic loss analysis considering subsynchronous components[J]. Proceedings of the CSEE, 2023, 43(6): 2426-2438. [16] 魏鹏, 陈龙, 贲彤, 等. 一种考虑动态磁滞效应的高效稳定时域有限元计算方法[J]. 电工技术学报, 2023, 38(21): 5661-5672. Wei Peng, Chen Long, Ben Tong, et al.An efficient and stable time domain finite element method considering dynamic hysteresis effect[J]. Transactions of China Electrotechnical Society, 2023, 38(21): 5661-5672. [17] 高圣泽, 赵小军, 刘兰荣, 等. 基于棱边元的三维定点谐波平衡有限元法及其在非线性问题中的应用[J]. 中国电机工程学报, 2024, 44(增刊1): 332-341. Gao Shengze, Zhao Xiaojun, Liu Lanrong, et al.3-D fixed-point harmonic balance finite element method based on edge elements and its applications on nonlinear problems[J]. Proceedings of the CSEE, 2024, 44(S1): 332-341. [18] 赵小军, 晋志明, 王刚, 等. 采用复指数的频域分解算法及其在三相变压器非对称直流偏磁分析中的应用[J]. 中国电机工程学报, 2019, 39(4): 1206-1215. Zhao Xiaojun, Jin Zhiming, Wang Gang, et al.Analysis of three-phase transformer under asymmetrical DC bias by using frequency-domain decomposition based on complex exponential[J]. Proceedings of the CSEE, 2019, 39(4): 1206-1215. [19] Dlala E, Belahcen A, Arkkio A.Locally convergent fixed-point method for solving time-stepping nonlinear field problems[J]. IEEE Transactions on Magnetics, 2007, 43(11): 3969-3975. [20] O’ Dwyer J, O’ Donnell T.Choosing the relaxation parameter for the solution of nonlinear magnetic field problems by the Newton-Raphson method[J]. IEEE Transactions on Magnetics, 1995, 31(3): 1484-1487. [21] Bertotti G.General properties of power losses in soft ferromagnetic materials[J]. IEEE Transactions on Magnetics, 1988, 24(1): 621-630. [22] 赵小军, 武欣怡, 章轩源, 等. 高频多谐波激励下计及趋肤效应的软磁带材磁滞及损耗特性预测[J]. 中国电机工程学报, 2024, 44(22): 9039-9048. Zhao Xiaojun, Wu Xinyi, Zhang Xuanyuan, et al.Predicting hysteresis and loss characteristics of soft magnetic tape material considering skin effect under high frequency multi-harmonic magnetization[J]. Proceedings of the CSEE, 2024, 44(22): 9039-9048. [23] Koczka G, Auberhofer S, Biro O, et al.Optimal convergence of the fixed-point method for nonlinear eddy current problems[J]. IEEE Transactions on Magnetics, 2009, 45(3): 948-951. [24] 申秋萍, 张清华, 高满, 等. 基于局部半径的三支DBSCAN算法[J]. 计算机科学, 2023, 50(6): 100-108. Shen Qiuping, Zhang Qinghua, Gao Man, et al.Three-way DBSCAN algorithm based on local eps[J]. Computer Science, 2023, 50(6): 100-108.