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电动汽车驱动 ★ 5.0

提高电磁暂态仿真中插值算法精度:基于帕德逼近与开关定理的方法

Improving Accuracy of Interpolation Algorithm in EMT Simulation: A Padé Approximation and Switching Theorem Based Approach

作者 Yang Cao · Wei Gu · Mingwang Xu · Fei Zhang · Shuaixian Chen · Wei Liu
期刊 IEEE Transactions on Industry Applications
出版日期 2024年10月
技术分类 电动汽车驱动
相关度评分 ★★★★★ 5.0 / 5.0
关键词 电磁暂态仿真 插值算法 Padé逼近 开关定理 稳定性分析
语言:

中文摘要

随着可再生能源和电力电子设备在电力系统中日益普及,电力系统的特性如今由电力电子技术所塑造,这给电磁暂态(EMT)仿真中使用的加速算法带来了新的挑战。在此背景下,本文提炼了插值算法的五个关键技术要点,并提出了一种改进的插值算法。具体而言,采用帕德近似并将其与数值积分方法相结合,建立离散模型以提高精度和稳定性。利用开关定理进行重新初始化,这进一步降低了开关误差,并能更真实地反映开关暂态过程。此外,通过李雅普诺夫稳定性分析从理论上证明了该算法的稳定性。使用改进的插值算法,能够在保持高仿真效率和稳定性的同时,准确模拟开关暂态过程。仿真和实验测试均验证了所提方法的性能。

English Abstract

As renewable sources and power electronic devices become more prevalent in the power system, the characteristics of power system are now shaped by power electronics, which presents new challenges for the acceleration algorithm used in electromagnetic transient (EMT) simulation. In this context, this paper refines five key technical points of interpolation algorithms and proposes an improved interpolation algorithm. In particular, the Padé approximation is adopted and combined with numerical integration methods to establish a discrete model for accuracy and stability improvement. The switching theorem is used for re-initialization, which further reduces the switching error and reflects more realistic switching transients. Moreover, the algorithm's stability is theoretically proved through Lyapunov stability analysis. With the improved interpolation algorithm, switching transients can be accurately simulated while maintaining high simulation efficiency and stability. The performance of the proposed method is validated by both simulation and experimental tests.
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SunView 深度解读

该EMT仿真插值算法对阳光电源电力电子产品开发具有重要价值。在ST储能变流器和SG光伏逆变器设计阶段,高精度EMT仿真可准确预测高频开关暂态、谐波特性及并网交互行为,优化SiC/GaN器件开关策略与死区时间设计。对于构网型GFM控制器开发,精确的暂态仿真能验证虚拟惯量响应与故障穿越性能。在电动汽车OBC和电机驱动系统中,该方法可提升PWM调制、电流纹波等关键指标的仿真可信度,缩短产品迭代周期。建议将该算法集成到内部仿真工具链,提升PowerTitan等大型系统的数字孪生精度,支撑iSolarCloud平台的预测性维护功能。