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PEEC-Based Simulations Using Iterative Method and Regularization Technique for Power Electronic Applications

机译:基于PEEC的电力电子应用中使用迭代方法和正则化技术的仿真

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摘要

The partial element equivalent circuit (PEEC) method has been widely used in different industrial and scientific fields for electromagnetic analysis. PEEC-based solvers have been optimized and accelerated in order to be able to solve larger and more complex problems that arise in industry. In power electronic system simulations, PEEC models are often simplified by neglecting electric field couplings and using quasi-static model. The simplified system can be further accelerated using reluctance technique and then sparsified up to high levels without degrading the accuracy of the solution. In previous work, the sparse system was solved using sparse direct solution, while in this study, an iterative approach is employed which resulted in lower time complexity of the solution. However, since matrices achieved from PEEC equations are severely ill-conditioned, regularization techniques need to be applied to avoid numerical instabilities. The regularization is done mathematically and can be interpreted as adding a frequency-dependent pseudocapacitor to each node in the PEEC model. Because the pseudocapacitors are frequency dependent, hence frequencies close to dc are not covered in this study and have left as future work. The new sparse and regularized system can then be solved using a Schur complement technique together with iterative solvers with a novel preconditioning approach.
机译:局部元件等效电路(PEEC)方法已在不同的工业和科学领域中广泛用于电磁分析。基于PEEC的求解器已经过优化和加速,以便能够解决工业中出现的更大,更复杂的问题。在电力电子系统仿真中,PEEC模型通常通过忽略电场耦合并使用准静态模型来简化。简化的系统可以使用磁阻技术进一步加速,然后在不降低解决方案精度的情况下将其稀疏化至高水平。在先前的工作中,使用稀疏直接解法解决了稀疏系统,而在本研究中,采用了迭代方法,从而降低了解决方案的时间复杂度。但是,由于从PEEC方程获得的矩阵是病态严重的,因此需要应用正则化技术来避免数值不稳定性。正则化是通过数学方式完成的,可以解释为在PEEC模型中的每个节点上添加了频率相关的伪电容器。由于伪电容器与频率有关,因此本研究未涵盖接近直流的频率,并将其留作将来的工作。然后可以使用Schur补码技术和带有新型预处理方法的迭代求解器来求解新的稀疏和正则化系统。

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