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Structure-preserving model order reduction by general orthogonal polynomials for integral-differential systems

机译:积分-微分系统的通用正交多项式保结构模型降阶

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For the model order reduction (MOR) of large integral-differential system, how to preserve the featured structure of original system is critical. In this paper, an orthogonal polynomials-based MOR method in time domain for the integral-differential system is presented, which is effective for preserving the structure of the original system. This method directly approximates the time response of the original system. The method is presented via an equivalent state-space system, resulting in an integral-differential reduced system. The stability of the resultant reduced system can be guaranteed under certain conditions. The error between the original system and the reduced system can be estimated. Three benchmarks in practical applications are assessed by employing different MOR methods. Compared to the moment matching method and approximate balancing truncation method, the proposed method possesses superior performance.
机译:对于大型积分-微分系统的模型阶约化(MOR),如何保留原始系统的特征结构至关重要。提出了一种基于时域正交多项式的整数微分系统MOR方法,该方法有效地保留了原有系统的结构。该方法直接近似原始系统的时间响应。通过等效的状态空间系统介绍该方法,从而得到积分微分简化系统。在某些条件下,可以保证所得还原系统的稳定性。可以估计原始系统与简化系统之间的误差。通过采用不同的MOR方法评估了实际应用中的三个基准。与力矩匹配法和近似平衡截断法相比,该方法具有优越的性能。

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  • 来源
    《Journal of the Franklin Institute 》 |2015年第1期| 138-154| 共17页
  • 作者单位

    School of Mathematics and Statistics, Xi 'an Jiaotong University, Xi'an, Shaanxi 710049, China;

    School of Mathematics and Statistics, Xi 'an Jiaotong University, Xi'an, Shaanxi 710049, China;

    School of Mathematics and Statistics, Xi 'an Jiaotong University, Xi'an, Shaanxi 710049, China;

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