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A novel and computationally efficient algorithm for stability analysis of multi input-multi output process control systems

机译:一种新颖且计算效率高的多输入多输出过程控制系统稳定性分析算法

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摘要

An efficient method based on the Faddeev-Leverrier algorithm combined with the Adomian decomposition method is devised to facilitate the stability analysis of multi-input multi-output control systems. In contrast to prior eigenvalue algorithms, our method affords all eigenvalues of the state matrix, either real or complex. Specifically, the calculation of the complex eigenvalues is made possible through special canonical forms, mainly involving square root operators, of the characteristic equation of the state matrix. Moreover, the proposed method does not require an initial guess, which is often a matter of concern since an inappropriate guess can cause failure in such available schemes. For the sake of illustration, a number of numerical examples, including chemical reaction processes, are also provided that demonstrate the efficiency of our new technique.
机译:设计了一种基于Faddeev-Leverrier算法与Adomian分解方法相结合的有效方法,以促进多输入多输出控制系统的稳定性分析。与现有的特征值算法相比,我们的方法提供了状态矩阵的所有特征值,无论是实数还是复数。具体而言,可以通过状态矩阵特征方程的特殊规范形式(主要涉及平方根运算符)来计算复特征值。此外,所提出的方法不需要初始猜测,这通常是一个值得关注的问题,因为不合适的猜测会导致这种可用方案中的失败。为了说明起见,还提供了许多数值示例,包括化学反应过程,这些示例说明了我们新技术的效率。

著录项

  • 来源
    《The Korean journal of chemical engineering》 |2015年第9期|1733-1743|共11页
  • 作者单位

    Univ Tehran, Coll Engn, Sch Chem Engn, Adv Proc Control Res Lab, Tehran 111554563, Iran|Univ Tehran, Coll Engn, Sch Chem Engn, Ctr Separat Proc Modeling & Nanocomputat, Tehran 111554563, Iran;

    Univ Tehran, Coll Engn, Sch Chem Engn, Adv Proc Control Res Lab, Tehran 111554563, Iran|Univ Tehran, Coll Engn, Sch Chem Engn, Ctr Separat Proc Modeling & Nanocomputat, Tehran 111554563, Iran;

    Univ Tehran, Coll Engn, Sch Chem Engn, Multiphase Syst Res Lab, Tehran 111554563, Iran|Univ Tehran, Coll Engn, Sch Chem Engn, Adv Proc Control Res Lab, Tehran 111554563, Iran;

    George Adomian Ctr Appl Math, Hartford, MI 49057 USA;

    Univ Stuttgart, Inst Control Engn Machine Tools & Mfg Units ISW, D-70174 Stuttgart, Germany;

  • 收录信息 美国《科学引文索引》(SCI);美国《生物学医学文摘》(MEDLINE);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Control System; Stability Analysis; State-space Model; Adomian Decomposition Method; Adomian Polynomials;

    机译:控制系统;稳定性分析;状态空间模型;Adomian分解法;Adomian多项式;

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