Closed-Form Solutions to Continuous-Time Algebraic Riccati Equation for Second-Order Systems

Vishvendra Rustagi, Cornel Sultan
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Abstract

This work presents closed-form methods to solve the Continuous-Time Algebraic Riccati Equation (CARE) for second-order systems. The standard CARE solution requires the computation of certain eigenvectors, which becomes expensive and erroneous as the size of the system increases. We mitigate these issues by developing closedform solutions to CARE expressed in terms of physically meaningful mass, damping, and stiffness matrices. We present two methods – one that requires the modal transformation of mass and stiffness matrices, and another that does not require this modal transformation. We show using hundreds of high-dimensional second-order systems that the proposed methods achieve similar or better accuracy compared to the state-of-the-art, while significantly reducing the computation time. We further substantiate our methods by illustrating their advantages when applied to engineering problems such as vibration control.
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二阶系统连续时间代数里卡蒂方程的闭式解
本研究提出了解决二阶系统连续时间代数里卡提方程(CARE)的闭式方法。标准的 CARE 解法需要计算某些特征向量,随着系统规模的增大,这种方法变得昂贵且错误百出。我们通过开发以物理意义上的质量、阻尼和刚度矩阵表示的 CARE 闭式解来缓解这些问题。我们提出了两种方法--一种需要对质量和刚度矩阵进行模态变换,另一种则不需要这种模态变换。我们使用数百个高维二阶系统证明,与最先进的方法相比,我们提出的方法达到了相似或更高的精度,同时大大减少了计算时间。我们进一步证明了我们的方法在应用于振动控制等工程问题时的优势。
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